kcp_version: "0.6" project: wiki.totto.org version: 1.3.0 updated: 2026-04-03 units: # ── Core identity ──────────────────────────────────────────────────────────── - id: home path: index.md intent: "Who is Thor Henning Hetland and what is this site about?" scope: global audience: [human, agent] validated: 2026-02-25 triggers: [totto, thor, hetland, exoreaction, javazone, sdd, overview] - id: about path: about/index.md intent: "What has Thor built, what does he believe, and what is he doing now?" scope: global audience: [human, agent, architect] validated: 2026-02-27 triggers: [biography, background, sdd, skill-driven-development, synthesis, eXOReaction, quadim, javazone, java-champion, iasa] # ── CV and credentials ─────────────────────────────────────────────────────── - id: cv-english path: about/cv-english.md intent: "What is Thor's full professional history, credentials, and employment record?" scope: global audience: [human, agent] validated: 2026-02-25 depends_on: [about] triggers: [cv, resume, employment, credentials, java-champion, ntnu, career] - id: cv-norwegian path: about/cv-norwegian.md intent: "Hva er Thors fullstendige CV og yrkeshistorikk på norsk?" scope: global audience: [human] validated: 2026-02-25 depends_on: [about] triggers: [cv, norsk, karriere, ntnu] - id: projects path: about/projects.md intent: "What client and consulting projects has Thor worked on over his career?" scope: global audience: [human, agent] validated: 2026-02-27 depends_on: [cv-english] triggers: [projects, consulting, clients, 1996, 2024, norwegian-enterprises, elprint, pasientsky, nmd, opplysningen, quadim, entra, catalystone, greps] - id: organizations path: about/organizations.md intent: "What communities and organizations has Thor founded, led, or contributed to?" scope: global audience: [human, agent] validated: 2026-02-25 depends_on: [about] triggers: [javazone, javabin, iasa, java-champion, community, organizations, leadership] # ── Talks and presentations ────────────────────────────────────────────────── - id: presentations-all path: about/presentations.md intent: "What conference talks, workshops, and publications has Thor given across his career?" scope: global audience: [human, agent] validated: 2026-02-25 depends_on: [about] triggers: [talks, presentations, conferences, publications, soa, architecture, cloud, agile, 2006, 2023] - id: pres-continuous-innovation path: presentations/delivering-continuous-innovation.md intent: "How do you achieve thousands of releases per year with zero downtime?" scope: project audience: [human, developer, architect] depends_on: [presentations-all] triggers: [continuous-delivery, releases, zero-downtime, devops, innovation] - id: pres-thousands-releases path: presentations/thousands-of-releases.md intent: "What does a system architecture that supports thousands of releases look like?" scope: project audience: [human, developer, architect] depends_on: [presentations-all] triggers: [releases, architecture, continuous-delivery, deployment] - id: pres-best-practice-wtf path: presentations/best-practice-wtf.md intent: "Why do best practices often fail, and how should they be evaluated critically?" scope: project audience: [human, developer, architect] depends_on: [presentations-all] triggers: [best-practice, cargo-cult, methodology, critical-thinking] - id: pres-fixing-the-problem path: presentations/fixing-the-problem.md intent: "How do you identify and fix the actual root problem rather than the symptoms?" scope: project audience: [human, developer, architect] depends_on: [presentations-all] triggers: [root-cause, problem-solving, debugging, architecture] - id: pres-internet-of-things path: presentations/internet-of-things.md intent: "What are the architectural challenges and opportunities of the Internet of Things?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [iot, internet-of-things, embedded, connected-devices] - id: pres-nyere-forskning path: presentations/nyere-forskningsresultater.md intent: "Hva sier nyere forskning om programvareutvikling og arkitektur?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [forskning, research, programvareutvikling, norsk] - id: pres-neo4dogs path: presentations/neo4dogs.md intent: "How can graph databases be applied to real-world domain problems?" scope: project audience: [human, developer] depends_on: [presentations-all] triggers: [neo4j, graph-database, graph, domain-modeling] - id: pres-kan-vi-skape-verdi path: presentations/kan-vi-skape-verdi.md intent: "Kan IT og arkitektur skape reell forretningsverdi?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [verdi, forretning, arkitektur, norsk, it-strategi] - id: pres-agile-wine path: presentations/agile-wine-2011.md intent: "What does agile methodology have in common with wine-making — and what can each learn from the other?" scope: project audience: [human] depends_on: [presentations-all] triggers: [agile, wine, analogy, 2011, methodology] - id: pres-cloud-psychology path: presentations/cloud-psychology.md intent: "What psychological and organizational factors drive (or block) cloud adoption?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [cloud, psychology, adoption, organizational-change] - id: pres-robust-smidig path: presentations/robust-smidig-utvikling.md intent: "Hvordan bygger man robuste systemer med smidig utvikling?" scope: project audience: [human, developer, architect] depends_on: [presentations-all] triggers: [smidig, agile, robust, utvikling, norsk] - id: pres-edr-mds-mdm path: presentations/edr-mds-mdm.md intent: "What are the patterns and trade-offs in enterprise data reference, master data, and MDM?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [mdm, master-data, edr, data-governance, reference-data] - id: pres-laws-of-soa path: presentations/laws-of-soa.md intent: "What are the fundamental laws and constraints that govern service-oriented architecture?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [soa, service-oriented, laws, web-services, architecture] - id: pres-design-time-governance path: presentations/design-time-governance.md intent: "How do you govern a SOA or microservices architecture at design time, before deployment?" scope: project audience: [human, architect] depends_on: [presentations-all] triggers: [governance, soa, design-time, microservices, policy] # ── Knowledge infrastructure hub ───────────────────────────────────────────── - id: knowledge-infrastructure path: knowledge-infrastructure/index.md intent: "What is the full body of work on AI agent knowledge infrastructure — Synthesis, KCP, kcp-commands, IronClaw, and the blog series covering all four?" scope: global audience: [human, agent, architect] validated: 2026-03-03 depends_on: [about] triggers: [synthesis, kcp, kcp-commands, ironclaw, knowledge-infrastructure, four-layer, episodic-memory, context-window, ai-agents, memory-architecture] - id: synthesis-releases path: notes/synthesis-releases.md intent: "What is the full Synthesis release history, from v1.0.0 to the latest version, with changelog and feature details?" scope: global audience: [human, agent, developer] validated: 2026-03-03 depends_on: [knowledge-infrastructure] triggers: [synthesis, releases, changelog, v1.0, v1.21, versions, release-history] # ── Open source ────────────────────────────────────────────────────────────── - id: open-source path: open-source.md intent: "What open source software has Thor built or contributed to?" scope: global audience: [human, agent, developer] validated: 2026-02-25 depends_on: [about] triggers: [open-source, github, synthesis, xorcery, whydah, cantara, exoreaction, mit, java] # ── Notes and writing ──────────────────────────────────────────────────────── - id: linkedin-posts path: notes/linkedin-posts.md intent: "What has Thor written about on LinkedIn from late 2025 through early 2026?" scope: global audience: [human, agent] validated: 2026-02-25 triggers: [linkedin, posts, writing, 2025, 2026, ai-development, sdd] - id: architecture-vs-agile path: notes/architecture-vs-agile.md intent: "Is there a tension between software architecture and agile methods, and how is it resolved?" scope: global audience: [human, developer, architect] triggers: [architecture, agile, xp, panel, methodology, tension, 2012] - id: twitter-archive path: notes/twitter-archive.md intent: "What was Thor writing about on Twitter in the 2009 era?" scope: global audience: [human] triggers: [twitter, archive, 2009, javatotto, historical] # ── Interests ──────────────────────────────────────────────────────────────── - id: sci-fi-overview path: interests/sci-fi/index.md intent: "How many sci-fi books has Thor read, across which years, and in what genres?" scope: global audience: [human] validated: 2026-02-25 triggers: [sci-fi, science-fiction, reading, books, kindle, space-opera, hard-sci-fi] - id: sci-fi-2025 path: interests/sci-fi/books-2025.md intent: "What science fiction did Thor read in 2025?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2025, reading, books, sci-fi] - id: sci-fi-2024 path: interests/sci-fi/books-2024.md intent: "What science fiction did Thor read in 2024?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2024, reading, books, sci-fi] - id: sci-fi-2023 path: interests/sci-fi/books-2023.md intent: "What science fiction did Thor read in 2023?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2023, reading, books, sci-fi] - id: sci-fi-2022 path: interests/sci-fi/books-2022.md intent: "What science fiction did Thor read in 2022?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2022, reading, books, sci-fi] - id: sci-fi-2021 path: interests/sci-fi/books-2021.md intent: "What science fiction did Thor read in 2021?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2021, reading, books, sci-fi] - id: sci-fi-2020 path: interests/sci-fi/books-2020.md intent: "What science fiction did Thor read in 2020?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2020, reading, books, sci-fi] - id: sci-fi-2019 path: interests/sci-fi/books-2019.md intent: "What science fiction did Thor read in 2019?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2019, reading, books, sci-fi] - id: sci-fi-2018 path: interests/sci-fi/books-2018.md intent: "What science fiction did Thor read in 2018?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2018, reading, books, sci-fi] - id: sci-fi-2017 path: interests/sci-fi/books-2017.md intent: "What science fiction did Thor read in 2017?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2017, reading, books, sci-fi] - id: sci-fi-2016 path: interests/sci-fi/books-2016.md intent: "What science fiction did Thor read in 2016?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2016, reading, books, sci-fi] - id: sci-fi-2015 path: interests/sci-fi/books-2015.md intent: "What science fiction did Thor read in 2015?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2015, reading, books, sci-fi] - id: sci-fi-2014 path: interests/sci-fi/books-2014.md intent: "What science fiction did Thor read in 2014?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2014, reading, books, sci-fi] - id: sci-fi-2013 path: interests/sci-fi/books-2013.md intent: "What science fiction did Thor read in 2013?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2013, reading, books, sci-fi] - id: sci-fi-2012 path: interests/sci-fi/books-2012.md intent: "What science fiction did Thor read in 2012?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2012, reading, books, sci-fi] - id: sci-fi-2011 path: interests/sci-fi/books-2011.md intent: "What science fiction did Thor read in 2011 — the first year of tracked reading?" scope: module audience: [human] depends_on: [sci-fi-overview] triggers: [2011, reading, books, sci-fi, first-year] - id: food-and-wine path: interests/food-and-wine.md intent: "What Norwegian restaurants and wine experiences were notable to Thor circa 2007–2009?" scope: global audience: [human] triggers: [food, wine, norway, restaurants, oslo, 2007, 2009] - id: tools path: interests/tools.md intent: "What hardware and software tools did Thor use around 2010?" scope: global audience: [human] triggers: [tools, hardware, software, 2010, setup, workflow, historical] # ── Blog series navigation ─────────────────────────────────────────────────── - id: blog-series path: blog/series.md intent: "Which blog posts form a natural reading sequence, and in what order should they be read?" scope: global audience: [human, agent] validated: 2026-02-28 triggers: [series, reading-order, sequence, ironclaw, four-layer, kcp, aurora, froya, lib-pcb, prev-next] # ── AI / LLM discoverability ───────────────────────────────────────────────── - id: llms-index path: llms.txt intent: "What is the canonical machine-readable entry point for AI agents navigating this site?" scope: global audience: [agent] validated: 2026-02-25 triggers: [llms.txt, ai, agent, index, discovery, machine-readable] - id: llms-full path: llms-full.txt intent: "Where is the complete machine-readable content of the wiki consolidated for LLM consumption?" scope: global audience: [agent] validated: 2026-02-25 depends_on: [llms-index] triggers: [llms-full, full-content, llm, agent, complete, machine-readable] # ── Blog posts — KCP / Knowledge Context Protocol ──────────────────────── - id: blog-beyond-llms-txt path: blog/posts/2026-02-25-beyond-llms-txt-knowledge-context-protocol.md intent: "What is the Knowledge Context Protocol (KCP) and why does llms.txt alone fall short for AI agents?" scope: global audience: [human, agent, developer, architect] validated: 2026-02-25 triggers: [kcp, knowledge-context-protocol, llms.txt, ai-agents, discovery, yaml-manifest, knowledge.yaml] - id: blog-kcp-adoption-guide path: blog/posts/2026-02-28-kcp-adoption-guide.md intent: "How do you adopt KCP in an existing project — what are the steps and trade-offs?" scope: global audience: [human, developer, architect] validated: 2026-02-28 depends_on: [blog-beyond-llms-txt] triggers: [kcp, adoption, implementation, knowledge.yaml, agents, steps, how-to] - id: blog-kcp-commands path: blog/posts/2026-03-02-kcp-commands.md intent: "What is kcp-commands and how does it distribute 284 structured command manifests to AI agents?" scope: global audience: [human, developer, agent] validated: 2026-03-02 depends_on: [blog-beyond-llms-txt] triggers: [kcp-commands, command-manifests, cli, structured-commands, agent-tooling, 284] - id: blog-kcp-version-history path: blog/posts/2026-03-02-kcp-version-history.md intent: "What are the major versions of KCP from v0.1 to v0.6 and what changed in each?" scope: global audience: [human, agent, developer] validated: 2026-03-02 depends_on: [blog-beyond-llms-txt] triggers: [kcp, version-history, changelog, v0.1, v0.6, evolution, spec] - id: blog-kcp-mcp-copilot path: blog/posts/2026-03-06-kcp-mcp-copilot.md intent: "How does KCP integrate with MCP and GitHub Copilot for different agent integration tiers?" scope: global audience: [human, developer, agent] validated: 2026-03-06 depends_on: [blog-kcp-commands] triggers: [kcp, mcp, copilot, integration, github-copilot, static, three-tier, 60-100-rule] - id: blog-kcp-a2a path: blog/posts/2026-03-08-a2a-cards-and-kcp.md intent: "How do A2A Agent Cards and KCP manifests compose as complementary layers in a multi-agent system?" scope: global audience: [human, developer, architect, agent] validated: 2026-03-08 depends_on: [blog-kcp-auth-and-delegation] triggers: [a2a, agent-card, multi-agent, agent-to-agent, front-door, filing-cabinet, invocation, knowledge-access, complementary, google-a2a] - id: blog-kcp-manifest-quality path: blog/posts/2026-03-24-kcp-manifest-quality-feedback.md intent: "How does the manifest quality feedback loop work — exit_code_hint, retry rates, help-followup rates, error rates, and manifest version tracking?" scope: global audience: [human, developer, agent] validated: 2026-03-24 depends_on: [blog-kcp-commands] triggers: [kcp-commands, kcp-memory, manifest-quality, feedback-loop, retry-rate, exit-code-hint, analyze, version-tracking, sha-256, quality-score] - id: blog-kcp-instrumentation-to-infrastructure path: blog/posts/2026-03-24-kcp-tools-from-instrumentation-to-infrastructure.md intent: "What is the full arc from kcp-commands/kcp-memory v0.9 passive logging to v0.18 self-maintaining infrastructure — suppression, version tracking, subagent memory, inline analysis, auto-update?" scope: global audience: [human, developer, agent, architect] validated: 2026-03-24 depends_on: [blog-kcp-commands, blog-kcp-manifest-quality] triggers: [kcp-commands, kcp-memory, suppression-list, version-tracking, subagent-memory, auto-update, self-maintaining, infrastructure, v0.18, passive-to-active] - id: blog-kcp-v014-query-composition path: blog/posts/2026-03-25-kcp-v014-query-composition.md intent: "What does KCP v0.14 add? Query vocabulary (§15): agents declare task, token budget, capabilities, and staleness filters to get scored, budget-aware results. RFC-0014 proposes manifest composition (includes/overrides/excludes) so teams stop forking manifests." scope: global audience: [human, developer, agent, architect] validated: 2026-03-25 depends_on: [blog-kcp-instrumentation-to-infrastructure] triggers: [kcp, v0.14, query vocabulary, query, token budget, has_capabilities, exclude_stale, federation_scope, scored results, manifest composition, includes, overrides, excludes, rfc-0014, rfc-0007, rfc-0008, fork, inherit] - id: blog-squash-merge-murders path: blog/posts/2026-04-03-the-squash-merge-murders.md intent: "What does AI-augmented development at scale actually look like? A påskekrim crime story covering TS2783/TS2322 CI failures, ADO squash-merge cascade across 6 stacked PRs, and the SDD workshop twist: a student ships 15,500 LOC / 326 tests / 82% coverage in 2 days." scope: global audience: [human, developer, architect] validated: 2026-04-03 depends_on: [blog-kcp-v014-query-composition] triggers: [exocortex, claude-code, typescript, ts2783, ts2322, azure-devops, squash-merge, rebase, ci-cd, vitest, esbuild, tsc, paskekrim, easter, sdd, workshop, velocity, friction, greenfield, wasm, 15500-loc, 326-tests, 82-percent-coverage] - id: blog-sdd-vs-spec path: blog/posts/2026-03-07-sdd-vs-spec-driven.md intent: "How does Skill-Driven Development compare to spec-driven approaches for AI-assisted development?" scope: global audience: [human, developer, architect] validated: 2026-03-07 depends_on: [blog-what-a-skill-is] triggers: [sdd, skill-driven-development, spec-driven, comparison, methodology, ai-development] # ── Blog posts — Synthesis ──────────────────────────────────────────────── - id: blog-comprehension-bottleneck path: blog/posts/2026-02-05-the-comprehension-bottleneck.md intent: "Why is code comprehension (not generation) the real bottleneck in AI-assisted development, and how does Synthesis solve it?" scope: global audience: [human, developer, architect] validated: 2026-02-05 triggers: [synthesis, comprehension, bottleneck, ai-development, context, search, retrieval, 10x] - id: blog-synthesis-knowledge-infra path: blog/posts/2026-02-25-synthesis-knowledge-infrastructure-ai-agents.md intent: "How does Synthesis serve as knowledge infrastructure for AI agents — indexing, retrieval, and graph navigation?" scope: global audience: [human, developer, agent, architect] validated: 2026-02-25 depends_on: [blog-comprehension-bottleneck] triggers: [synthesis, knowledge-infrastructure, agents, indexing, graph, retrieval, sub-second, 65000-files] - id: blog-two-gaps path: blog/posts/2026-03-03-two-gaps-both-closed.md intent: "What are the two gaps in AI development tooling (context retrieval and episodic memory) and how are both now closed?" scope: global audience: [human, developer, architect] validated: 2026-03-03 depends_on: [blog-synthesis-knowledge-infra] triggers: [synthesis, two-gaps, episodic-memory, context-retrieval, sessions, closed, v1.21] - id: blog-prompt-cache-infra path: blog/posts/2026-03-04-prompt-cache-as-infrastructure.md intent: "How should prompt caching be treated as infrastructure rather than an optimization trick?" scope: global audience: [human, developer, architect] validated: 2026-03-04 triggers: [prompt-cache, caching, infrastructure, latency, cost, ai-development, anthropic] - id: blog-ironclaw-part1 path: blog/posts/2026-02-24-ironclaw-synthesis-part1.md intent: "How was IronClaw (a persistent AI agent) built and integrated with Synthesis for real-time workspace context?" scope: global audience: [human, developer, architect] validated: 2026-02-24 depends_on: [blog-synthesis-knowledge-infra] triggers: [ironclaw, synthesis, persistent-agent, slack, briefing, ec2, knowledge-infrastructure, mimir] - id: blog-three-layer-memory path: blog/posts/2026-03-03-three-layer-ai-memory.md intent: "What are the three layers of AI agent memory and how do they complement each other?" scope: global audience: [human, developer, architect] validated: 2026-03-03 triggers: [memory, three-layers, episodic, semantic, working-memory, ai-agents, architecture] # ── Blog posts — lib-pcb AI sprint ─────────────────────────────────────── - id: blog-six-pillars path: blog/posts/2026-02-13-six-pillars-200k-lines-11-days.md intent: "What are the six methodology pillars that enabled building 200,000 lines of Java in 11 days?" scope: global audience: [human, developer, architect] validated: 2026-02-13 triggers: [lib-pcb, six-pillars, 200k-lines, 11-days, methodology, sdd, productivity, java, gerber] - id: blog-building-together path: blog/posts/2026-02-22-building-together-11-day-ai-collaboration.md intent: "What was the full story of building a production PCB design library in 11 days with AI collaboration?" scope: global audience: [human, developer] validated: 2026-02-22 depends_on: [blog-six-pillars] triggers: [lib-pcb, building-together, 11-days, collaboration, ai-development, story, java, pcb] - id: blog-six-weeks path: blog/posts/2026-03-07-six-weeks-after-the-sprint.md intent: "What happened in the six weeks after the AI development sprint — what held, what was learned, what was real?" scope: global audience: [human, developer, architect] validated: 2026-03-07 depends_on: [blog-building-together] triggers: [six-weeks, after-the-sprint, reflection, lib-pcb, methodology, results, cohorts, marathon, sustained] # ── Blog posts — SDD / Methodology ─────────────────────────────────────── - id: blog-what-a-skill-is path: blog/posts/2026-02-07-what-a-skill-actually-is.md intent: "What is a Claude Code skill, how does it differ from a prompt, and why does it matter for SDD?" scope: global audience: [human, developer, architect] validated: 2026-02-07 triggers: [skill, claude-code, sdd, skill-driven-development, prompt, definition, methodology, yaml] - id: blog-sdd-vs-vibe path: blog/posts/2026-02-20-sdd-vs-vibe-coding.md intent: "How does Skill-Driven Development differ from vibe coding, and why does the distinction matter?" scope: global audience: [human, developer, architect] validated: 2026-02-20 depends_on: [blog-what-a-skill-is] triggers: [sdd, vibe-coding, skill-driven-development, methodology, comparison, ai-development, discipline] - id: blog-ai-augmented-consultant path: blog/posts/2026-03-02-ai-augmented-consultant.md intent: "What does the AI-augmented consultant role look like — different from a developer, different from a manager?" scope: global audience: [human, developer, architect] validated: 2026-03-02 depends_on: [blog-sdd-vs-vibe] triggers: [ai-augmented, consultant, advisory, methodology, enterprise, sdd, role, practitioner] - id: blog-twenty-codebases path: blog/posts/2026-03-05-twenty-codebases-one-method.md intent: "How does SDD apply consistently across 20 different codebases — what is transferable and what is not?" scope: global audience: [human, developer, architect] validated: 2026-03-05 depends_on: [blog-ai-augmented-consultant] triggers: [twenty-codebases, sdd, methodology, transferable, multi-repo, patterns, consultant] # ── Blog posts — AI agent architecture ─────────────────────────────────── - id: blog-four-layers path: blog/posts/2026-02-28-four-layers-ai-development-environment.md intent: "What are the four layers of an AI development environment and why does each matter?" scope: global audience: [human, developer, architect] validated: 2026-02-28 triggers: [four-layers, ai-development, environment, knowledge, context, tools, memory, architecture, synthesis, kcp] - id: blog-ai-agent-pr-review path: blog/posts/2026-03-01-ai-agent-pr-review-loop.md intent: "How does an AI agent PR review loop work end-to-end, and what makes it reliable?" scope: global audience: [human, developer] validated: 2026-03-01 depends_on: [blog-four-layers] triggers: [ai-agent, pr-review, pull-request, loop, automation, ironclaw, github, klaw] relationships: # Navigation and orientation - from: llms-index to: about type: context - from: llms-index to: llms-full type: enables - from: home to: about type: enables - from: about to: cv-english type: enables - from: about to: cv-norwegian type: enables - from: about to: presentations-all type: enables - from: about to: organizations type: enables - from: about to: open-source type: enables - from: cv-english to: open-source type: context - from: cv-english to: projects type: enables - from: cv-english to: organizations type: context # Presentations hierarchy - from: presentations-all to: pres-continuous-innovation type: enables - from: presentations-all to: pres-thousands-releases type: enables - from: presentations-all to: pres-best-practice-wtf type: enables - from: presentations-all to: pres-fixing-the-problem type: enables - from: presentations-all to: pres-internet-of-things type: enables - from: presentations-all to: pres-nyere-forskning type: enables - from: presentations-all to: pres-neo4dogs type: enables - from: presentations-all to: pres-kan-vi-skape-verdi type: enables - from: presentations-all to: pres-agile-wine type: enables - from: presentations-all to: pres-cloud-psychology type: enables - from: presentations-all to: pres-robust-smidig type: enables - from: presentations-all to: pres-edr-mds-mdm type: enables - from: presentations-all to: pres-laws-of-soa type: enables - from: presentations-all to: pres-design-time-governance type: enables # Thematic relationships among presentations - from: pres-continuous-innovation to: pres-thousands-releases type: context - from: pres-laws-of-soa to: pres-design-time-governance type: enables - from: pres-best-practice-wtf to: architecture-vs-agile type: context - from: pres-robust-smidig to: architecture-vs-agile type: context # Sci-fi reading - from: sci-fi-overview to: sci-fi-2025 type: enables - from: sci-fi-overview to: sci-fi-2024 type: enables - from: sci-fi-overview to: sci-fi-2023 type: enables - from: sci-fi-overview to: sci-fi-2022 type: enables - from: sci-fi-overview to: sci-fi-2021 type: enables - from: sci-fi-overview to: sci-fi-2020 type: enables - from: sci-fi-overview to: sci-fi-2019 type: enables - from: sci-fi-overview to: sci-fi-2018 type: enables - from: sci-fi-overview to: sci-fi-2017 type: enables - from: sci-fi-overview to: sci-fi-2016 type: enables - from: sci-fi-overview to: sci-fi-2015 type: enables - from: sci-fi-overview to: sci-fi-2014 type: enables - from: sci-fi-overview to: sci-fi-2013 type: enables - from: sci-fi-overview to: sci-fi-2012 type: enables - from: sci-fi-overview to: sci-fi-2011 type: enables # Writing across channels - from: linkedin-posts to: about type: context - from: architecture-vs-agile to: about type: context # Blog series index - from: llms-index to: blog-series type: enables - from: blog-series to: llms-full type: context # Knowledge infrastructure hub - from: about to: knowledge-infrastructure type: enables - from: knowledge-infrastructure to: synthesis-releases type: enables - from: knowledge-infrastructure to: open-source type: context - from: llms-index to: knowledge-infrastructure type: enables # Blog posts → hub connections - from: knowledge-infrastructure to: blog-four-layers type: enables - from: knowledge-infrastructure to: blog-beyond-llms-txt type: enables - from: knowledge-infrastructure to: blog-comprehension-bottleneck type: enables - from: knowledge-infrastructure to: blog-ironclaw-part1 type: enables - from: knowledge-infrastructure to: blog-three-layer-memory type: enables - from: synthesis-releases to: blog-synthesis-knowledge-infra type: enables - from: synthesis-releases to: blog-two-gaps type: enables - from: synthesis-releases to: blog-prompt-cache-infra type: context - from: about to: blog-six-pillars type: context # KCP blog chain - from: blog-beyond-llms-txt to: blog-kcp-adoption-guide type: enables - from: blog-beyond-llms-txt to: blog-kcp-commands type: enables - from: blog-beyond-llms-txt to: blog-kcp-version-history type: enables - from: blog-kcp-commands to: blog-kcp-mcp-copilot type: enables - from: blog-kcp-mcp-copilot to: blog-kcp-a2a type: enables # lib-pcb sprint chain - from: blog-six-pillars to: blog-building-together type: enables - from: blog-building-together to: blog-six-weeks type: enables # SDD chain - from: blog-what-a-skill-is to: blog-sdd-vs-vibe type: enables - from: blog-sdd-vs-vibe to: blog-ai-augmented-consultant type: enables - from: blog-ai-augmented-consultant to: blog-twenty-codebases type: enables # AI agent architecture chain - from: blog-four-layers to: blog-ai-agent-pr-review type: enables - from: blog-four-layers to: blog-three-layer-memory type: context # Cross-cluster - from: blog-six-weeks to: blog-ai-augmented-consultant type: context - from: blog-kcp-adoption-guide to: blog-kcp-commands type: context - from: blog-kcp-commands to: blog-kcp-manifest-quality type: enables - from: blog-kcp-manifest-quality to: blog-kcp-instrumentation-to-infrastructure type: enables - from: blog-kcp-instrumentation-to-infrastructure to: blog-kcp-v014-query-composition type: enables