Domain-Driven Design
Modelled SalesCandy's core around bounded contexts: Lead Intake, Availability Tracking, and Distribution Routing. Aggregates enforced invariants like single-assignment rules and timeout-based reclaims. This approach made the domain language consistent across engineering and product, reduced integration bugs during rapid iteration, and provided a clear mental model for onboarding new team members to the system.
Immediate connections
Explore the cards directly connected to this one.
{"nodes":[{"data":{"id":"adl","label":"ADL: technology for live theatre","url":"/cards/adl/","group":"Experience","description":"At ADL, developed software for live theatrical performances, including Java-based surtitling, live multimedia, and sound and light control systems.","parent_label":"Part of","degree":20}},{"data":{"id":"agility-creativity","label":"Agility, Creativity, and Technology","url":"/cards/agility-creativity/","group":"Writing & talks","description":"Talks on creating new technology from fundamental Agile principles and the creative mindset, presented at Leo Burnett Malaysia and to students at the University of Canberra and Mul","parent_label":"Part of","degree":3}},{"data":{"id":"ai-assisted-development","label":"AI-assisted development","url":"/cards/ai-assisted-development/","group":"Tools & ideas","description":"I’m exploring AI-assisted development through Python and Textual apps for MySotongkoo. Rapid iteration gives me a way to try ideas while keeping human judgement involved in what ge","parent_label":"Part of","degree":8}},{"data":{"id":"ai-augmented-knowledge-environments","label":"AI-augmented knowledge environments","url":"/cards/ai-augmented-knowledge-environments/","group":"Current interests","description":"An exploration of local and cloud applications that help organisations capture knowledge, connect experience, and work with what they know in AI-augmented environments.","parent_label":"Part of","degree":7}},{"data":{"id":"ai-logistics","label":"AI-Enabled Logistics Ecosystems Microcredential","url":"/cards/ai-logistics/","group":"Learning","description":"AI-Enabled Logistics Ecosystems Microcredential.Kolej Beyond · Adroit Training · June 2026.","parent_label":"Part of","degree":2}},{"data":{"id":"air-con","label":"Air Con","url":"/cards/instant-cafe-theatre/air-con/","group":"Projects","description":"A 2008 Instant Cafe Theatre Company production supported by a five-projector multimedia system.","parent_label":"In collaboration with","degree":5,"parent_slug":"instant-cafe-theatre"}},{"data":{"id":"ambank-bizrace","label":"AmBank BizRACE Digi Innovation Award","url":"/cards/ambank-bizrace/","group":"Highlights","description":"AmBank BizRACE Digi Innovation Award.SalesCandy · 2018.","parent_label":"Part of","degree":2}},{"data":{"id":"humanities-analytics-process","label":"An iterative humanities analytics process","url":"/cards/humanities-analytics-process/","group":"Tools & ideas","description":"A practical framework for moving between humanities questions, cultural concepts, textual data, computational measures, and interpretation.","parent_label":"Part of","degree":1}},{"data":{"id":"antara-methods","label":"Antara Methods","url":"/cards/antara-methods/","group":"Experience","description":"A collaboration bringing Antara Methods’ integral, values-centred perspective together with my experience in technology, digital products, and organisational systems.","parent_label":"Part of","degree":6}},{"data":{"id":"leo-burnett","label":"Arc Worldwide / Leo Burnett","url":"/cards/leo-burnett/","group":"Experience","description":"Developed digital communications strategies and solutions, and led the team building digital properties and campaigns for PETRONAS, Tenaga Nasional, Samsung, BMW, and others.","parent_label":"Part of","degree":8}},{"data":{"id":"artelligent","label":"Artelligent Sdn Bhd","url":"/cards/artelligent/","group":"Experience","description":"Developed a multimedia authoring and scheduling system for digital signage networks.","parent_label":"Part of","degree":1}},{"data":{"id":"connectome-agent-prompt","label":"Ask an AI agent to explore my connectome","url":"/cards/connectome-agent-prompt/","group":"Tools & ideas","description":"A copy-ready prompt for using Reza Rosli’s public website, résumé, categories, and connectome to understand his practice and assess how he might help with a specific situation.","parent_label":"Part of","degree":4}},{"data":{"id":"augmenting-intelligence","label":"Augmenting Intelligence","url":"/cards/augmenting-intelligence/","group":"Practice","description":"Extending human understanding, judgement, creativity, and action through learning, technology, and real application.","parent_label":"Part of","degree":7}},{"data":{"id":"aws","label":"AWS","url":"/cards/aws/","group":"Tools & ideas","description":"AWS was a major part of my SalesCandy years. I led product and engineering work on a cloud-native SaaS organisation, bringing together architecture, reliability, security, and cost","parent_label":"Part of","degree":6}},{"data":{"id":"aws-serverless","label":"AWS Serverless at SalesCandy","url":"/cards/aws-serverless/","group":"Writing & talks","description":"Presented at AWS Activate 2021, showing how a small team built a reliable, lean architecture using serverless and heterogeneous AWS services.","parent_label":"Part of","degree":4}},{"data":{"id":"azure","label":"Azure","url":"/cards/azure/","group":"Tools & ideas","description":"I worked with Azure in 2023–2025. It is one part of a cloud practice that also includes AWS and Google Cloud.My current interest in Cloudflare-first solutions sits alongside that e","parent_label":"Part of","degree":3}},{"data":{"id":"media-lab-arts","label":"BSc (Hons) Media Lab Arts","url":"/cards/media-lab-arts/","group":"Learning","description":"BSc (Hons) Media Lab Arts.University of Plymouth, United Kingdom · 1998 — 2002.","parent_label":"Part of","degree":2}},{"data":{"id":"jekyll-build","label":"Building Jekyll for Cloudflare Workers","url":"/cards/jekyll-build/","group":"Tools & ideas","description":"The Jekyll build behind Reza Rosli's Cloudflare Workers setup: content, shared layouts, link validation, SEO and sitemap plugins.","parent_label":"Part of","degree":7}},{"data":{"id":"cloudflare-domains","label":"Buying a domain through Cloudflare","url":"/cards/cloudflare-domains/","group":"Tools & ideas","description":"Why Reza Rosli found Cloudflare convenient for buying a domain: registration and DNS together, at-cost renewals, and a clear nameserver tradeoff.","parent_label":"Part of","degree":4}},{"data":{"id":"change-learning","label":"Change and learning","url":"/cards/change-learning/","group":"Practice","description":"Practical interventions, learning experiences, and experiments that help people test new ways of working and build capability.","parent_label":"Part of","degree":8}},{"data":{"id":"cloudcondo","label":"CloudCondo / CloudNatio","url":"/cards/cloudcondo/","group":"Experience","description":"Developed a property-management SaaS application focused on local community-based services including deliveries, car-pooling, and gardening.","parent_label":"Part of","degree":3}},{"data":{"id":"cloudflare","label":"Cloudflare-first solutions","url":"/cards/cloudflare/","group":"Current interests","description":"I’m exploring Cloudflare-first solutions: starting with Cloudflare when a new idea needs somewhere to take shape, then testing whether it fits the work.","parent_label":"Part of","degree":10}},{"data":{"id":"commone-vision","label":"CommOne Vision Sdn Bhd","url":"/cards/commone-vision/","group":"Experience","description":"Built depth in AV integration, show control, camera and display systems, and large-scale digital CCTV and physical security systems.","parent_label":"Part of","degree":2}},{"data":{"id":"connected-notes","label":"Connected notes","url":"/cards/connected-notes/","group":"Tools & ideas","description":"Connected notes are the individual content units behind the site: each card holds a focused idea and links to other notes that give it context.","parent_label":"Part of","degree":14}},{"data":{"id":"jekyll-connected-notes","label":"Connected notes in Jekyll","url":"/cards/jekyll-connected-notes/","group":"Tools & ideas","description":"How Reza Rosli's Jekyll cards keep stable URLs, explained outgoing relationships, automatic backlinks and separate inline mentions.","parent_label":"Part of","degree":5}},{"data":{"id":"connectome-resume","label":"Connectome × résumé","url":"/cards/connectome-resume/","group":"Tools & ideas","description":"How Reza Rosli’s résumé and Connectome offer two complementary ways to understand his experience and evolving practice.","parent_label":"Part of","degree":2}},{"data":{"id":"customer-success-engineering","label":"Customer Success Engineering","url":"/cards/customer-success-engineering/","group":"Experience","description":"Upskilled Customer Success teams to act as first-line technical support and leverage Kibana dashboards for client consulting.","parent_label":"Part of","degree":2}},{"data":{"id":"data-ai","label":"Data and AI","url":"/cards/data-ai/","group":"Practice","description":"Information management, data quality, analytics, AI-assisted business capabilities, observability, security, and technology governance.","parent_label":"Part of","degree":7}},{"data":{"id":"data-science","label":"Data Science Specialization","url":"/cards/data-science/","group":"Learning","description":"Data Science Specialization.Johns Hopkins Bloomberg School of Public Health · Coursera · 2015 — 2016.","parent_label":"Part of","degree":3}},{"data":{"id":"resources","label":"Definitive resources","url":"/cards/resources/","group":"Tools & ideas","description":"Authoritative documentation for the technologies involved in making Reza Rosli’s website.","parent_label":"Part of","degree":4}},{"data":{"id":"digitaslbi","label":"DigitasLBi Malaysia","url":"/cards/digitaslbi/","group":"Experience","description":"Developed digital transformation strategies and led delivery of projects that collect, analyse, and activate consumer data.","parent_label":"Part of","degree":2}},{"data":{"id":"domain-driven-design","label":"Domain-Driven Design","url":"/cards/domain-driven-design/","group":"Experience","description":"Applied DDD to model lead distribution, state transitions, and team availability as explicit domain models.","parent_label":"Part of","degree":2}},{"data":{"id":"event-driven-architecture","label":"Event-Driven Architecture","url":"/cards/event-driven-architecture/","group":"Experience","description":"Implemented event sourcing and pub/sub patterns to drive real-time lead distribution and system observability.","parent_label":"Part of","degree":2}},{"data":{"id":"superb","label":"Finalist, SUPERB — TERAJU Startup Competition","url":"/cards/superb/","group":"Highlights","description":"Finalist, SUPERB — TERAJU Startup Competition.CloudCondo · 2016.","parent_label":"Part of","degree":2}},{"data":{"id":"food-as-practice","label":"Food as a practice of attention","url":"/cards/food-as-practice/","group":"Practice","description":"Exploring food as a practice of attention, connection, and craft.","parent_label":"Part of","degree":2}},{"data":{"id":"humanities-analytics","label":"Foundations & Applications of Humanities Analytics","url":"/cards/humanities-analytics/","group":"Learning","description":"A reflection on learning to use computational text analysis to explore culture, test interpretations, and reveal relationships across collections of human knowledge.","parent_label":"Part of","degree":9}},{"data":{"id":"jekyll","label":"From a shared brain to a Jekyll connectome","url":"/cards/jekyll/","group":"Tools & ideas","description":"How Reza Rosli’s shared-brain idea became connected notes and cards, a Jekyll website maintained with an AI assistant, and an emerging terminal content-management interface.","parent_label":"Part of","degree":8}},{"data":{"id":"atomic-content-studio","label":"From connected cards to an atomic content studio","url":"/cards/atomic-content-studio/","group":"Writing & talks","description":"How the local content studio is evolving around atomic Markdown cards, structural pages, explainable links, and deliberately triggered AI assistance.","parent_label":"Part of","degree":5}},{"data":{"id":"google-cloud","label":"Google Cloud","url":"/cards/google-cloud/","group":"Tools & ideas","description":"I worked with Google Cloud during my SalesCandy years and revisited it for certification in 2025. I’m currently experimenting with Google Workspace integration.These are overlappin","parent_label":"Part of","degree":6}},{"data":{"id":"google-cloud-certification","label":"Google Cloud Professional Cloud Developer Certification","url":"/cards/google-cloud-certification/","group":"Learning","description":"Google Cloud Professional Cloud Developer Certification.Google Cloud · November 2025 — November 2027.","parent_label":"Part of","degree":2}},{"data":{"id":"hero","label":"Hero","url":"/cards/instant-cafe-theatre/hero/","group":"Projects","description":"A 2007 theatre project with multimedia work by Reza Rosli.","parent_label":"In collaboration with","degree":4,"parent_slug":"instant-cafe-theatre"}},{"data":{"id":"hiraku-media","label":"Hiraku Media Group","url":"/cards/hiraku-media/","group":"Experience","description":"Developed an online streaming and peer-to-peer distribution platform for paid and free video content using mainly free and open-source software.","parent_label":"Part of","degree":1}},{"data":{"id":"how-i-use-ai","label":"How I use AI","url":"/cards/how-i-use-ai/","group":"Tools & ideas","description":"Reza Rosli explains how he builds this website with AI agents, connects notes, checks the work, and keeps responsibility for what he publishes.","parent_label":"Part of","degree":8}},{"data":{"id":"relationship-types","label":"How relationship types work","url":"/cards/relationship-types/","group":"Tools & ideas","description":"A guide to the directed relationship types used between cards in Reza Rosli’s connectome, including how each connection reads from both ends.","parent_label":"Part of","degree":8}},{"data":{"id":"card-categories","label":"How the card categories work","url":"/cards/card-categories/","group":"Tools & ideas","description":"A guide to the categories used in Reza Rosli’s connectome, with examples of experience, projects, practice, learning, writing and talks, highlights, tools and ideas, and current interests.","parent_label":"Part of","degree":7}},{"data":{"id":"trainer-certification","label":"HRD Corp Certified Trainer · Train the Trainer","url":"/cards/trainer-certification/","group":"Learning","description":"HRD Corp Certified Trainer · Train the Trainer.Samudera Management Consultants · August 2026.","parent_label":"Part of","degree":4}},{"data":{"id":"immersive-multimedia","label":"Immersive multimedia systems","url":"/cards/immersive-multimedia/","group":"Experience","description":"A low-cost, networked multi-projector system for live performance, developed through theatre work from 2007 to 2009.","parent_label":"Part of","degree":8}},{"data":{"id":"indesign","label":"InDesign Sdn Bhd","url":"/cards/indesign/","group":"Experience","description":"Developed websites and interactive multimedia CD-ROMs for corporate clients as an independent multimedia designer and developer.","parent_label":"Part of","degree":1}},{"data":{"id":"instant-cafe-theatre","label":"Instant Cafe Theatre Company","url":"/cards/instant-cafe-theatre/","group":"Highlights","description":"Theatre collaborations including Hero (2007), Instant Café Kurang Manis (2007), and Air Con (2008), continuing from 2008.","parent_label":"Part of","degree":9}},{"data":{"id":"instant-cafe-kurang-manis","label":"Instant Café Kurang Manis","url":"/cards/instant-cafe-theatre/instant-cafe-kurang-manis/","group":"Projects","description":"A 2007 multimedia theatre project with Instant Cafe Theatre Company.","parent_label":"In collaboration with","degree":4,"parent_slug":"instant-cafe-theatre"}},{"data":{"id":"ditto","label":"ITEX Bronze Award for DITTO · Deaf in Touch Today","url":"/cards/ditto/","group":"Highlights","description":"ITEX Bronze Award for DITTO · Deaf in Touch Today.Collaboration with Monash University researchers · 2018.","parent_label":"Part of","degree":1}},{"data":{"id":"java","label":"Java for live control","url":"/cards/java/","group":"Tools & ideas","description":"Java as a practical layer for networked multimedia, surtitling, and live performance control.","parent_label":"Part of","degree":4}},{"data":{"id":"shared-brain","label":"Making a shared brain with my GenAI buddy","url":"/cards/shared-brain/","group":"Writing & talks","description":"Exploring a method to organise a classic product backlog using Zettelkasten with the assistance of a generative AI collaborator.","parent_label":"Part of","degree":10}},{"data":{"id":"mcdonalds-mobile","label":"McDonald’s fans mobile strategy with real-time, real-world interactions","url":"/cards/leo-burnett/mcdonalds-mobile/","group":"Writing & talks","description":"An account of developing an award-winning campaign using real-time publish-subscribe communications.","parent_label":"Built while at","degree":4,"parent_slug":"leo-burnett"}},{"data":{"id":"media-lab","label":"Media Lab practice","url":"/cards/media-lab/","group":"Practice","description":"Bringing systems thinking, organisational design, technology, art, and making together to make complexity visible and turn learning into change.","parent_label":"Part of","degree":12}},{"data":{"id":"cloudflare-setup","label":"My Cloudflare setup","url":"/cards/cloudflare-setup/","group":"Tools & ideas","description":"Reza Rosli's notes on choosing Cloudflare for a domain and a static Jekyll publishing setup, connected to his Cloudflare-first exploration.","parent_label":"Part of","degree":7}},{"data":{"id":"cloudflare-workers-hosting","label":"My Jekyll hosting setup on Cloudflare Workers","url":"/cards/cloudflare-workers-hosting/","group":"Tools & ideas","description":"The Cloudflare Workers Static Assets workflow for Reza Rosli's Jekyll site: a repository build, validated static output and a custom domain.","parent_label":"Part of","degree":6}},{"data":{"id":"mysotongkoo","label":"MySotongkoo: an AI infobutler","url":"/cards/mysotongkoo/","group":"Current interests","description":"MySotongkoo is a local-AI solution for executive training. I’m exploring it as an AI infobutler, using Python, Textual apps, and AI-assisted development to make ideas tangible.","parent_label":"Part of","degree":12}},{"data":{"id":"next-stock-market-game","label":"Next Stock Market Game","url":"/cards/next-stock-market-game/","group":"Projects","description":"A stock market simulator game played by children in a business school course, using CakePHP, R, PHPFog, and AWS.","parent_label":"Part of","degree":2}},{"data":{"id":"french-revolution-debates","label":"Novelty and resonance in French Revolution debates","url":"/cards/french-revolution-debates/","group":"Learning","description":"A humanities analytics case study tracing how new patterns of language entered, persisted in, or disappeared from French Revolution debates.","parent_label":"Part of","degree":1}},{"data":{"id":"onepoint","label":"Onepoint Groupe","url":"/cards/onepoint/","group":"Experience","description":"Worked across disciplines to help teams understand complex problems, shape practical solutions, and deliver outcomes for customers, while supporting consultants in Kuala Lumpur ser","parent_label":"Part of","degree":6}},{"data":{"id":"organisations-systems","label":"Organisations and systems","url":"/cards/organisations-systems/","group":"Practice","description":"Systems thinking, organisational design, business discovery, facilitation, stakeholder engagement, operating models, and technology advisory.","parent_label":"Part of","degree":6}},{"data":{"id":"organisational-development","label":"Organisations as developing communities","url":"/cards/organisational-development/","group":"Current interests","description":"I’m exploring Steiner-based approaches to organisational development, including Bernard Lievegoed and related thinkers. My question is how an organisation can develop alongside the","parent_label":"Part of","degree":9}},{"data":{"id":"russian-diary-writing","label":"Patterns in Russian diary-writing","url":"/cards/russian-diary-writing/","group":"Learning","description":"A humanities analytics case study using recurring language to investigate how Russian diarists understood diary-writing.","parent_label":"Part of","degree":1}},{"data":{"id":"processing","label":"Processing as a theatre tool","url":"/cards/processing/","group":"Tools & ideas","description":"An open-source creative coding environment used with Most Pixels Ever to build a multi-screen theatre system.","parent_label":"Part of","degree":5}},{"data":{"id":"pubnub","label":"PubNub and real-time publish-subscribe","url":"/cards/pubnub/","group":"Experience","description":"Leveraging PubNub's real-time data platform to power interactive campaigns, live updates, and scalable messaging systems across multiple projects.","parent_label":"Part of","degree":8}},{"data":{"id":"python","label":"Python","url":"/cards/python/","group":"Tools & ideas","description":"Python is part of my software practice and one of the tools I’m exploring through MySotongkoo, a local-AI solution for executive training.My current interest combines Python, Textu","parent_label":"Part of","degree":4}},{"data":{"id":"rapid-prototyping","label":"Rapid prototyping","url":"/cards/rapid-prototyping/","group":"Tools & ideas","description":"Turning uncertain ideas into prototypes, working applications, or small experiments that people can use, question, and learn from.","parent_label":"Part of","degree":8}},{"data":{"id":"redza-rosli","label":"Redza Rosli — actor and model","url":"/cards/redza-rosli/","group":"Highlights","description":"A disambiguation note: Redza Rosli is the Malaysian actor and model, distinct from Reza Rosli, the Kuala Lumpur media lab artist and technologist.","parent_label":"Part of","degree":0}},{"data":{"id":"salescandy","label":"SalesCandy","url":"/cards/salescandy/","group":"Experience","description":"Led product development and engineering for a mobile-first lead management system. Worked across product, technology, operations, and customer needs to grow a secure, scalable, rel","parent_label":"Part of","degree":16}},{"data":{"id":"jandi-salescandy","label":"SalesCandy and remote collaboration","url":"/cards/jandi-salescandy/","group":"Writing & talks","description":"A customer story about SalesCandy’s lead-management product and the working environment used by its distributed team.","parent_label":"Part of","degree":3}},{"data":{"id":"shu-ha-ri","label":"Shu Ha Ri: A Journey Toward Agile Mastery","url":"/cards/shu-ha-ri/","group":"Writing & talks","description":"Reflections on implementing Agile methods across different organisations and the philosophy that guides the practice.","parent_label":"Part of","degree":5}},{"data":{"id":"software-cloud","label":"Software and cloud","url":"/cards/software-cloud/","group":"Practice","description":"PHP, Python, Node.js, Java, Kotlin, SQL, REST, GraphQL, AWS, Azure, Google Cloud, Docker, Kubernetes, serverless, and distributed systems.","parent_label":"Part of","degree":9}},{"data":{"id":"save-the-turtles","label":"TCS Be A Hero","url":"/cards/save-the-turtles/","group":"Projects","description":"TCS Be A Hero was an interactive billboard experience using mobile phones to help turtles cross the beach, supporting the Turtle Conservation Society of Malaysia.","parent_label":"Part of","degree":2}},{"data":{"id":"tech","label":"Tech","url":"/cards/tech/","group":"Tools & ideas","description":"The technology behind Reza Rosli’s website: the connectome, Jekyll, and Cloudflare.","parent_label":"Part of","degree":2}},{"data":{"id":"technology-leadership","label":"Technology leadership","url":"/cards/technology-leadership/","group":"Practice","description":"Enterprise architecture, digital transformation, systems integration, solution architecture, process improvement, and cross-functional delivery.","parent_label":"Part of","degree":11}},{"data":{"id":"textual","label":"Textual apps","url":"/cards/textual/","group":"Tools & ideas","description":"I’m exploring Textual apps in Python as part of MySotongkoo. The focus is a local-AI solution for executive training.I’m interested in how a focused interface can make an AI-assist","parent_label":"Part of","degree":3}},{"data":{"id":"tf-idf","label":"TF-IDF link discovery","url":"/cards/tf-idf/","group":"Tools & ideas","description":"How the local content studio uses TF-IDF and graph context to find possible links between cards without calling an AI model.","parent_label":"Part of","degree":3}},{"data":{"id":"old-bailey-civilizing-process","label":"The civilizing process at the Old Bailey","url":"/cards/old-bailey-civilizing-process/","group":"Learning","description":"A humanities analytics case study using changes in trial language to investigate cultural and institutional change.","parent_label":"Part of","degree":1}},{"data":{"id":"connectome","label":"The connectome","url":"/cards/connectome/","group":"Tools & ideas","description":"A guide to Reza Rosli’s connectome: the evolving map generated from connected notes about experiences, projects, practices, learning, tools, ideas, and current interests.","parent_label":"Part of","degree":18}},{"data":{"id":"the-new-mass-media","label":"The new mass media","url":"/cards/the-new-mass-media/","group":"Tools & ideas","description":"A developing note on AI as the new mass media: systems that increasingly mediate how information is produced, found, interpreted, and repeated.","parent_label":"Part of","degree":4}},{"data":{"id":"poetry-underground","label":"The Poetry Underground","url":"/cards/poetry-underground/","group":"Highlights","description":"Theatre shows made in collaboration with The Poetry Underground.","parent_label":"Part of","degree":1}},{"data":{"id":"tribal-ddb","label":"Tribal DDB Malaysia","url":"/cards/tribal-ddb/","group":"Experience","description":"Developed digital communications strategies and solutions, and led the team building digital properties for PROTON, Nippon Paint, Volkswagen, and others.","parent_label":"Part of","degree":2}},{"data":{"id":"unggun","label":"unggun.com","url":"/cards/unggun/","group":"Experience","description":"Developed an early social networking platform for corporations, before the idea became known as a social intranet.","parent_label":"Part of","degree":1}},{"data":{"id":"co-creative-teams","label":"Unlocking Co-creative Teams","url":"/cards/co-creative-teams/","group":"Current interests","description":"I’m developing a Design Thinking training programme: Unlocking Co-creative Teams for Learning Organisations. The interest is in what teams carry into their everyday work after the ","parent_label":"Part of","degree":14}},{"data":{"id":"ways-of-working","label":"Ways of working","url":"/cards/ways-of-working/","group":"Practice","description":"Helping teams make their working patterns visible, introduce practices suited to their context, and develop the judgement to adapt them over time.","parent_label":"Part of","degree":14}},{"data":{"id":"publicis90","label":"Winner, Publicis90 Startup Competition","url":"/cards/publicis90/","group":"Highlights","description":"Winner, Publicis90 Startup Competition.HAIV · 2016.","parent_label":"Part of","degree":1}}],"edges":[{"data":{"id":"edge:adl:instant-cafe-theatre","source":"adl","target":"instant-cafe-theatre","type":"related","reason":"A related theatre collaboration running from 2008 to now.","category":"Related to","incoming_reason":"A related theatre collaboration running from 2008 to now.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:media-lab","source":"adl","target":"media-lab","type":"related","reason":"Live multimedia and control systems connect art and technology.","category":"Related to","incoming_reason":"Live multimedia and control systems connect art and technology.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:immersive-multimedia","source":"adl","target":"immersive-multimedia","type":"related","reason":"The draft system grew directly from this live-theatre practice.","category":"Related to","incoming_reason":"The draft system grew directly from this live-theatre practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:processing","source":"adl","target":"processing","type":"related","reason":"Processing and Most Pixels Ever were used to build the multi-screen engine.","category":"Related to","incoming_reason":"Processing and Most Pixels Ever were used to build the multi-screen engine.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:java","source":"adl","target":"java","type":"related","reason":"Java was part of the software layer for networked live control.","category":"Related to","incoming_reason":"Java was part of the software layer for networked live control.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:hero","source":"adl","target":"hero","type":"related","reason":"An early theatre project in the ADL-era practice.","category":"Related to","incoming_reason":"An early theatre project in the ADL-era practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:instant-cafe-kurang-manis","source":"adl","target":"instant-cafe-kurang-manis","type":"related","reason":"An early theatre project in the ADL-era practice.","category":"Related to","incoming_reason":"An early theatre project in the ADL-era practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:air-con","source":"adl","target":"air-con","type":"related","reason":"The multi-projector system was developed for this production.","category":"Related to","incoming_reason":"The multi-projector system was developed for this production.","incoming_category":"Referenced by"}},{"data":{"id":"edge:adl:pubnub","source":"adl","target":"pubnub","type":"related","reason":"Review the lexical and graph proximity between ADL: technology for live theatre and PubNub and real-time publish-subscribe.","category":"Related to","incoming_reason":"Review the lexical and graph proximity between ADL: technology for live theatre and PubNub and real-time publish-subscribe.","incoming_category":"Referenced by"}},{"data":{"id":"edge:agility-creativity:media-lab","source":"agility-creativity","target":"media-lab","type":"related","reason":"The connection between creative practice, technology, and making.","category":"Related to","incoming_reason":"The connection between creative practice, technology, and making.","incoming_category":"Referenced by"}},{"data":{"id":"edge:agility-creativity:co-creative-teams","source":"agility-creativity","target":"co-creative-teams","type":"related","reason":"A related interest in collective creativity and learning.","category":"Related to","incoming_reason":"A related interest in collective creativity and learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-assisted-development:mysotongkoo","source":"ai-assisted-development","target":"mysotongkoo","type":"related","reason":"A practical setting for exploring the development process.","category":"Related to","incoming_reason":"A practical setting for exploring the development process.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-assisted-development:connected-notes","source":"ai-assisted-development","target":"connected-notes","type":"related","reason":"Explicit connections can help organise the thinking around a prototype.","category":"Related to","incoming_reason":"Explicit connections can help organise the thinking around a prototype.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:shared-brain","source":"ai-augmented-knowledge-environments","target":"shared-brain","type":"related","reason":"The shared-brain experiment is the originating idea for organising knowledge as small, connected notes with an AI collaborator.","category":"Related to","incoming_reason":"The shared-brain experiment is the originating idea for organising knowledge as small, connected notes with an AI collaborator.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:connectome","source":"ai-augmented-knowledge-environments","target":"connectome","type":"related","reason":"This website’s connectome demonstrates how connected knowledge can become navigable.","category":"Related to","incoming_reason":"This website’s connectome demonstrates how connected knowledge can become navigable.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:mysotongkoo","source":"ai-augmented-knowledge-environments","target":"mysotongkoo","type":"related","reason":"MySotongkoo explores a local-AI application for retrieving, questioning, and working with information.","category":"Related to","incoming_reason":"MySotongkoo explores a local-AI application for retrieving, questioning, and working with information.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:cloudflare","source":"ai-augmented-knowledge-environments","target":"cloudflare","type":"related","reason":"Cloudflare provides a cloud environment in which I can prototype and publish related applications.","category":"Related to","incoming_reason":"Cloudflare provides a cloud environment in which I can prototype and publish related applications.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:organisations-systems","source":"ai-augmented-knowledge-environments","target":"organisations-systems","type":"related","reason":"The inquiry connects knowledge tools with how information and learning move through organisations.","category":"Related to","incoming_reason":"The inquiry connects knowledge tools with how information and learning move through organisations.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-augmented-knowledge-environments:connected-notes","source":"ai-augmented-knowledge-environments","target":"connected-notes","type":"related","reason":"Review the lexical and graph proximity between AI-augmented knowledge environments and Connected notes.","category":"Related to","incoming_reason":"Review the lexical and graph proximity between AI-augmented knowledge environments and Connected notes.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ai-logistics:data-ai","source":"ai-logistics","target":"data-ai","type":"related","reason":"AI-enabled logistics is a strand of my continuing learning.","category":"Related to","incoming_reason":"AI-enabled logistics is a strand of my continuing learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:air-con:instant-cafe-theatre","source":"air-con","target":"instant-cafe-theatre","type":"related","reason":"The production was made with Instant Cafe Theatre Company.","category":"Related to","incoming_reason":"The production was made with Instant Cafe Theatre Company.","incoming_category":"Referenced by"}},{"data":{"id":"edge:air-con:adl","source":"air-con","target":"adl","type":"related","reason":"The five-projector system was developed for this production.","category":"Related to","incoming_reason":"The five-projector system was developed for this production.","incoming_category":"Referenced by"}},{"data":{"id":"edge:air-con:immersive-multimedia","source":"air-con","target":"immersive-multimedia","type":"related","reason":"The production was the practical setting for the networked multi-projector system.","category":"Related to","incoming_reason":"The production was the practical setting for the networked multi-projector system.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ambank-bizrace:salescandy","source":"ambank-bizrace","target":"salescandy","type":"related","reason":"The award is recorded for SalesCandy in 2018.","category":"Related to","incoming_reason":"The award is recorded for SalesCandy in 2018.","incoming_category":"Referenced by"}},{"data":{"id":"edge:antara-methods:ways-of-working","source":"antara-methods","target":"ways-of-working","type":"related","reason":"This collaboration is one context in which I bring my ways-of-working practice into organisational consulting.","category":"Related to","incoming_reason":"This collaboration is one context in which I bring my ways-of-working practice into organisational consulting.","incoming_category":"Referenced by"}},{"data":{"id":"edge:antara-methods:organisations-systems","source":"antara-methods","target":"organisations-systems","type":"related","reason":"Organisational systems and technology consulting are part of this work.","category":"Related to","incoming_reason":"Organisational systems and technology consulting are part of this work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:antara-methods:technology-leadership","source":"antara-methods","target":"technology-leadership","type":"related","reason":"The work draws on experience across technology, products, teams, and organisations.","category":"Related to","incoming_reason":"The work draws on experience across technology, products, teams, and organisations.","incoming_category":"Referenced by"}},{"data":{"id":"edge:leo-burnett:agility-creativity","source":"leo-burnett","target":"agility-creativity","type":"related","reason":"These talks included presentations at Leo Burnett.","category":"Related to","incoming_reason":"These talks included presentations at Leo Burnett.","incoming_category":"Referenced by"}},{"data":{"id":"edge:leo-burnett:technology-leadership","source":"leo-burnett","target":"technology-leadership","type":"related","reason":"Leading a team building digital properties and campaigns.","category":"Related to","incoming_reason":"Leading a team building digital properties and campaigns.","incoming_category":"Referenced by"}},{"data":{"id":"edge:leo-burnett:tribal-ddb","source":"leo-burnett","target":"tribal-ddb","type":"related","reason":"Another role connecting creative agency work with technology.","category":"Related to","incoming_reason":"Another role connecting creative agency work with technology.","incoming_category":"Referenced by"}},{"data":{"id":"edge:artelligent:media-lab","source":"artelligent","target":"media-lab","type":"related","reason":"Multimedia authoring and scheduling connect software with media.","category":"Related to","incoming_reason":"Multimedia authoring and scheduling connect software with media.","incoming_category":"Referenced by"}},{"data":{"id":"edge:connectome-agent-prompt:connectome","source":"connectome-agent-prompt","target":"connectome","type":"example","reason":"The prompt is a practical interface for exploring the connectome with an AI assistant.","category":"Example","incoming_reason":"The prompt is a practical interface for exploring the connectome with an AI assistant.","incoming_category":"Example"}},{"data":{"id":"edge:connectome-agent-prompt:card-categories","source":"connectome-agent-prompt","target":"card-categories","type":"structure","reason":"The prompt asks an agent to preserve the distinctions between card categories.","category":"Structure","incoming_reason":"The prompt asks an agent to preserve the distinctions between card categories.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome-agent-prompt:relationship-types","source":"connectome-agent-prompt","target":"relationship-types","type":"structure","reason":"The prompt asks an agent to interpret authored relationships without overstating what they prove.","category":"Structure","incoming_reason":"The prompt asks an agent to interpret authored relationships without overstating what they prove.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome-agent-prompt:how-i-use-ai","source":"connectome-agent-prompt","target":"how-i-use-ai","type":"practice-in-action","reason":"The prompt demonstrates how I use AI as an inspectable collaborator while retaining human judgement.","category":"Practice in action","incoming_reason":"The prompt demonstrates how I use AI as an inspectable collaborator while retaining human judgement.","incoming_category":"Example"}},{"data":{"id":"edge:augmenting-intelligence:change-learning","source":"augmenting-intelligence","target":"change-learning","type":"related","reason":"Learning becomes meaningful when it changes what people can do in practice.","category":"Related to","incoming_reason":"Learning becomes meaningful when it changes what people can do in practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:augmenting-intelligence:co-creative-teams","source":"augmenting-intelligence","target":"co-creative-teams","type":"related","reason":"Collective intelligence develops through listening, making, reflection, and shared learning.","category":"Related to","incoming_reason":"Collective intelligence develops through listening, making, reflection, and shared learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:augmenting-intelligence:mysotongkoo","source":"augmenting-intelligence","target":"mysotongkoo","type":"related","reason":"A current experiment using local technology as an inspectable environment for executive learning.","category":"Related to","incoming_reason":"A current experiment using local technology as an inspectable environment for executive learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:augmenting-intelligence:shu-ha-ri","source":"augmenting-intelligence","target":"shu-ha-ri","type":"related","reason":"A model for moving from instructed practice towards adaptable judgement.","category":"Related to","incoming_reason":"A model for moving from instructed practice towards adaptable judgement.","incoming_category":"Referenced by"}},{"data":{"id":"edge:augmenting-intelligence:trainer-certification","source":"augmenting-intelligence","target":"trainer-certification","type":"related","reason":"A formal strand in my development as a trainer and learning practitioner.","category":"Related to","incoming_reason":"A formal strand in my development as a trainer and learning practitioner.","incoming_category":"Referenced by"}},{"data":{"id":"edge:augmenting-intelligence:data-ai","source":"augmenting-intelligence","target":"data-ai","type":"related","reason":"Data and AI are supporting technologies within this wider human learning practice.","category":"Related to","incoming_reason":"Data and AI are supporting technologies within this wider human learning practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:aws:aws-serverless","source":"aws","target":"aws-serverless","type":"related","reason":"A focused account of serverless practice at SalesCandy.","category":"Related to","incoming_reason":"A focused account of serverless practice at SalesCandy.","incoming_category":"Referenced by"}},{"data":{"id":"edge:aws:cloudflare","source":"aws","target":"cloudflare","type":"related","reason":"Earlier cloud experience provides context for my current exploration.","category":"Related to","incoming_reason":"Earlier cloud experience provides context for my current exploration.","incoming_category":"Referenced by"}},{"data":{"id":"edge:aws-serverless:aws","source":"aws-serverless","target":"aws","type":"related","reason":"The platform discussed in the AWS Activate 2021 talk.","category":"Related to","incoming_reason":"The platform discussed in the AWS Activate 2021 talk.","incoming_category":"Referenced by"}},{"data":{"id":"edge:aws-serverless:salescandy","source":"aws-serverless","target":"salescandy","type":"documents","reason":"The organisation whose architecture the talk describes.","category":"Documents","incoming_reason":"The organisation whose architecture the talk describes.","incoming_category":"Documented by"}},{"data":{"id":"edge:azure:cloudflare","source":"azure","target":"cloudflare","type":"related","reason":"Part of the experience I bring to exploring another platform.","category":"Related to","incoming_reason":"Part of the experience I bring to exploring another platform.","incoming_category":"Referenced by"}},{"data":{"id":"edge:media-lab-arts:media-lab","source":"media-lab-arts","target":"media-lab","type":"related","reason":"The academic thread behind my media lab practice.","category":"Related to","incoming_reason":"The academic thread behind my media lab practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:jekyll-build:jekyll","source":"jekyll-build","target":"jekyll","type":"structure","reason":"This card documents the build workflow behind the Jekyll content system.","category":"Structure","incoming_reason":"This card documents the build workflow behind the Jekyll content system.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll-build:cloudflare-workers-hosting","source":"jekyll-build","target":"cloudflare-workers-hosting","type":"structure","reason":"The checked build output is published through Cloudflare Workers Static Assets.","category":"Structure","incoming_reason":"The checked build output is published through Cloudflare Workers Static Assets.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll-build:jekyll-connected-notes","source":"jekyll-build","target":"jekyll-connected-notes","type":"structure","reason":"A full build derives incoming connections and prose mentions across the card collection.","category":"Structure","incoming_reason":"A full build derives incoming connections and prose mentions across the card collection.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll-build:how-i-use-ai","source":"jekyll-build","target":"how-i-use-ai","type":"practice-in-action","reason":"The inspectable build and validation results are part of how I work with AI agents.","category":"Practice in action","incoming_reason":"The inspectable build and validation results are part of how I work with AI agents.","incoming_category":"Example"}},{"data":{"id":"edge:cloudflare-domains:cloudflare-setup","source":"cloudflare-domains","target":"cloudflare-setup","type":"structure","reason":"Domain registration and DNS are one part of this website’s Cloudflare setup.","category":"Structure","incoming_reason":"Domain registration and DNS are one part of this website’s Cloudflare setup.","incoming_category":"Applied model"}},{"data":{"id":"edge:cloudflare-domains:cloudflare-workers-hosting","source":"cloudflare-domains","target":"cloudflare-workers-hosting","type":"structure","reason":"The domain and the hosting workflow solve different parts of publishing the site.","category":"Structure","incoming_reason":"The domain and the hosting workflow solve different parts of publishing the site.","incoming_category":"Applied model"}},{"data":{"id":"edge:change-learning:augmenting-intelligence","source":"change-learning","target":"augmenting-intelligence","type":"related","reason":"Changed capability and behaviour are the practical evidence of learning.","category":"Related to","incoming_reason":"Changed capability and behaviour are the practical evidence of learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:change-learning:ways-of-working","source":"change-learning","target":"ways-of-working","type":"related","reason":"Coaching helps teams turn reflection and experiments into practices they can evolve.","category":"Related to","incoming_reason":"Coaching helps teams turn reflection and experiments into practices they can evolve.","incoming_category":"Referenced by"}},{"data":{"id":"edge:change-learning:co-creative-teams","source":"change-learning","target":"co-creative-teams","type":"related","reason":"A training programme I’m developing around collective learning.","category":"Related to","incoming_reason":"A training programme I’m developing around collective learning.","incoming_category":"Referenced by"}},{"data":{"id":"edge:change-learning:trainer-certification","source":"change-learning","target":"trainer-certification","type":"related","reason":"A formal thread in my training background.","category":"Related to","incoming_reason":"A formal thread in my training background.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudcondo:superb","source":"cloudcondo","target":"superb","type":"related","reason":"CloudCondo was a finalist in the 2016 SUPERB competition.","category":"Related to","incoming_reason":"CloudCondo was a finalist in the 2016 SUPERB competition.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudcondo:software-cloud","source":"cloudcondo","target":"software-cloud","type":"related","reason":"A SaaS application within my software development work.","category":"Related to","incoming_reason":"A SaaS application within my software development work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudflare:aws","source":"cloudflare","target":"aws","type":"related","reason":"AWS was a major part of my SalesCandy years.","category":"Related to","incoming_reason":"AWS was a major part of my SalesCandy years.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudflare:azure","source":"cloudflare","target":"azure","type":"related","reason":"I worked with Azure in 2023–2025.","category":"Related to","incoming_reason":"I worked with Azure in 2023–2025.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudflare:google-cloud","source":"cloudflare","target":"google-cloud","type":"related","reason":"An overlapping thread of experience and current experiments.","category":"Related to","incoming_reason":"An overlapping thread of experience and current experiments.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudflare:rapid-prototyping","source":"cloudflare","target":"rapid-prototyping","type":"related","reason":"New projects give me a way to explore a different starting platform.","category":"Related to","incoming_reason":"New projects give me a way to explore a different starting platform.","incoming_category":"Referenced by"}},{"data":{"id":"edge:commone-vision:technology-leadership","source":"commone-vision","target":"technology-leadership","type":"related","reason":"A technical leadership role in AV and IT systems integration.","category":"Related to","incoming_reason":"A technical leadership role in AV and IT systems integration.","incoming_category":"Referenced by"}},{"data":{"id":"edge:commone-vision:adl","source":"commone-vision","target":"adl","type":"related","reason":"AV integration and show-control experience became a foundation for later theatre systems.","category":"Related to","incoming_reason":"AV integration and show-control experience became a foundation for later theatre systems.","incoming_category":"Referenced by"}},{"data":{"id":"edge:connected-notes:shared-brain","source":"connected-notes","target":"shared-brain","type":"inspiration","reason":"The article develops the approach that inspired this collection.","category":"Inspiration","incoming_reason":"The article develops the approach that inspired this collection.","incoming_category":"Source idea"}},{"data":{"id":"edge:jekyll-connected-notes:connected-notes","source":"jekyll-connected-notes","target":"connected-notes","type":"documents","reason":"This implementation note documents how connected notes are represented and built in Jekyll.","category":"Documents","incoming_reason":"This implementation note documents how connected notes are represented and built in Jekyll.","incoming_category":"Documented by"}},{"data":{"id":"edge:jekyll-connected-notes:connectome","source":"jekyll-connected-notes","target":"connectome","type":"structure","reason":"Jekyll derives the larger connectome from the card collection and its relationships.","category":"Structure","incoming_reason":"Jekyll derives the larger connectome from the card collection and its relationships.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll-connected-notes:jekyll-build","source":"jekyll-connected-notes","target":"jekyll-build","type":"structure","reason":"The full build validates destinations and derives incoming links across the collection.","category":"Structure","incoming_reason":"The full build validates destinations and derives incoming links across the collection.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll-connected-notes:relationship-types","source":"jekyll-connected-notes","target":"relationship-types","type":"structure","reason":"Typed relationships preserve the meaning of an authored link in both directions.","category":"Structure","incoming_reason":"Typed relationships preserve the meaning of an authored link in both directions.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome-resume:connectome","source":"connectome-resume","target":"connectome","type":"structure","reason":"The connectome reveals relationships that complement the résumé’s chronology.","category":"Structure","incoming_reason":"The connectome reveals relationships that complement the résumé’s chronology.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome-resume:connected-notes","source":"connectome-resume","target":"connected-notes","type":"structure","reason":"Connected notes let experience be explored across time without replacing the chronological record.","category":"Structure","incoming_reason":"Connected notes let experience be explored across time without replacing the chronological record.","incoming_category":"Applied model"}},{"data":{"id":"edge:customer-success-engineering:salescandy","source":"customer-success-engineering","target":"salescandy","type":"related","reason":"I trained Customer Success to operate as first-level technical support using our observability stack.","category":"Related to","incoming_reason":"I trained Customer Success to operate as first-level technical support using our observability stack.","incoming_category":"Referenced by"}},{"data":{"id":"edge:data-ai:data-science","source":"data-ai","target":"data-science","type":"related","reason":"Formal study within my data background.","category":"Related to","incoming_reason":"Formal study within my data background.","incoming_category":"Referenced by"}},{"data":{"id":"edge:data-ai:mysotongkoo","source":"data-ai","target":"mysotongkoo","type":"related","reason":"A current local-AI exploration for executive training.","category":"Related to","incoming_reason":"A current local-AI exploration for executive training.","incoming_category":"Referenced by"}},{"data":{"id":"edge:data-ai:ai-logistics","source":"data-ai","target":"ai-logistics","type":"related","reason":"A learning experience connecting AI and logistics.","category":"Related to","incoming_reason":"A learning experience connecting AI and logistics.","incoming_category":"Referenced by"}},{"data":{"id":"edge:data-science:data-ai","source":"data-science","target":"data-ai","type":"related","reason":"A formal foundation within the data strand of my practice.","category":"Related to","incoming_reason":"A formal foundation within the data strand of my practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:resources:ai-assisted-development","source":"resources","target":"ai-assisted-development","type":"related","reason":"These are the primary references I use while building with AI assistance.","category":"Related to","incoming_reason":"These are the primary references I use while building with AI assistance.","incoming_category":"Referenced by"}},{"data":{"id":"edge:resources:cloudflare","source":"resources","target":"cloudflare","type":"related","reason":"Cloudflare provides the domain and Workers static-assets hosting used by this site.","category":"Related to","incoming_reason":"Cloudflare provides the domain and Workers static-assets hosting used by this site.","incoming_category":"Referenced by"}},{"data":{"id":"edge:resources:connected-notes","source":"resources","target":"connected-notes","type":"related","reason":"The connected card system is built with Jekyll collections and templates.","category":"Related to","incoming_reason":"The connected card system is built with Jekyll collections and templates.","incoming_category":"Referenced by"}},{"data":{"id":"edge:digitaslbi:data-ai","source":"digitaslbi","target":"data-ai","type":"related","reason":"The role involved collecting, analysing, and activating consumer data.","category":"Related to","incoming_reason":"The role involved collecting, analysing, and activating consumer data.","incoming_category":"Referenced by"}},{"data":{"id":"edge:digitaslbi:technology-leadership","source":"digitaslbi","target":"technology-leadership","type":"related","reason":"Digital transformation strategy and project delivery.","category":"Related to","incoming_reason":"Digital transformation strategy and project delivery.","incoming_category":"Referenced by"}},{"data":{"id":"edge:domain-driven-design:salescandy","source":"domain-driven-design","target":"salescandy","type":"related","reason":"DDD bounded contexts and aggregates structured the SalesCandy lead routing logic.","category":"Related to","incoming_reason":"DDD bounded contexts and aggregates structured the SalesCandy lead routing logic.","incoming_category":"Referenced by"}},{"data":{"id":"edge:event-driven-architecture:salescandy","source":"event-driven-architecture","target":"salescandy","type":"related","reason":"Event patterns decoupled SalesCandy's distributed components and enabled real-time state updates.","category":"Related to","incoming_reason":"Event patterns decoupled SalesCandy's distributed components and enabled real-time state updates.","incoming_category":"Referenced by"}},{"data":{"id":"edge:superb:cloudcondo","source":"superb","target":"cloudcondo","type":"related","reason":"The finalist entry was CloudCondo in 2016.","category":"Related to","incoming_reason":"The finalist entry was CloudCondo in 2016.","incoming_category":"Referenced by"}},{"data":{"id":"edge:food-as-practice:media-lab","source":"food-as-practice","target":"media-lab","type":"practice","reason":"Food is another material setting for curiosity, attention, and learning through making.","category":"Practice","incoming_reason":"Food is another material setting for curiosity, attention, and learning through making.","incoming_category":"Wider context"}},{"data":{"id":"edge:food-as-practice:rapid-prototyping","source":"food-as-practice","target":"rapid-prototyping","type":"practice","reason":"Cooking also develops through making, sensing what happens, and adjusting the next iteration.","category":"Practice","incoming_reason":"Cooking also develops through making, sensing what happens, and adjusting the next iteration.","incoming_category":"Wider context"}},{"data":{"id":"edge:humanities-analytics:data-science","source":"humanities-analytics","target":"data-science","type":"related","reason":"Two different learning experiences connected through analysis.","category":"Related to","incoming_reason":"Two different learning experiences connected through analysis.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:organisational-development","source":"humanities-analytics","target":"organisational-development","type":"related","reason":"A current inquiry that also connects human contexts and systems thinking.","category":"Related to","incoming_reason":"A current inquiry that also connects human contexts and systems thinking.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:connectome","source":"humanities-analytics","target":"connectome","type":"related","reason":"The course sharpened my interest in how relationships across many small records can reveal patterns that are difficult to see one item at a time.","category":"Related to","incoming_reason":"The course sharpened my interest in how relationships across many small records can reveal patterns that are difficult to see one item at a time.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:ai-augmented-knowledge-environments","source":"humanities-analytics","target":"ai-augmented-knowledge-environments","type":"related","reason":"This inquiry extends the course’s interest in computational analysis into tools for retrieving, connecting, and interpreting knowledge with human judgement.","category":"Related to","incoming_reason":"This inquiry extends the course’s interest in computational analysis into tools for retrieving, connecting, and interpreting knowledge with human judgement.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:old-bailey-civilizing-process","source":"humanities-analytics","target":"old-bailey-civilizing-process","type":"related","reason":"A Lesson 1 case study showed how changing language in trial transcripts can provide evidence of cultural and institutional change.","category":"Related to","incoming_reason":"A Lesson 1 case study showed how changing language in trial transcripts can provide evidence of cultural and institutional change.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:russian-diary-writing","source":"humanities-analytics","target":"russian-diary-writing","type":"related","reason":"A Lesson 1 case study used recurring language around diaries to investigate how writers understood the practice of diary-writing.","category":"Related to","incoming_reason":"A Lesson 1 case study used recurring language around diaries to investigate how writers understood the practice of diary-writing.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:french-revolution-debates","source":"humanities-analytics","target":"french-revolution-debates","type":"related","reason":"A Lesson 1 case study traced novelty, transience, and resonance across speeches from the French Revolution.","category":"Related to","incoming_reason":"A Lesson 1 case study traced novelty, transience, and resonance across speeches from the French Revolution.","incoming_category":"Referenced by"}},{"data":{"id":"edge:humanities-analytics:humanities-analytics-process","source":"humanities-analytics","target":"humanities-analytics-process","type":"related","reason":"Lesson 1 framed computational text analysis as an iterative movement from a humanities question to concepts, data, measurements, analysis, and interpretation.","category":"Related to","incoming_reason":"Lesson 1 framed computational text analysis as an iterative movement from a humanities question to concepts, data, measurements, analysis, and interpretation.","incoming_category":"Referenced by"}},{"data":{"id":"edge:jekyll:shared-brain","source":"jekyll","target":"shared-brain","type":"inspiration","reason":"The shared-brain experiment supplied the organising idea behind the Jekyll card collection.","category":"Inspiration","incoming_reason":"The shared-brain experiment supplied the organising idea behind the Jekyll card collection.","incoming_category":"Source idea"}},{"data":{"id":"edge:jekyll:connected-notes","source":"jekyll","target":"connected-notes","type":"structure","reason":"Jekyll collections give the connected notes a file-based publishing structure.","category":"Structure","incoming_reason":"Jekyll collections give the connected notes a file-based publishing structure.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll:jekyll-build","source":"jekyll","target":"jekyll-build","type":"structure","reason":"The build card documents how these sources become checked static output.","category":"Structure","incoming_reason":"The build card documents how these sources become checked static output.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll:cloudflare-setup","source":"jekyll","target":"cloudflare-setup","type":"structure","reason":"Cloudflare publishes the static output produced by Jekyll.","category":"Structure","incoming_reason":"Cloudflare publishes the static output produced by Jekyll.","incoming_category":"Applied model"}},{"data":{"id":"edge:jekyll:how-i-use-ai","source":"jekyll","target":"how-i-use-ai","type":"practice-in-action","reason":"AI agents work with the same visible files, metadata, and build checks.","category":"Practice in action","incoming_reason":"AI agents work with the same visible files, metadata, and build checks.","incoming_category":"Example"}},{"data":{"id":"edge:atomic-content-studio:connected-notes","source":"atomic-content-studio","target":"connected-notes","type":"structure","reason":"The studio treats the connected note as the atomic unit of authoring and review.","category":"Structure","incoming_reason":"The studio treats the connected note as the atomic unit of authoring and review.","incoming_category":"Applied model"}},{"data":{"id":"edge:atomic-content-studio:jekyll","source":"atomic-content-studio","target":"jekyll","type":"documents","reason":"This development continues the Jekyll connectome’s file-backed authoring approach.","category":"Documents","incoming_reason":"This development continues the Jekyll connectome’s file-backed authoring approach.","incoming_category":"Documented by"}},{"data":{"id":"edge:atomic-content-studio:relationship-types","source":"atomic-content-studio","target":"relationship-types","type":"structure","reason":"Explainable proposals use the site’s registered relationship types rather than inventing untracked links.","category":"Structure","incoming_reason":"Explainable proposals use the site’s registered relationship types rather than inventing untracked links.","incoming_category":"Applied model"}},{"data":{"id":"edge:atomic-content-studio:how-i-use-ai","source":"atomic-content-studio","target":"how-i-use-ai","type":"practice-in-action","reason":"Manual, reviewable AI assistance applies the working boundaries described in How I use AI.","category":"Practice in action","incoming_reason":"Manual, reviewable AI assistance applies the working boundaries described in How I use AI.","incoming_category":"Example"}},{"data":{"id":"edge:atomic-content-studio:card-categories","source":"atomic-content-studio","target":"card-categories","type":"structure","reason":"Groups organise kinds of context while cards remain focused on one reusable idea.","category":"Structure","incoming_reason":"Groups organise kinds of context while cards remain focused on one reusable idea.","incoming_category":"Applied model"}},{"data":{"id":"edge:google-cloud:google-cloud-certification","source":"google-cloud","target":"google-cloud-certification","type":"related","reason":"Professional certification earned in 2025.","category":"Related to","incoming_reason":"Professional certification earned in 2025.","incoming_category":"Referenced by"}},{"data":{"id":"edge:google-cloud:cloudflare","source":"google-cloud","target":"cloudflare","type":"related","reason":"An overlapping cloud interest alongside my current Cloudflare-first preference.","category":"Related to","incoming_reason":"An overlapping cloud interest alongside my current Cloudflare-first preference.","incoming_category":"Referenced by"}},{"data":{"id":"edge:google-cloud-certification:google-cloud","source":"google-cloud-certification","target":"google-cloud","type":"related","reason":"The certification is one part of my Google Cloud experience.","category":"Related to","incoming_reason":"The certification is one part of my Google Cloud experience.","incoming_category":"Referenced by"}},{"data":{"id":"edge:hero:instant-cafe-theatre","source":"hero","target":"instant-cafe-theatre","type":"related","reason":"An early project with Instant Cafe Theatre Company.","category":"Related to","incoming_reason":"An early project with Instant Cafe Theatre Company.","incoming_category":"Referenced by"}},{"data":{"id":"edge:hero:adl","source":"hero","target":"adl","type":"related","reason":"Part of the live multimedia theatre practice developed during the ADL era.","category":"Related to","incoming_reason":"Part of the live multimedia theatre practice developed during the ADL era.","incoming_category":"Referenced by"}},{"data":{"id":"edge:hiraku-media:software-cloud","source":"hiraku-media","target":"software-cloud","type":"related","reason":"Software R&D for streaming and peer-to-peer distribution.","category":"Related to","incoming_reason":"Software R&D for streaming and peer-to-peer distribution.","incoming_category":"Referenced by"}},{"data":{"id":"edge:how-i-use-ai:the-new-mass-media","source":"how-i-use-ai","target":"the-new-mass-media","type":"practice-in-action","reason":"My use of AI is one practical encounter with the wider shift toward AI-mediated information.","category":"Practice in action","incoming_reason":"My use of AI is one practical encounter with the wider shift toward AI-mediated information.","incoming_category":"Example"}},{"data":{"id":"edge:how-i-use-ai:ai-assisted-development","source":"how-i-use-ai","target":"ai-assisted-development","type":"example","reason":"AI-assisted development is one recurring form this collaboration takes.","category":"Example","incoming_reason":"AI-assisted development is one recurring form this collaboration takes.","incoming_category":"Example"}},{"data":{"id":"edge:how-i-use-ai:connected-notes","source":"how-i-use-ai","target":"connected-notes","type":"method-used","reason":"I organise this website as small connected notes that agents and people can inspect.","category":"Method used","incoming_reason":"I organise this website as small connected notes that agents and people can inspect.","incoming_category":"Used by"}},{"data":{"id":"edge:how-i-use-ai:mysotongkoo","source":"how-i-use-ai","target":"mysotongkoo","type":"current-inquiry","reason":"MySotongkoo extends these questions into a local-AI environment for executive learning.","category":"Current inquiry","incoming_reason":"MySotongkoo extends these questions into a local-AI environment for executive learning.","incoming_category":"Learning context"}},{"data":{"id":"edge:relationship-types:connectome","source":"relationship-types","target":"connectome","type":"structure","reason":"Relationship types give the connectome’s arrows their specific meaning.","category":"Structure","incoming_reason":"Relationship types give the connectome’s arrows their specific meaning.","incoming_category":"Applied model"}},{"data":{"id":"edge:relationship-types:card-categories","source":"relationship-types","target":"card-categories","type":"structure","reason":"Categories describe what kind of context a card provides; relationship types describe how two cards connect.","category":"Structure","incoming_reason":"Categories describe what kind of context a card provides; relationship types describe how two cards connect.","incoming_category":"Applied model"}},{"data":{"id":"edge:relationship-types:connected-notes","source":"relationship-types","target":"connected-notes","type":"structure","reason":"Typed, explained links turn separate connected notes into a navigable body of knowledge.","category":"Structure","incoming_reason":"Typed, explained links turn separate connected notes into a navigable body of knowledge.","incoming_category":"Applied model"}},{"data":{"id":"edge:card-categories:connectome","source":"card-categories","target":"connectome","type":"structure","reason":"Categories provide one way to read the cards within the larger connectome.","category":"Structure","incoming_reason":"Categories provide one way to read the cards within the larger connectome.","incoming_category":"Applied model"}},{"data":{"id":"edge:card-categories:connected-notes","source":"card-categories","target":"connected-notes","type":"structure","reason":"Each connected note belongs to one category that describes the context it provides.","category":"Structure","incoming_reason":"Each connected note belongs to one category that describes the context it provides.","incoming_category":"Applied model"}},{"data":{"id":"edge:card-categories:relationship-types","source":"card-categories","target":"relationship-types","type":"structure","reason":"Categories describe cards; relationship types describe the meaningful connections between them.","category":"Structure","incoming_reason":"Categories describe cards; relationship types describe the meaningful connections between them.","incoming_category":"Applied model"}},{"data":{"id":"edge:trainer-certification:co-creative-teams","source":"trainer-certification","target":"co-creative-teams","type":"related","reason":"My training background connects to the programme I’m developing.","category":"Related to","incoming_reason":"My training background connects to the programme I’m developing.","incoming_category":"Referenced by"}},{"data":{"id":"edge:immersive-multimedia:adl","source":"immersive-multimedia","target":"adl","type":"related","reason":"The system documents a technical strand of my ADL theatre work.","category":"Related to","incoming_reason":"The system documents a technical strand of my ADL theatre work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:immersive-multimedia:instant-cafe-theatre","source":"immersive-multimedia","target":"instant-cafe-theatre","type":"related","reason":"Air Con was a theatre production by Instant Cafe Theatre Company.","category":"Related to","incoming_reason":"Air Con was a theatre production by Instant Cafe Theatre Company.","incoming_category":"Referenced by"}},{"data":{"id":"edge:immersive-multimedia:processing","source":"immersive-multimedia","target":"processing","type":"related","reason":"The prototype used Processing and Most Pixels Ever.","category":"Related to","incoming_reason":"The prototype used Processing and Most Pixels Ever.","incoming_category":"Referenced by"}},{"data":{"id":"edge:immersive-multimedia:java","source":"immersive-multimedia","target":"java","type":"related","reason":"Java provided the networked software layer described in the draft.","category":"Related to","incoming_reason":"Java provided the networked software layer described in the draft.","incoming_category":"Referenced by"}},{"data":{"id":"edge:indesign:media-lab","source":"indesign","target":"media-lab","type":"related","reason":"Websites and interactive multimedia were part of this practice.","category":"Related to","incoming_reason":"Websites and interactive multimedia were part of this practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-theatre:adl","source":"instant-cafe-theatre","target":"adl","type":"related","reason":"A related thread in technology for live performance.","category":"Related to","incoming_reason":"A related thread in technology for live performance.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-theatre:hero","source":"instant-cafe-theatre","target":"hero","type":"related","reason":"An early theatre project with multimedia work.","category":"Related to","incoming_reason":"An early theatre project with multimedia work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-theatre:instant-cafe-kurang-manis","source":"instant-cafe-theatre","target":"instant-cafe-kurang-manis","type":"related","reason":"An early theatre project from 2007.","category":"Related to","incoming_reason":"An early theatre project from 2007.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-theatre:air-con","source":"instant-cafe-theatre","target":"air-con","type":"related","reason":"The five-projector theatre system was developed for this production.","category":"Related to","incoming_reason":"The five-projector theatre system was developed for this production.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-kurang-manis:instant-cafe-theatre","source":"instant-cafe-kurang-manis","target":"instant-cafe-theatre","type":"related","reason":"A 2007 project with Instant Cafe Theatre Company.","category":"Related to","incoming_reason":"A 2007 project with Instant Cafe Theatre Company.","incoming_category":"Referenced by"}},{"data":{"id":"edge:instant-cafe-kurang-manis:adl","source":"instant-cafe-kurang-manis","target":"adl","type":"related","reason":"Part of the live multimedia theatre practice developed during the ADL era.","category":"Related to","incoming_reason":"Part of the live multimedia theatre practice developed during the ADL era.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ditto:media-lab","source":"ditto","target":"media-lab","type":"related","reason":"A research collaboration connecting technology with human needs.","category":"Related to","incoming_reason":"A research collaboration connecting technology with human needs.","incoming_category":"Referenced by"}},{"data":{"id":"edge:java:adl","source":"java","target":"adl","type":"related","reason":"Java was part of the software layer for live theatre systems.","category":"Related to","incoming_reason":"Java was part of the software layer for live theatre systems.","incoming_category":"Referenced by"}},{"data":{"id":"edge:java:immersive-multimedia","source":"java","target":"immersive-multimedia","type":"related","reason":"The multi-projector draft describes a Java-based implementation path.","category":"Related to","incoming_reason":"The multi-projector draft describes a Java-based implementation path.","incoming_category":"Referenced by"}},{"data":{"id":"edge:shared-brain:connected-notes","source":"shared-brain","target":"connected-notes","type":"developed-into","reason":"The organising idea behind this collection of linked cards.","category":"Developed into","incoming_reason":"The organising idea behind this collection of linked cards.","incoming_category":"Developed from"}},{"data":{"id":"edge:shared-brain:ai-assisted-development","source":"shared-brain","target":"ai-assisted-development","type":"related","reason":"A related exploration of thinking and making with AI.","category":"Related to","incoming_reason":"A related exploration of thinking and making with AI.","incoming_category":"Referenced by"}},{"data":{"id":"edge:shared-brain:connectome","source":"shared-brain","target":"connectome","type":"developed-into","reason":"Explores the concept of a networked knowledge base or shared brain.","category":"Developed into","incoming_reason":"Explores the concept of a networked knowledge base or shared brain.","incoming_category":"Developed from"}},{"data":{"id":"edge:shared-brain:mysotongkoo","source":"shared-brain","target":"mysotongkoo","type":"developed-into","reason":"Develops the shared-brain idea into a local AI assistant for working with information and learning.","category":"Developed into","incoming_reason":"Develops the shared-brain idea into a local AI assistant for working with information and learning.","incoming_category":"Developed from"}},{"data":{"id":"edge:mcdonalds-mobile:leo-burnett","source":"mcdonalds-mobile","target":"leo-burnett","type":"employer-context","reason":"I built this campaign while working at Leo Burnett.","category":"Employer context","incoming_reason":"The McDonald’s mobile campaign is an example of my work at Leo Burnett.","incoming_category":"Campaign delivered"}},{"data":{"id":"edge:mcdonalds-mobile:pubnub","source":"mcdonalds-mobile","target":"pubnub","type":"technology-used","reason":"The campaign used PubNub for real-time publish-subscribe communication.","category":"Technology used","incoming_reason":"The McDonald’s campaign put PubNub’s real-time messaging into practice.","incoming_category":"Used by"}},{"data":{"id":"edge:mcdonalds-mobile:software-cloud","source":"mcdonalds-mobile","target":"software-cloud","type":"related","reason":"Real-time publish-subscribe communication connects this campaign account to software practice.","category":"Related to","incoming_reason":"Real-time publish-subscribe communication connects this campaign account to software practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:media-lab:media-lab-arts","source":"media-lab","target":"media-lab-arts","type":"related","reason":"The degree behind this strand of my practice.","category":"Related to","incoming_reason":"The degree behind this strand of my practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:media-lab:adl","source":"media-lab","target":"adl","type":"related","reason":"Art and technology meet in live performance software.","category":"Related to","incoming_reason":"Art and technology meet in live performance software.","incoming_category":"Referenced by"}},{"data":{"id":"edge:media-lab:rapid-prototyping","source":"media-lab","target":"rapid-prototyping","type":"related","reason":"Making ideas tangible is part of how I work.","category":"Related to","incoming_reason":"Making ideas tangible is part of how I work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:cloudflare-setup:cloudflare","source":"cloudflare-setup","target":"cloudflare","type":"practice-in-action","reason":"This website is one practical setting for my Cloudflare-first exploration.","category":"Practice in action","incoming_reason":"This website is one practical setting for my Cloudflare-first exploration.","incoming_category":"Example"}},{"data":{"id":"edge:cloudflare-setup:cloudflare-domains","source":"cloudflare-setup","target":"cloudflare-domains","type":"structure","reason":"Domain registration and DNS form one part of the setup.","category":"Structure","incoming_reason":"Domain registration and DNS form one part of the setup.","incoming_category":"Applied model"}},{"data":{"id":"edge:cloudflare-setup:cloudflare-workers-hosting","source":"cloudflare-setup","target":"cloudflare-workers-hosting","type":"structure","reason":"A Worker serving static assets forms the publishing side of the setup.","category":"Structure","incoming_reason":"A Worker serving static assets forms the publishing side of the setup.","incoming_category":"Applied model"}},{"data":{"id":"edge:cloudflare-setup:jekyll","source":"cloudflare-setup","target":"jekyll","type":"technology-used","reason":"Jekyll turns the card and page sources into the static files Cloudflare serves.","category":"Technology used","incoming_reason":"Jekyll turns the card and page sources into the static files Cloudflare serves.","incoming_category":"Used by"}},{"data":{"id":"edge:cloudflare-workers-hosting:cloudflare-setup","source":"cloudflare-workers-hosting","target":"cloudflare-setup","type":"structure","reason":"Worker-hosted static assets provide the publishing side of the wider Cloudflare setup.","category":"Structure","incoming_reason":"Worker-hosted static assets provide the publishing side of the wider Cloudflare setup.","incoming_category":"Applied model"}},{"data":{"id":"edge:cloudflare-workers-hosting:jekyll-build","source":"cloudflare-workers-hosting","target":"jekyll-build","type":"structure","reason":"The Jekyll build produces and checks the static files that the Worker serves.","category":"Structure","incoming_reason":"The Jekyll build produces and checks the static files that the Worker serves.","incoming_category":"Applied model"}},{"data":{"id":"edge:cloudflare-workers-hosting:cloudflare-domains","source":"cloudflare-workers-hosting","target":"cloudflare-domains","type":"structure","reason":"The custom domain gives the generated site its public address.","category":"Structure","incoming_reason":"The custom domain gives the generated site its public address.","incoming_category":"Applied model"}},{"data":{"id":"edge:mysotongkoo:python","source":"mysotongkoo","target":"python","type":"related","reason":"One of the tools I’m using to explore the solution.","category":"Related to","incoming_reason":"One of the tools I’m using to explore the solution.","incoming_category":"Referenced by"}},{"data":{"id":"edge:mysotongkoo:textual","source":"mysotongkoo","target":"textual","type":"related","reason":"An interface direction I’m exploring.","category":"Related to","incoming_reason":"An interface direction I’m exploring.","incoming_category":"Referenced by"}},{"data":{"id":"edge:mysotongkoo:ai-assisted-development","source":"mysotongkoo","target":"ai-assisted-development","type":"related","reason":"Part of how I’m developing and testing ideas.","category":"Related to","incoming_reason":"Part of how I’m developing and testing ideas.","incoming_category":"Referenced by"}},{"data":{"id":"edge:mysotongkoo:change-learning","source":"mysotongkoo","target":"change-learning","type":"related","reason":"Executive training connects this project with my learning practice.","category":"Related to","incoming_reason":"Executive training connects this project with my learning practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:next-stock-market-game:pubnub","source":"next-stock-market-game","target":"pubnub","type":"related","reason":"This was the first project I used PubNub for, delivering real-time updates.","category":"Related to","incoming_reason":"This was the first project I used PubNub for, delivering real-time updates.","incoming_category":"Referenced by"}},{"data":{"id":"edge:onepoint:technology-leadership","source":"onepoint","target":"technology-leadership","type":"related","reason":"Cross-disciplinary work and supporting regional teams.","category":"Related to","incoming_reason":"Cross-disciplinary work and supporting regional teams.","incoming_category":"Referenced by"}},{"data":{"id":"edge:onepoint:shared-brain","source":"onepoint","target":"shared-brain","type":"related","reason":"Published with Onepoint during this period.","category":"Related to","incoming_reason":"Published with Onepoint during this period.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisations-systems:antara-methods","source":"organisations-systems","target":"antara-methods","type":"related","reason":"Organisational systems and technology consulting are part of this role.","category":"Related to","incoming_reason":"Organisational systems and technology consulting are part of this role.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisations-systems:organisational-development","source":"organisations-systems","target":"organisational-development","type":"related","reason":"A current line of study connected to organisational life.","category":"Related to","incoming_reason":"A current line of study connected to organisational life.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisational-development:ways-of-working","source":"organisational-development","target":"ways-of-working","type":"related","reason":"This independent inquiry brings a developmental perspective to how teams and organisations work.","category":"Related to","incoming_reason":"This independent inquiry brings a developmental perspective to how teams and organisations work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisational-development:antara-methods","source":"organisational-development","target":"antara-methods","type":"related","reason":"A related collaboration in integral, values-centred organisational consulting.","category":"Related to","incoming_reason":"A related collaboration in integral, values-centred organisational consulting.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisational-development:organisations-systems","source":"organisational-development","target":"organisations-systems","type":"related","reason":"The systems strand of my practice connects to this inquiry.","category":"Related to","incoming_reason":"The systems strand of my practice connects to this inquiry.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisational-development:onepoint","source":"organisational-development","target":"onepoint","type":"related","reason":"Team leadership provides situations to reflect on.","category":"Related to","incoming_reason":"Team leadership provides situations to reflect on.","incoming_category":"Referenced by"}},{"data":{"id":"edge:organisational-development:humanities-analytics","source":"organisational-development","target":"humanities-analytics","type":"related","reason":"A related learning thread connecting people and analytical perspectives.","category":"Related to","incoming_reason":"A related learning thread connecting people and analytical perspectives.","incoming_category":"Referenced by"}},{"data":{"id":"edge:processing:media-lab","source":"processing","target":"media-lab","type":"related","reason":"Processing carries the computational-media thread of my media lab practice.","category":"Related to","incoming_reason":"Processing carries the computational-media thread of my media lab practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:processing:immersive-multimedia","source":"processing","target":"immersive-multimedia","type":"related","reason":"The language powered the documented multi-projector prototype.","category":"Related to","incoming_reason":"The language powered the documented multi-projector prototype.","incoming_category":"Referenced by"}},{"data":{"id":"edge:processing:adl","source":"processing","target":"adl","type":"related","reason":"Creative coding became practical through live theatre systems.","category":"Related to","incoming_reason":"Creative coding became practical through live theatre systems.","incoming_category":"Referenced by"}},{"data":{"id":"edge:pubnub:mcdonalds-mobile","source":"pubnub","target":"mcdonalds-mobile","type":"related","reason":"I leveraged PubNub's technology to deliver real-time features for the McDonald’s mobile campaign.","category":"Related to","incoming_reason":"I leveraged PubNub's technology to deliver real-time features for the McDonald’s mobile campaign.","incoming_category":"Referenced by"}},{"data":{"id":"edge:pubnub:software-cloud","source":"pubnub","target":"software-cloud","type":"related","reason":"Real-time messaging was part of my broader software and cloud practice.","category":"Related to","incoming_reason":"Real-time messaging was part of my broader software and cloud practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:pubnub:save-the-turtles","source":"pubnub","target":"save-the-turtles","type":"related","reason":"Leveraged PubNub for real-time interactive elements in the TCS Be A Hero project.","category":"Related to","incoming_reason":"Leveraged PubNub for real-time interactive elements in the TCS Be A Hero project.","incoming_category":"Referenced by"}},{"data":{"id":"edge:pubnub:next-stock-market-game","source":"pubnub","target":"next-stock-market-game","type":"related","reason":"Used PubNub's publish-subscribe network for live stock market simulation and updates.","category":"Related to","incoming_reason":"Used PubNub's publish-subscribe network for live stock market simulation and updates.","incoming_category":"Referenced by"}},{"data":{"id":"edge:python:textual","source":"python","target":"textual","type":"related","reason":"I’m exploring Textual apps in Python.","category":"Related to","incoming_reason":"I’m exploring Textual apps in Python.","incoming_category":"Referenced by"}},{"data":{"id":"edge:python:mysotongkoo","source":"python","target":"mysotongkoo","type":"related","reason":"The current local-AI project where I’m exploring these tools.","category":"Related to","incoming_reason":"The current local-AI project where I’m exploring these tools.","incoming_category":"Referenced by"}},{"data":{"id":"edge:rapid-prototyping:co-creative-teams","source":"rapid-prototyping","target":"co-creative-teams","type":"related","reason":"A tangible experiment can help a team learn together.","category":"Related to","incoming_reason":"A tangible experiment can help a team learn together.","incoming_category":"Referenced by"}},{"data":{"id":"edge:rapid-prototyping:adl","source":"rapid-prototyping","target":"adl","type":"related","reason":"Live-performance software made creative and technical ideas tangible under real conditions.","category":"Related to","incoming_reason":"Live-performance software made creative and technical ideas tangible under real conditions.","incoming_category":"Referenced by"}},{"data":{"id":"edge:rapid-prototyping:leo-burnett","source":"rapid-prototyping","target":"leo-burnett","type":"related","reason":"Interactive campaign work connected creative ideas with technical production.","category":"Related to","incoming_reason":"Interactive campaign work connected creative ideas with technical production.","incoming_category":"Referenced by"}},{"data":{"id":"edge:rapid-prototyping:salescandy","source":"rapid-prototyping","target":"salescandy","type":"related","reason":"Product development turned customer and operational needs into a sustained application.","category":"Related to","incoming_reason":"Product development turned customer and operational needs into a sustained application.","incoming_category":"Referenced by"}},{"data":{"id":"edge:salescandy:aws","source":"salescandy","target":"aws","type":"technology-used","reason":"AWS underpinned the cloud-native SaaS work described in my résumé.","category":"Technology used","incoming_reason":"AWS underpinned the cloud-native SaaS work described in my résumé.","incoming_category":"Used by"}},{"data":{"id":"edge:salescandy:google-cloud","source":"salescandy","target":"google-cloud","type":"technology-used","reason":"I also worked with Google Cloud during my SalesCandy years.","category":"Technology used","incoming_reason":"I also worked with Google Cloud during my SalesCandy years.","incoming_category":"Used by"}},{"data":{"id":"edge:salescandy:aws-serverless","source":"salescandy","target":"aws-serverless","type":"related","reason":"My talk about the technology used at SalesCandy.","category":"Related to","incoming_reason":"My talk about the technology used at SalesCandy.","incoming_category":"Referenced by"}},{"data":{"id":"edge:salescandy:ambank-bizrace","source":"salescandy","target":"ambank-bizrace","type":"related","reason":"SalesCandy received this award in 2018.","category":"Related to","incoming_reason":"SalesCandy received this award in 2018.","incoming_category":"Referenced by"}},{"data":{"id":"edge:salescandy:domain-driven-design","source":"salescandy","target":"domain-driven-design","type":"method-used","reason":"DDD guided the architecture of the SalesCandy core system.","category":"Method used","incoming_reason":"DDD guided the architecture of the SalesCandy core system.","incoming_category":"Used by"}},{"data":{"id":"edge:salescandy:event-driven-architecture","source":"salescandy","target":"event-driven-architecture","type":"method-used","reason":"Event-driven patterns connected SalesCandy's distributed components.","category":"Method used","incoming_reason":"Event-driven patterns connected SalesCandy's distributed components.","incoming_category":"Used by"}},{"data":{"id":"edge:salescandy:customer-success-engineering","source":"salescandy","target":"customer-success-engineering","type":"related","reason":"I trained Customer Success to operate as first-level technical support using our observability stack.","category":"Related to","incoming_reason":"I trained Customer Success to operate as first-level technical support using our observability stack.","incoming_category":"Referenced by"}},{"data":{"id":"edge:jandi-salescandy:salescandy","source":"jandi-salescandy","target":"salescandy","type":"documents","reason":"I wrote this customer story from my experience leading technology at SalesCandy.","category":"Documents","incoming_reason":"I wrote this customer story from my experience leading technology at SalesCandy.","incoming_category":"Documented by"}},{"data":{"id":"edge:jandi-salescandy:ways-of-working","source":"jandi-salescandy","target":"ways-of-working","type":"practice-in-action","reason":"The story describes communication practices and shared working surfaces used by a distributed product team.","category":"Practice in action","incoming_reason":"The story describes communication practices and shared working surfaces used by a distributed product team.","incoming_category":"Example"}},{"data":{"id":"edge:jandi-salescandy:technology-leadership","source":"jandi-salescandy","target":"technology-leadership","type":"example","reason":"Moving the team’s communication and operational knowledge into a shared environment was part of my technology leadership role.","category":"Example","incoming_reason":"Moving the team’s communication and operational knowledge into a shared environment was part of my technology leadership role.","incoming_category":"Example"}},{"data":{"id":"edge:shu-ha-ri:change-learning","source":"shu-ha-ri","target":"change-learning","type":"related","reason":"Learning and development are central themes of this article.","category":"Related to","incoming_reason":"Learning and development are central themes of this article.","incoming_category":"Referenced by"}},{"data":{"id":"edge:shu-ha-ri:co-creative-teams","source":"shu-ha-ri","target":"co-creative-teams","type":"related","reason":"Related questions about how teams learn through practice.","category":"Related to","incoming_reason":"Related questions about how teams learn through practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:aws","source":"software-cloud","target":"aws","type":"related","reason":"Cloud experience connected to SalesCandy.","category":"Related to","incoming_reason":"Cloud experience connected to SalesCandy.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:azure","source":"software-cloud","target":"azure","type":"related","reason":"A platform I worked with in 2023–2025.","category":"Related to","incoming_reason":"A platform I worked with in 2023–2025.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:google-cloud","source":"software-cloud","target":"google-cloud","type":"related","reason":"Experience, certification, and current integration experiments.","category":"Related to","incoming_reason":"Experience, certification, and current integration experiments.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:python","source":"software-cloud","target":"python","type":"related","reason":"A tool in my current prototyping practice.","category":"Related to","incoming_reason":"A tool in my current prototyping practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:save-the-turtles:pubnub","source":"save-the-turtles","target":"pubnub","type":"related","reason":"Used PubNub for real-time interactive elements in the TCS Be A Hero project.","category":"Related to","incoming_reason":"Used PubNub for real-time interactive elements in the TCS Be A Hero project.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tech:resources","source":"tech","target":"resources","type":"related","reason":"The resources card collects the definitive documentation for this site's technology stack.","category":"Related to","incoming_reason":"The resources card collects the definitive documentation for this site's technology stack.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tech:connectome","source":"tech","target":"connectome","type":"related","reason":"The connectome is the card system that makes the site's technology and ideas navigable.","category":"Related to","incoming_reason":"The connectome is the card system that makes the site's technology and ideas navigable.","incoming_category":"Referenced by"}},{"data":{"id":"edge:technology-leadership:ways-of-working","source":"technology-leadership","target":"ways-of-working","type":"related","reason":"My leadership roles included helping teams introduce and adapt new working practices.","category":"Related to","incoming_reason":"My leadership roles included helping teams introduce and adapt new working practices.","incoming_category":"Referenced by"}},{"data":{"id":"edge:technology-leadership:salescandy","source":"technology-leadership","target":"salescandy","type":"related","reason":"Product and engineering leadership in a SaaS organisation.","category":"Related to","incoming_reason":"Product and engineering leadership in a SaaS organisation.","incoming_category":"Referenced by"}},{"data":{"id":"edge:technology-leadership:onepoint","source":"technology-leadership","target":"onepoint","type":"related","reason":"Leadership across disciplines and regional delivery.","category":"Related to","incoming_reason":"Leadership across disciplines and regional delivery.","incoming_category":"Referenced by"}},{"data":{"id":"edge:technology-leadership:leo-burnett","source":"technology-leadership","target":"leo-burnett","type":"related","reason":"Directing multidisciplinary teams connecting creative intent and technical delivery.","category":"Related to","incoming_reason":"Directing multidisciplinary teams connecting creative intent and technical delivery.","incoming_category":"Referenced by"}},{"data":{"id":"edge:textual:mysotongkoo","source":"textual","target":"mysotongkoo","type":"related","reason":"The executive training project that gives this exploration a context.","category":"Related to","incoming_reason":"The executive training project that gives this exploration a context.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tf-idf:connected-notes","source":"tf-idf","target":"connected-notes","type":"related","reason":"TF-IDF compares the language across connected notes to surface possible relationships for review.","category":"Related to","incoming_reason":"TF-IDF compares the language across connected notes to surface possible relationships for review.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tf-idf:connectome","source":"tf-idf","target":"connectome","type":"related","reason":"Lexical similarity is combined with existing graph neighbourhoods when finding candidates for the connectome.","category":"Related to","incoming_reason":"Lexical similarity is combined with existing graph neighbourhoods when finding candidates for the connectome.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tf-idf:ai-assisted-development","source":"tf-idf","target":"ai-assisted-development","type":"related","reason":"The content studio separates deterministic candidate discovery from optional OpenAI or Ollama inference.","category":"Related to","incoming_reason":"The content studio separates deterministic candidate discovery from optional OpenAI or Ollama inference.","incoming_category":"Referenced by"}},{"data":{"id":"edge:connectome:organisations-systems","source":"connectome","target":"organisations-systems","type":"practice-in-action","reason":"The connectome makes a complex practice visible as a navigable system of relationships.","category":"Practice in action","incoming_reason":"The connectome is one example of making complexity visible.","incoming_category":"Example"}},{"data":{"id":"edge:connectome:connected-notes","source":"connectome","target":"connected-notes","type":"structure","reason":"The connectome extends the practice of keeping small, linked notes.","category":"Structure","incoming_reason":"This card gives the connected-notes idea a visual and navigable form.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome:card-categories","source":"connectome","target":"card-categories","type":"structure","reason":"The category guide explains what kind of context each node contributes to the connectome.","category":"Structure","incoming_reason":"The category guide explains what kind of context each node contributes to the connectome.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome:relationship-types","source":"connectome","target":"relationship-types","type":"structure","reason":"The relationship guide explains how the connectome’s directed edges carry meaning.","category":"Structure","incoming_reason":"The relationship guide explains how the connectome’s directed edges carry meaning.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome:shared-brain","source":"connectome","target":"shared-brain","type":"inspiration","reason":"The connectome follows the shared-brain approach to organising a practice.","category":"Inspiration","incoming_reason":"The shared-brain work provides the organising idea behind this network.","incoming_category":"Source idea"}},{"data":{"id":"edge:connectome:organisational-development","source":"connectome","target":"organisational-development","type":"current-inquiry","reason":"The map helps me notice how people, purpose, and organisations develop together.","category":"Current inquiry","incoming_reason":"The connectome gives this Steiner-informed organisational learning inquiry a living set of examples.","incoming_category":"Learning context"}},{"data":{"id":"edge:connectome:co-creative-teams","source":"connectome","target":"co-creative-teams","type":"organisational-learning","reason":"The connectome makes the learning across projects and teams visible.","category":"Organisational learning","incoming_reason":"This learning-organisations work is an example of a practice that grows through connected reflection.","incoming_category":"Example"}},{"data":{"id":"edge:the-new-mass-media:ai-assisted-development","source":"the-new-mass-media","target":"ai-assisted-development","type":"practice","reason":"AI-assisted making is one practical way I encounter the systems shaping contemporary information.","category":"Practice","incoming_reason":"This note places AI-assisted development within a wider shift in how information is made and mediated.","incoming_category":"Wider context"}},{"data":{"id":"edge:the-new-mass-media:shared-brain","source":"the-new-mass-media","target":"shared-brain","type":"example","reason":"The shared-brain experiment explores how generative AI reorganises, retrieves, and re-expresses knowledge.","category":"Example","incoming_reason":"The experiment is an example of working critically within AI-mediated information.","incoming_category":"Example"}},{"data":{"id":"edge:the-new-mass-media:connectome","source":"the-new-mass-media","target":"connectome","type":"response","reason":"The connectome makes authorship, context, and relationships inspectable for people and AI agents.","category":"Response","incoming_reason":"The connectome is one response to an information environment increasingly read and mediated by AI.","incoming_category":"Context"}},{"data":{"id":"edge:poetry-underground:media-lab","source":"poetry-underground","target":"media-lab","type":"related","reason":"My theatre collaborations are part of my wider arts practice.","category":"Related to","incoming_reason":"My theatre collaborations are part of my wider arts practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tribal-ddb:technology-leadership","source":"tribal-ddb","target":"technology-leadership","type":"related","reason":"Technical direction and team leadership for digital properties.","category":"Related to","incoming_reason":"Technical direction and team leadership for digital properties.","incoming_category":"Referenced by"}},{"data":{"id":"edge:unggun:software-cloud","source":"unggun","target":"software-cloud","type":"related","reason":"An early social networking platform for corporations.","category":"Related to","incoming_reason":"An early social networking platform for corporations.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:ways-of-working","source":"co-creative-teams","target":"ways-of-working","type":"related","reason":"This independent inquiry explores how teams carry co-creative habits into everyday work.","category":"Related to","incoming_reason":"This independent inquiry explores how teams carry co-creative habits into everyday work.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:trainer-certification","source":"co-creative-teams","target":"trainer-certification","type":"related","reason":"The programme draws on my training background.","category":"Related to","incoming_reason":"The programme draws on my training background.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:onepoint","source":"co-creative-teams","target":"onepoint","type":"related","reason":"Cross-disciplinary team leadership provides relevant experience.","category":"Related to","incoming_reason":"Cross-disciplinary team leadership provides relevant experience.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:leo-burnett","source":"co-creative-teams","target":"leo-burnett","type":"related","reason":"Creative production is another source of experience.","category":"Related to","incoming_reason":"Creative production is another source of experience.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:adl","source":"co-creative-teams","target":"adl","type":"related","reason":"Theatre offers a perspective on making together.","category":"Related to","incoming_reason":"Theatre offers a perspective on making together.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:shu-ha-ri","source":"co-creative-teams","target":"shu-ha-ri","type":"related","reason":"Related writing about learning through agile practice.","category":"Related to","incoming_reason":"Related writing about learning through agile practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:co-creative-teams","source":"ways-of-working","target":"co-creative-teams","type":"related","reason":"My independent inquiry into how teams listen, make, reflect, and learn together.","category":"Related to","incoming_reason":"My independent inquiry into how teams listen, make, reflect, and learn together.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:organisational-development","source":"ways-of-working","target":"organisational-development","type":"related","reason":"My Steiner-informed inquiry into organisations as developing communities.","category":"Related to","incoming_reason":"My Steiner-informed inquiry into organisations as developing communities.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:antara-methods","source":"ways-of-working","target":"antara-methods","type":"related","reason":"One collaboration where this practice meets integral organisational consulting.","category":"Related to","incoming_reason":"One collaboration where this practice meets integral organisational consulting.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:salescandy","source":"ways-of-working","target":"salescandy","type":"related","reason":"Technology leadership included introducing shared practices for a distributed product team.","category":"Related to","incoming_reason":"Technology leadership included introducing shared practices for a distributed product team.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:onepoint","source":"ways-of-working","target":"onepoint","type":"related","reason":"Supporting consultants and cross-disciplinary delivery contributed to this practice.","category":"Related to","incoming_reason":"Supporting consultants and cross-disciplinary delivery contributed to this practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:leo-burnett","source":"ways-of-working","target":"leo-burnett","type":"related","reason":"Leading multidisciplinary creative technology work required adaptive team practices.","category":"Related to","incoming_reason":"Leading multidisciplinary creative technology work required adaptive team practices.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:shu-ha-ri","source":"ways-of-working","target":"shu-ha-ri","type":"related","reason":"A learning model for practising a form, adapting it, and eventually acting from principles.","category":"Related to","incoming_reason":"A learning model for practising a form, adapting it, and eventually acting from principles.","incoming_category":"Referenced by"}},{"data":{"id":"edge:ways-of-working:change-learning","source":"ways-of-working","target":"change-learning","type":"related","reason":"Experiments and reflection help teams build capability rather than depend on a fixed method.","category":"Related to","incoming_reason":"Experiments and reflection help teams build capability rather than depend on a fixed method.","incoming_category":"Referenced by"}},{"data":{"id":"edge:publicis90:rapid-prototyping","source":"publicis90","target":"rapid-prototyping","type":"related","reason":"A thematic connection between a startup highlight and making ideas tangible.","category":"Related to","incoming_reason":"A thematic connection between a startup highlight and making ideas tangible.","incoming_category":"Referenced by"}}]}
Domain-Driven Design
Select a node or arrow to explore the connection.
Connected cards
Follow links in either direction, or find cards that mention this one.
Show