Wiki Log

Append-only log of all wiki ingest, query, and lint operations.

2026-06-02: Ingest — The Cost of Safetyism

• Source type: article
• Topics updated: boredom.org, attention_economy.org
• Topics created: safetyism.org, mean_world_syndrome.org, free_range_parenting.org, overparenting.org, autonomy_supportive_coaching.org, learned_helplessness.org, unstructured_play.org
• Summary: Ingested Steve Magness’s article on the cultural costs of overprotective parenting, creating seven new topic files covering safetyism, mean world syndrome, free-range parenting, overparenting, autonomy-supportive coaching, learned helplessness, and unstructured play, with cross-links woven throughout.

2026-06-02: Ingest — The Anxious Generation (Jonathan Haidt, 2024)

• Source type: book
• Topics updated: safetyism.org, free_range_parenting.org, overparenting.org, unstructured_play.org, learned_helplessness.org, mean_world_syndrome.org, attention_economy.org
• Topics created: phone_based_childhood.org, great_rewiring.org, antifragility.org, discover_mode.org, social_comparison.org, rites_of_passage.org
• Summary: Ingested Jonathan Haidt’s The Anxious Generation, creating six new topic files (phone-based childhood, great rewiring, antifragility, discover/defend mode, social comparison, rites of passage) and enriching seven existing topics from the safetyism ingest with Haidt’s reinforcing evidence, data, and frameworks; bidirectional cross-links woven throughout.

2026-06-02: Query — Why are girls more affected than boys by phone-based childhood and social media?

• Topics consulted: phone_based_childhood.org, social_comparison.org
• Raw source: haidt_jonathan_anxious-generation.md (Chapter 6, lines 5601–6824)
• Answer saved: no
• Gaps identified: discover_mode.org exists per wiki log but is not in wiki index; sociogenic illness mechanism (emotional contagion, prestige bias, audience capture) deserves a dedicated section; boys’ harms (gaming, pornography) not yet covered in depth

2026-06-02: Ingest — The Anxious Generation, Chs. 6–7 (boys-specific material)

• Source type: book
• Topics updated: social_comparison.org, anomie.org, wiki_index.org
• Topics created: sociogenic_illness.org
• Summary: Ingested boys-specific chapters (Ch. 7) and gender-comparative chapter (Ch. 6) from The Anxious Generation; created sociogenic_illness.org covering emotional contagion, prestige bias, and audience capture as social media disease vectors; added agency/communion motivational split and extreme masculinity influencer section to social_comparison.org; added sociogenic_illness cross-link to anomie.org; added four previously created but un-indexed health topics to wiki_index.org.

2026-06-02: Ingest — Software Engineering at Google (Winters, Manshreck, Wright, 2020)

• Source type: book
• Topics updated: software_engineering.org, engineering_management.org, tddtest_doubles.org, continuous_integration.org
• Topics created: hyrum_law.org, psychological_safety.org, trunk_based_development.org
• Summary: Ingested Software Engineering at Google, creating three new topic files (Hyrum’s Law, psychological safety, trunk-based development) and enriching four existing topics with QUANTS/GSM framework, servant leadership and “always be” principles, Google’s test double hierarchy (prefer fakes over mocks), and CI at scale with the Beyoncé Rule and TAP architecture; cross-links woven throughout.

2026-06-02: Ingest — How to build Karpathy’s LLM wiki

• Source type: article
• Topics updated: second_brain.org, zettelkasten.org, org_roam.org, ai.org
• Topics created: llm_wiki.org
• Summary: Ingested Dylan Boudro’s comprehensive guide to Karpathy’s LLM wiki pattern; created llm_wiki.org covering the three-layer architecture (raw/wiki/schema), ingest/query/lint operations, LLM wiki vs RAG comparison, and intellectual lineage back to Vannevar Bush’s Memex; enriched second_brain, zettelkasten, org-roam, and AI topics with cross-links to the new file.

2026-06-02: Ingest — LLM Wiki (Karpathy gist)

• Source type: article
• Topics updated: llm_wiki.org, ai.org, second_brain.org
• Topics created: (none — llm_wiki.org created by parallel Starmorph ingest)
• Summary: Ingested Karpathy’s original gist; enriched llm_wiki.org with Karpathy’s exact framing (“Obsidian is the IDE; the LLM is the programmer; the wiki is the codebase”), concrete use cases (personal/research/book/business), and specific tooling notes (Obsidian Web Clipper, qmd, Marp, Dataview); added gist entry to ai.org LLM section and second_brain.org with the key maintenance-cost insight.

2026-06-03: Ingest — Claude Code: Team Infrastructure and Agentic Patterns (talk slides)

• Source type: article
• Topics updated: ai.org, llm_wiki.org
• Topics created: claude_code.org, planner_generator_evaluator.org
• Summary: Ingested two presentation slides from an Amazon/AWS internal talk covering Claude Code’s .claude/ directory as version-controlled team infrastructure (CLAUDE.md, shared commands, settings hooks) and the Planner-Generator-Evaluator agentic design pattern (plan-mode spec, sprint-by-sprint generation, live-app evaluation); created two new topic files and added cross-links from ai.org and llm_wiki.org.

2026-06-04: Ingest — AI Engineering from Scratch (curriculum website)

• Source type: website / open-source curriculum
• Topics updated: ai.org, python.org, rust.org, wiki_index.org
• Topics created: ai_engineering.org
• Summary: Ingested the AI Engineering from Scratch website — a 503-lesson, 20-phase open-source curriculum (MIT license, maintainer Rohit Ghumare) covering math-first AI engineering from linear algebra through autonomous swarms in Python, TypeScript, Rust, and Julia. Created ai_engineering.org covering the math-first methodology (derive→code→test→keep artifact), core topics, and the open-source curriculum; enriched ai.org with a new AI Engineering section, and added reference links to python.org and rust.org; added ai_engineering.org to wiki_index.org under AI/Machine Learning.

2026-06-05: Ingest — Reclaiming Conversation (Sherry Turkle, 2015)

• Source type: book
• Topics updated: solitude.org, boredom.org, conversation-centric_communication.org, phone_based_childhood.org, social_comparison.org, attention_economy.org
• Topics created: eliza_effect.org
• Summary: Ingested Sherry Turkle’s Reclaiming Conversation; created eliza_effect.org covering the projection of empathy onto machines from Weizenbaum’s 1966 ELIZA to contemporary AI companions; enriched six existing topics with Turkle’s Tillich/Winnicott solitude-vs-loneliness distinction and virtuous circle of conversation (solitude.org), Winnicott/Erikson developmental boredom as invitation (boredom.org), Siegel/Senju neurological case for eye contact and phubbing as sub-concept (conversation-centric_communication.org), the “missing chip” hypothesis for caregiver phone use (phone_based_childhood.org), “I share, therefore I am” as new ontological mode (social_comparison.org), and Goldilocks effect + Maryanne Wolf deep reading/brain plasticity + ambient phone effect (attention_economy.org).

2026-06-05: Ingest — Earth for All (Club of Rome, 2022)

• Source type: book
• Topics updated: anthropozan.org, doughnut_economics.org, carbon_dioxide.org
• Topics created: planetary_boundaries.org, earth4all_model.org, wellbeing_economy.org, social_tipping_points.org, giant_leaps.org, limits_to_growth.org
• Summary: Ingested Earth for All by Dixson-Declève, Gaffney, Ghosh, Randers, Rockström, and Stoknes (Club of Rome, 2022); created six new topic files covering the planetary boundaries framework, the Earth4All system-dynamics model and its two scenarios (Too Little Too Late vs Giant Leaps), the wellbeing economy paradigm, social tipping points and leverage-point analysis, the five Giant Leaps policy packages, and the Limits to Growth legacy; enriched three existing topics (Anthropozän, Doughnut Economics, Carbon Dioxide) with cross-links to the new files.

2026-06-07: Ingest — House Music: Melody, Bass Lines, and Harmony

• Source type: article
• Topics updated: (none — all concepts are new to the wiki)
• Topics created: house_music.org, circle_of_fifths.org, harmonic_mixing.org, dorian_mode.org, relative_major_minor.org, dj_set_arc.org
• Summary: Ingested synthesized notes on composing a 3-track deep/soulful house set; created six new topic files covering house music genre and bass line techniques, the circle of fifths and three-neighbours chord derivation rule, harmonic mixing and the Camelot wheel, the Dorian mode and its characteristic lift (i → IV), the relative major/minor relationship with enharmonic pivot analysis, and DJ set arc design; all six files are cross-linked bidirectionally.

2026-06-12: Ingest — Drop your best Claude skills in here! (Reddit r/ClaudeAI)

• Source type: article
• Topics updated: claude_code.org, llm_wiki.org, ai.org
• Topics created: claude_code_skills.org, self_improving_agents.org, session_context_persistence.org
• Summary: Ingested a Reddit r/ClaudeAI community thread collecting the most-used Claude Code skills; created three new topic files covering the community skill ecosystem (GSD, Superpowers, tonone multi-agent, credential management, design patterns), the meta-skill pattern for autonomous self-improvement (observe → log → scheduled apply), and the /close session context persistence pattern (retrospective → housekeeping → close); enriched claude_code.org with a community skills section, llm_wiki.org with a community implementation entry, and ai.org with LLM Council and new skill topic links.

2026-07-02: Ingest — Prompt Injection as Role Confusion (Ye et al.)

• Source type: article
• Topics updated: ai.org, threat_modeling.org
• Topics created: prompt_injection.org, instruction_hierarchy.org, role_confusion_llm.org
• Summary: Ingested the arxiv paper “Prompt Injection as Role Confusion” (Ye, Cui, Hadfield-Menell, 2026), which traces prompt injection to a representational failure where LLMs perceive roles by text style rather than structural tags; created three new topic files covering prompt injection (with CoT Forgery attack), instruction hierarchy (privilege separation in LLMs), and role confusion in LLMs (role probes and latent-space analysis); enriched ai.org and threat_modeling.org with cross-linked bullets about LLM security.

2026-06-12: Ingest — grill-me SKILL.md (Matt Pocock)

• Source type: article
• Topics updated: claude_code_skills.org, deliberate_practice.org
• Topics created: socratic_questioning.org
• Summary: Ingested Matt Pocock’s grill-me Claude Code skill — a five-line Socratic design-review slash command that relentlessly interviews the user about a plan one question at a time, walking the decision tree and providing recommended answers; created socratic_questioning.org covering the methodology, its application to design review, and the grill-me implementation; enriched claude_code_skills.org with a “Socratic design-review skill” sub-heading under Skill design patterns, and added a Socratic questioning cross-link to deliberate_practice.org.

2026-06-24: Ingest — The worthlessness of Vitamin D is mildly exaggerated (HN discussion)

• Source type: article (HN discussion thread of dynomight.net/vitamin-d/)
• Topics updated: vitamin_d.org, magnesium.org, omega-3.org
• Topics created: confounding_in_observational_studies.org, sunlight_exposure.org
• Summary: Ingested HN discussion of dynomight’s Vitamin D essay; substantively rewrote vitamin_d.org (D as secosteroid hormone, dosing/monitoring, D3+K2+Mg synergy, RCT vs observational discrepancy, latitude effects, TARGET-D trial); enriched magnesium.org with vitamin D co-factor dependency and cardiac arrhythmia case; updated omega-3.org with hype-cycle parallel and Lebertran note; created confounding_in_observational_studies.org (structural confounding mechanics, grip-strength analogy, Bradford-Hill criteria, supplement industry incentives); created sunlight_exposure.org (NO pathway, circadian rhythm, serotonin, mortality data from Southern Sweden study, geographic/latitude factors, supplement-vs-sunlight gap); cross-links woven throughout all five files.

2026-06-25 — OWASP AppSec Global Vienna 2026 (keynote slides)

• Source type: conference slides (photos)
• Topics created: owasp_appsec_vienna_2026.org
• Summary: Created conference notes file from keynote slide photos. Three slides captured: (1) Joseph Ruscio quote on write-only code and the unsustainability of mandatory code review; (2) “The future is here, it’s just not evenly distributed” framing; (3) Enabling Teams framework with Platform Teams, SRE, and emerging Agent Enablement function (context engineering, rules & standards, token efficiency, internal tools, education). Cross-links to ai.org, ai_engineering.org, scaling_static_analyses_at_facebook.org.

2026-06-25: Ingest — agent-channel (fl4p)

• Source type: article (GitHub repository README)
• Topics updated: claude_code_skills.org, claude_code.org, self_improving_agents.org, event-driven_architecture.org
• Topics created: multi_agent_communication.org
• Summary: Ingested the agent-channel GitHub repo — a file-based named channel system for inter-agent messaging between Claude Code, Codex, and OpenCode; covers NDJSON append-only protocol, kqueue/inotify zero-CPU wake-up, background injection, and cross-harness interop.

2026-06-26: Ingest — Architectural Patterns for Prompt Engineering in Cheap-Model + Unix-Tool Pipelines

• Source type: article (synthesized from multi-agent discussion: Claude + Gemini + DeepSeek)
• Topics updated: planner_generator_evaluator.org, ai_engineering.org
• Topics created: prompt_engineering_patterns.org, llm_tool_use.org, context_window_management.org
• Summary: Ingested a synthesis of 13 architectural patterns derived from analyzing the weareaisle/nano-analyzer codebase; created three new topic files covering prompt engineering patterns (falsification-first prompting, crux extraction, confidence-based escalation, layered output parsing, observability), LLM tool use (hypothesis-before-tool, tool budget enforcement, Unix tool gap mapping, security sandbox), and context window management (prior context condensation, cache visibility, structured section injection); enriched planner_generator_evaluator.org with the multi-stage context injection instance and ai_engineering.org with cheap-model pipeline reference.

2026-06-16: Ingest — Fundamentals of Software Architecture, 2E — Chapters 1–4 (Richards & Ford)

• Source type: book
• Topics updated: software_architecture.org, software_architect.org, component_cohesion.org, component_cohesionccp.org
• Topics created: connascence.org, architectural_characteristics.org, modularity.org, architectural_thinking.org, knowledge_pyramid.org, coupling.org
• Summary: Ingested Chapters 1–4 of Fundamentals of Software Architecture (2nd ed.) by Mark Richards and Neal Ford, plus user’s PocketBook reading notes; updated four existing topics with the three laws of software architecture, four-dimension definition, and eight architect expectations; created six new topics covering connascence (full static/dynamic taxonomy + Weirich rules), architectural characteristics (criteria, categories, least-worst principle), modularity (cohesion types, LCOM metric, coupling metrics, connascence), architectural thinking (architecture vs design spectrum, trade-off analysis, Frozen Caveman antipattern, hands-on coding balance), the knowledge pyramid (breadth vs depth model), and coupling (afferent/efferent, abstractness, instability, distance from main sequence). User-annotated “ci: llm ingest” tags for cohesion, coupling, connascence honoured as dedicated files.

2026-06-17: Ingest — 4 Levels of Drum Groove: From Beginner to Pro (Leo Loretti)

• Source type: article (YouTube video summary)
• Topics updated: drums.org, roland_mc_101.org
• Topics created: house_drum_groove.org, sidechain_compression.org
• Summary: Ingested Leo Loretti’s 4-level house groove framework (Abstract Music Lab) covering four-on-the-floor foundation, 16th-note syncopation/toms-from-kicks, velocity/stereo swing, and ear-candy details (melodic gating, track delay humanisation, reversed transients); created two new topic files (house drum groove with the full 4-level framework, sidechain compression as a domain-portable concept); enriched drums.org with a House section bullet and roland_mc_101.org with cross-links to both new topics; four cross-links wired.

2026-06-18: Ingest — Fundamentals of Software Architecture, 2E — Chapters 4–6 (Richards & Ford)

• Source type: book
• Topics updated: architectural_characteristics.org, modularity.org, coupling.org
• Topics created: fitness_functions.org, architectural_governance.org, architecture_katas.org
• Summary: Ingested Chapters 4–6 of Fundamentals of Software Architecture (2nd ed.); enriched architectural_characteristics.org with domain-concern translation table, composite characteristics, measurement/governance pointers, and Vasa antipattern; enriched modularity.org with cyclic dependency fitness function, ArchUnit layer governance, and Cyclomatic Complexity guidance; enriched coupling.org with distance-from-main-sequence fitness function and JDepend tolerance code; created fitness_functions.org (full taxonomy: automated/manual/continuous/triggered, JDepend/ArchUnit/chaos engineering examples, Netflix Simian Army); created architectural_governance.org (governance philosophy, tool landscape, checklist manifesto framing, developer-trust principle); created architecture_katas.org (kata structure, Silicon Sandwiches and GGG worked examples, domain-concern translation table, composite characteristics).

2026-06-18: Ingest — Am I missing the point of AI agents? (Reddit r/hermesagent)

• Source type: article
• Topics updated: self_improving_agents.org, kubernetes.org, llm_wiki.org, second_brain.org, ai.org
• Topics created: ai_agents.org, agent_memory.org, browser_automation.org
• Summary: Ingested a 19-contributor Reddit thread collecting real-world personal AI agent use cases (Hermes Agent community); created three new topics covering AI agents as a personal productivity tool (15 use cases: reverse-engineering APIs, medical claims, voice contractor outreach, grocery automation, ADHD accountability, estate sale arbitrage, travel planning, family knowledge bases, and co-evolution), agent memory design patterns (living graph vs flat retrieval, decay/reinforcement, Constellation Engine), and browser automation (Playwright patterns, OCR pipeline, human-in-the-loop approval flows); enriched five existing topics with cross-links and new resource bullets.

2026-06-19: Ingest — SPTool — Web-based MIDI Controller for Roland SP-404 MK2

• Source type: article
• Topics updated: sp404_mk2.org
• Topics created: web_midi_api.org
• Summary: Ingested SPTool, a browser-based PWA MIDI controller for the Roland SP-404 MK2; created web_midi_api.org covering the W3C Web MIDI API standard, browser support matrix, one-way vs bidirectional device patterns, and the PWA offline pattern for live performance tools; added a new “MIDI control and live performance tools” section to sp404_mk2.org describing SPTool, USB-only receive-only MIDI behaviour, and cross-linking to the new Web MIDI API topic.

2026-06-23: Ingest — Transformer Explainer (Polo Club, Georgia Tech) + FT Generative AI

• Source type: article (interactive visual explainer)
• Topics updated: ai_engineering.org, chatgpt.org
• Topics created: transformer_architecture.org, attention_mechanism.org, tokenisation.org, word_embeddings.org
• Summary: Ingested the Polo Club Transformer Explainer (full GPT-2 interactive walkthrough) and logged the FT generative AI visual explainer (paywalled, to read); created four new foundational AI topic files covering the Transformer architecture, attention mechanism (Q/K/V, masking, multi-head), tokenisation (BPE, positional encoding), and word embeddings (token vs contextual, embedding matrix geometry); updated ai_engineering.org and chatgpt.org with cross-linked resource bullets; wired cross-links between all four new topics.

2026-06-23: Ingest — CL4R1T4S: AI Systems Transparency and Observability

• Source type: article
• Topics updated: chatgpt.org, ai_agents.org
• Topics created: system_prompt_transparency.org, llm_red_teaming.org
• Summary: Ingested CL4R1T4S (43.6k-star community repository of extracted AI system prompts); created system_prompt_transparency.org covering what system prompts encode, community extraction methods, the shadow-puppet framing, and tension with commercial interests; created llm_red_teaming.org covering jailbreaking, prompt injection, system prompt extraction, capability elicitation, and agentic risk amplification; updated chatgpt.org with CL4R1T4S bullets in Security and System Prompts sections; updated ai_agents.org with note on agentic system prompt exposure (Devin, Manus, MultiOn).

2026-06-23: Ingest — NeMo Guardrails + Colang (NVIDIA)

• Source type: article
• Topics updated: ai.org, ai_agents.org, llm_red_teaming.org
• Topics created: llm_guardrails.org, colang.org
• Summary: Ingested two closely-related NVIDIA sources — the NeMo Guardrails GitHub README and the Colang language documentation; created llm_guardrails.org covering the five-rail model (input, dialog, retrieval, execution, output), what guardrails protect against (jailbreaks, prompt injection, off-topic drift, unsafe outputs), and guardrails vs fine-tuning; created colang.org covering the event-based DSL, 1.0 vs 2.0 differences (UMIM, parallel actions, hierarchical flows), and use in NVIDIA ACE Agent; updated ai.org with a new “LLM safety / guardrails” section; updated ai_agents.org with a “Guardrails for agents” section on execution and retrieval rails; updated llm_red_teaming.org with a “Defensive countermeasures” section mapping each attack category to its guardrail type.

2026-06-24: Ingest — garak: LLM vulnerability scanner (NVIDIA)

• Source type: article
• Topics updated: red_teaming_llms.org, llm_jailbreaking.org, prompt_injection.org
• Topics created: llm_vulnerability_scanning.org, package_hallucination.org
• Summary: Ingested the garak GitHub README (NVIDIA’s open-source LLM vulnerability scanner); created llm_vulnerability_scanning.org covering the probe/detector/generator/harness architecture, probe taxonomy (DAN attacks, encoding injection, GCG adversarial suffixes, package hallucination, glitch tokens, etc.), and the relationship between automated scanning and human red-teaming; created package_hallucination.org covering the slopsquatting supply-chain attack; updated red_teaming_llms.org with an “Automated vulnerability scanning” sub-section; updated llm_jailbreaking.org with GCG adversarial suffix and glitch token attack entries; updated prompt_injection.org with an encoding-based injection variant and scanner-derived finding.

2026-06-24: Ingest — promptfoo (GitHub) + Giskard OSS (GitHub)

• Source type: article
• Topics updated: red_teaming_llms.org, llm_vulnerability_scanning.org
• Topics created: llm_evaluation.org
• Summary: Ingested the GitHub READMEs for promptfoo (MIT, acquired by OpenAI; CLI+library for LLM evals and automated red-teaming; CI/CD integration; model comparison) and Giskard OSS (Apache 2.0; Python library for agentic system testing; Scenario API with LLM-as-judge; giskard-scan covers OWASP LLM Top-10); created llm_evaluation.org covering eval frameworks, assertion types (regex/semantic/LLM-as-judge), regression testing, multi-turn agentic evaluation, and both tools; updated red_teaming_llms.org to mention promptfoo and Giskard in the automated scanning section; updated llm_vulnerability_scanning.org to add promptfoo and Giskard Scan as dedicated tool entries alongside garak.

2026-07-06: Ingest — Cal Newport, Deep Questions: “Meet The Family Living Like It’s The 90s” (w/ Chris Moody)

• Source type: youtube
• Topics created: living_without_internet_chris_moody.org
• Topics updated: deep_life.org, attention_economy.org
• Coverage check: ~40 named entities verified; 1 gap filled (Atlantic article by Moody added to Sources); sponsor mentions (Shopify, BetterHelp, PipeDrive, Caldera Lab) intentionally skipped
• Summary: Ingested Cal Newport’s Deep Questions interview with Chris Moody, a former CNN Politics correspondent who has lived without home internet in a log cabin in Boone NC for three years; synthesis covers his career arc, two years of van life, the decision to cancel the internet, work systems, entertainment (DVD projector with friction-by-design), the detox experience, child-rearing without screens, the sabbath space principle, and lifestyle-centric planning; two existing topics enriched with resource bullets.