Wiki Cleanup Monthly Report

Date: 2026-07-01 | Vault: /Users/jean/Documents/Obsidian Vault/wiki Total wiki pages scanned: 441

Summary

Category	Count	Severity
Thin pages (<15 lines or <100 words)	33	P1
Crammed pages (>150 lines)	86	P1
Stale candidates (>30 days, sources=1)	65	P0
Candidates ready to compile	9	P1
AI draft backlog	99	P2
Hypothesis backlog	1	P2
Unsafe human_verified pages	3	P0
One-off material in wiki/	31	P1
MOC pages missing required sections	6	P1
Non-atomic concept pages	86	P1

1. Thin Pages (<15 lines or <100 words)

<a href="/wiki/product-trends/vercel-autonomous-design.md" class="wikilink">product-trends/vercel-autonomous-design.md</a> — 30 lines, 70 words
<a href="/wiki/product-trends/agent-native-architecture-three-principles.md" class="wikilink">product-trends/agent-native-architecture-three-principles.md</a> [reference] — 21 lines, 69 words
<a href="/wiki/product-trends/aaron-levie-ai-architecture-churn.md" class="wikilink">product-trends/aaron-levie-ai-architecture-churn.md</a> — 32 lines, 82 words
<a href="/wiki/product-trends/compound-knowledge.md" class="wikilink">product-trends/compound-knowledge.md</a> — 36 lines, 85 words
<a href="/wiki/product-trends/vibecoding-success-stories.md" class="wikilink">product-trends/vibecoding-success-stories.md</a> — 37 lines, 98 words
<a href="/wiki/product-trends/granola-ai-meeting-notes.md" class="wikilink">product-trends/granola-ai-meeting-notes.md</a> — 37 lines, 84 words
<a href="/wiki/product-trends/services-new-software.md" class="wikilink">product-trends/services-new-software.md</a> — 44 lines, 98 words
<a href="/wiki/product-trends/ai-native-saas-disruption.md" class="wikilink">product-trends/ai-native-saas-disruption.md</a> [reference] — 22 lines, 67 words
<a href="/wiki/harness-engineering/continual-learning-layers.md" class="wikilink">harness-engineering/continual-learning-layers.md</a> [reference] — 21 lines, 66 words
<a href="/wiki/harness-engineering/ai-search-visibility-detail.md" class="wikilink">harness-engineering/ai-search-visibility-detail.md</a> [concept] — 23 lines, 85 words
<a href="/wiki/harness-engineering/systems-engineering-agentic.md" class="wikilink">harness-engineering/systems-engineering-agentic.md</a> [reference] — 22 lines, 84 words
<a href="/wiki/harness-engineering/skill-description-pattern.md" class="wikilink">harness-engineering/skill-description-pattern.md</a> — 32 lines, 95 words
<a href="/wiki/harness-engineering/components-coding-agent-detailed.md" class="wikilink">harness-engineering/components-coding-agent-detailed.md</a> [reference] — 21 lines, 60 words
<a href="/wiki/harness-engineering/multimodal-agent-pipeline-detail.md" class="wikilink">harness-engineering/multimodal-agent-pipeline-detail.md</a> [concept] — 23 lines, 83 words
<a href="/wiki/harness-engineering/infrastructure-noise-agentic-coding.md" class="wikilink">harness-engineering/infrastructure-noise-agentic-coding.md</a> — 32 lines, 68 words
<a href="/wiki/ai-tools/codex-visual-design-loop.md" class="wikilink">ai-tools/codex-visual-design-loop.md</a> — 18 lines, 74 words
<a href="/wiki/ai-tools/ide-is-dead-replit.md" class="wikilink">ai-tools/ide-is-dead-replit.md</a> — 17 lines, 55 words
<a href="/wiki/self/overview.md" class="wikilink">self/overview.md</a> — 34 lines, 70 words
<a href="/wiki/self/patterns.md" class="wikilink">self/patterns.md</a> — 11 lines, 23 words
<a href="/wiki/self/goals-tracking.md" class="wikilink">self/goals-tracking.md</a> — 11 lines, 31 words
<a href="/wiki/ai-ecosystem/grok-4-3.md" class="wikilink">ai-ecosystem/grok-4-3.md</a> — 18 lines, 63 words
<a href="/wiki/ai-ecosystem/anthropic-mythos-security-audit.md" class="wikilink">ai-ecosystem/anthropic-mythos-security-audit.md</a> [reference] — 21 lines, 71 words
<a href="/wiki/ai-ecosystem/ginkgo-autonomous-lab-biopharma.md" class="wikilink">ai-ecosystem/ginkgo-autonomous-lab-biopharma.md</a> [reference] — 21 lines, 63 words
<a href="/wiki/ai-ecosystem/poolside-laguna.md" class="wikilink">ai-ecosystem/poolside-laguna.md</a> — 17 lines, 40 words
<a href="/wiki/ai-ecosystem/vision-banana.md" class="wikilink">ai-ecosystem/vision-banana.md</a> — 56 lines, 98 words
<a href="/wiki/ai-ecosystem/talkie-retro-ai.md" class="wikilink">ai-ecosystem/talkie-retro-ai.md</a> — 17 lines, 43 words
<a href="/wiki/ai-ecosystem/happyhorse-alibaba-video.md" class="wikilink">ai-ecosystem/happyhorse-alibaba-video.md</a> — 18 lines, 49 words
<a href="/wiki/ai-ecosystem/openai-robotics.md" class="wikilink">ai-ecosystem/openai-robotics.md</a> [entity] — 46 lines, 88 words
<a href="/wiki/ai-ecosystem/ai-inference-rationing-2026-detail.md" class="wikilink">ai-ecosystem/ai-inference-rationing-2026-detail.md</a> [concept] — 23 lines, 99 words
<a href="/wiki/ai-ecosystem/image-agent-concept.md" class="wikilink">ai-ecosystem/image-agent-concept.md</a> — 18 lines, 53 words
<a href="/wiki/ai-ecosystem/openai-musk-trial-2026.md" class="wikilink">ai-ecosystem/openai-musk-trial-2026.md</a> [reference] — 29 lines, 89 words
<a href="/wiki/ai-ecosystem/google-pentagon-ai-contract.md" class="wikilink">ai-ecosystem/google-pentagon-ai-contract.md</a> [reference] — 29 lines, 92 words
<a href="/wiki/mental-models/premortem.md" class="wikilink">mental-models/premortem.md</a> — 38 lines, 80 words

2. Crammed Pages (>150 lines)

<a href="/wiki/log.md" class="wikilink">log.md</a> — 296 lines, 1983 words
<a href="/wiki/index.md" class="wikilink">index.md</a> — 591 lines, 5663 words
<a href="/wiki/claude-code/claude-obsidian-integration.md" class="wikilink">claude-code/claude-obsidian-integration.md</a> — 191 lines, 826 words
<a href="/wiki/claude-code/karpathy-sequoia-ascent-2026.md" class="wikilink">claude-code/karpathy-sequoia-ascent-2026.md</a> — 151 lines, 527 words
<a href="/wiki/claude-code/overview.md" class="wikilink">claude-code/overview.md</a> [moc] — 171 lines, 2987 words
<a href="/wiki/claude-code/llm-wiki-pattern.md" class="wikilink">claude-code/llm-wiki-pattern.md</a> — 244 lines, 668 words
<a href="/wiki/claude-code/baoyu-design-guide.md" class="wikilink">claude-code/baoyu-design-guide.md</a> [guide] — 263 lines, 531 words
<a href="/wiki/claude-code/lessons-building-skills.md" class="wikilink">claude-code/lessons-building-skills.md</a> — 165 lines, 373 words
<a href="/wiki/claude-code/source-leak-technical-analysis.md" class="wikilink">claude-code/source-leak-technical-analysis.md</a> — 166 lines, 409 words
<a href="/wiki/claude-code/claude-cowork-felix-rieseberg.md" class="wikilink">claude-code/claude-cowork-felix-rieseberg.md</a> — 212 lines, 1450 words
<a href="/wiki/claude-code/session-management-guide.md" class="wikilink">claude-code/session-management-guide.md</a> — 157 lines, 632 words
<a href="/wiki/claude-code/extending-claude-sessions.md" class="wikilink">claude-code/extending-claude-sessions.md</a> — 283 lines, 1255 words
<a href="/wiki/claude-code/using-on-phone.md" class="wikilink">claude-code/using-on-phone.md</a> — 168 lines, 615 words
<a href="/wiki/claude-code/300-claude-prompts.md" class="wikilink">claude-code/300-claude-prompts.md</a> — 203 lines, 1285 words
<a href="/wiki/claude-code/skills-collection.md" class="wikilink">claude-code/skills-collection.md</a> — 225 lines, 650 words
<a href="/wiki/claude-code/harnessing-claude-intelligence.md" class="wikilink">claude-code/harnessing-claude-intelligence.md</a> — 187 lines, 438 words
<a href="/wiki/claude-code/syntaqlite-ai-build-experience.md" class="wikilink">claude-code/syntaqlite-ai-build-experience.md</a> — 157 lines, 1196 words
<a href="/wiki/product-trends/aaron-levie-agent-deployer-role.md" class="wikilink">product-trends/aaron-levie-agent-deployer-role.md</a> — 236 lines, 688 words
<a href="/wiki/product-trends/cursor-3-agent-orchestration.md" class="wikilink">product-trends/cursor-3-agent-orchestration.md</a> — 161 lines, 517 words
<a href="/wiki/product-trends/everyone-gets-sidekick.md" class="wikilink">product-trends/everyone-gets-sidekick.md</a> — 250 lines, 752 words
<a href="/wiki/product-trends/saas-extinction.md" class="wikilink">product-trends/saas-extinction.md</a> — 168 lines, 602 words
<a href="/wiki/product-trends/overview.md" class="wikilink">product-trends/overview.md</a> [moc] — 164 lines, 1987 words
<a href="/wiki/product-trends/product-taste-system-thinking.md" class="wikilink">product-trends/product-taste-system-thinking.md</a> [concept] — 223 lines, 582 words
<a href="/wiki/product-trends/five-ai-agents-group-chat.md" class="wikilink">product-trends/five-ai-agents-group-chat.md</a> — 194 lines, 359 words
<a href="/wiki/product-trends/zara-zhang-product-scope.md" class="wikilink">product-trends/zara-zhang-product-scope.md</a> — 159 lines, 401 words
<a href="/wiki/product-trends/intent-by-discovery-ux.md" class="wikilink">product-trends/intent-by-discovery-ux.md</a> — 162 lines, 318 words
<a href="/wiki/product-trends/ramp-ai-adoption-playbook.md" class="wikilink">product-trends/ramp-ai-adoption-playbook.md</a> — 161 lines, 450 words
<a href="/wiki/product-trends/cli-as-agent-interface.md" class="wikilink">product-trends/cli-as-agent-interface.md</a> — 249 lines, 630 words
<a href="/wiki/product-trends/your-claw-yourself.md" class="wikilink">product-trends/your-claw-yourself.md</a> — 190 lines, 481 words
<a href="/wiki/product-trends/vibe-coding-market-dynamics.md" class="wikilink">product-trends/vibe-coding-market-dynamics.md</a> — 182 lines, 906 words
<a href="/wiki/product-trends/org-design-ai-age.md" class="wikilink">product-trends/org-design-ai-age.md</a> — 561 lines, 1817 words
<a href="/wiki/product-trends/cursor-3-user-feedback-431.md" class="wikilink">product-trends/cursor-3-user-feedback-431.md</a> — 159 lines, 419 words
<a href="/wiki/product-trends/ai-operator-role.md" class="wikilink">product-trends/ai-operator-role.md</a> [concept] — 162 lines, 705 words
<a href="/wiki/product-trends/pm-role-bifurcation-ai-era.md" class="wikilink">product-trends/pm-role-bifurcation-ai-era.md</a> — 226 lines, 1597 words
<a href="/wiki/product-trends/build-bloomberg-terminal-ai.md" class="wikilink">product-trends/build-bloomberg-terminal-ai.md</a> — 202 lines, 622 words
<a href="/wiki/product-trends/ai-pm-role-evolution.md" class="wikilink">product-trends/ai-pm-role-evolution.md</a> — 159 lines, 495 words
<a href="/wiki/product-trends/ai-app-never-go-viral.md" class="wikilink">product-trends/ai-app-never-go-viral.md</a> — 156 lines, 250 words
<a href="/wiki/product-trends/ai-era-pm-playbook.md" class="wikilink">product-trends/ai-era-pm-playbook.md</a> — 183 lines, 554 words
<a href="/wiki/product-trends/dreamer-platform-personal-agent.md" class="wikilink">product-trends/dreamer-platform-personal-agent.md</a> — 169 lines, 445 words
<a href="/wiki/product-trends/obsidian-product-philosophy.md" class="wikilink">product-trends/obsidian-product-philosophy.md</a> [concept] — 168 lines, 468 words
<a href="/wiki/harness-engineering/vibe-coding-real-cost.md" class="wikilink">harness-engineering/vibe-coding-real-cost.md</a> — 155 lines, 327 words
<a href="/wiki/harness-engineering/llm-training-pipeline-2026.md" class="wikilink">harness-engineering/llm-training-pipeline-2026.md</a> — 182 lines, 1320 words
<a href="/wiki/harness-engineering/overview.md" class="wikilink">harness-engineering/overview.md</a> [moc] — 173 lines, 2696 words
<a href="/wiki/harness-engineering/llm-wiki-upgrade-plan.md" class="wikilink">harness-engineering/llm-wiki-upgrade-plan.md</a> — 829 lines, 2572 words
<a href="/wiki/harness-engineering/notion-ai-agents.md" class="wikilink">harness-engineering/notion-ai-agents.md</a> — 154 lines, 786 words
<a href="/wiki/harness-engineering/skills-into-loops.md" class="wikilink">harness-engineering/skills-into-loops.md</a> — 155 lines, 550 words
<a href="/wiki/harness-engineering/model-harness-fit.md" class="wikilink">harness-engineering/model-harness-fit.md</a> — 164 lines, 816 words
<a href="/wiki/harness-engineering/fat-skills-fat-code-thin-harness.md" class="wikilink">harness-engineering/fat-skills-fat-code-thin-harness.md</a> — 157 lines, 1173 words
<a href="/wiki/harness-engineering/continual-learning.md" class="wikilink">harness-engineering/continual-learning.md</a> [concept] — 185 lines, 881 words
<a href="/wiki/harness-engineering/agent-memory-vs-context-substrate.md" class="wikilink">harness-engineering/agent-memory-vs-context-substrate.md</a> — 243 lines, 1112 words
<a href="/wiki/harness-engineering/agent-harness-engineering-addy-osmani.md" class="wikilink">harness-engineering/agent-harness-engineering-addy-osmani.md</a> [concept] — 175 lines, 778 words
<a href="/wiki/harness-engineering/ai-search-visibility.md" class="wikilink">harness-engineering/ai-search-visibility.md</a> [concept] — 160 lines, 716 words
<a href="/wiki/harness-engineering/what-is-agent-harness.md" class="wikilink">harness-engineering/what-is-agent-harness.md</a> — 566 lines, 2062 words
<a href="/wiki/harness-engineering/long-running-agent-harness.md" class="wikilink">harness-engineering/long-running-agent-harness.md</a> [concept] — 187 lines, 601 words
<a href="/wiki/harness-engineering/six-self-improvement-paths.md" class="wikilink">harness-engineering/six-self-improvement-paths.md</a> — 161 lines, 421 words
<a href="/wiki/harness-engineering/auto-prompt-generation.md" class="wikilink">harness-engineering/auto-prompt-generation.md</a> [concept] — 235 lines, 705 words
<a href="/wiki/harness-engineering/prompt-caching.md" class="wikilink">harness-engineering/prompt-caching.md</a> — 173 lines, 628 words
<a href="/wiki/harness-engineering/context-rot.md" class="wikilink">harness-engineering/context-rot.md</a> — 208 lines, 517 words
<a href="/wiki/harness-engineering/model-routing.md" class="wikilink">harness-engineering/model-routing.md</a> — 176 lines, 608 words
<a href="/wiki/harness-engineering/multi-agent-coordination-patterns.md" class="wikilink">harness-engineering/multi-agent-coordination-patterns.md</a> — 364 lines, 1953 words
<a href="/wiki/harness-engineering/ai-native-dev-tencent-openspec.md" class="wikilink">harness-engineering/ai-native-dev-tencent-openspec.md</a> — 258 lines, 717 words
<a href="/wiki/harness-engineering/self-verification-loops.md" class="wikilink">harness-engineering/self-verification-loops.md</a> — 224 lines, 776 words
<a href="/wiki/harness-engineering/better-code-more-slowly.md" class="wikilink">harness-engineering/better-code-more-slowly.md</a> — 152 lines, 495 words
<a href="/wiki/harness-engineering/managed-agents-architecture.md" class="wikilink">harness-engineering/managed-agents-architecture.md</a> — 254 lines, 697 words
<a href="/wiki/harness-engineering/loop-engineering.md" class="wikilink">harness-engineering/loop-engineering.md</a> [concept] — 459 lines, 2303 words
<a href="/wiki/ai-tools/overview.md" class="wikilink">ai-tools/overview.md</a> [overview] — 201 lines, 2343 words
<a href="/wiki/ai-tools/listenhub-cli.md" class="wikilink">ai-tools/listenhub-cli.md</a> — 181 lines, 381 words
<a href="/wiki/ai-tools/openclaw-initialization.md" class="wikilink">ai-tools/openclaw-initialization.md</a> — 155 lines, 605 words
<a href="/wiki/ai-tools/public-apis.md" class="wikilink">ai-tools/public-apis.md</a> — 170 lines, 504 words
<a href="/wiki/ai-tools/openai-codex-use-cases-official-overview.md" class="wikilink">ai-tools/openai-codex-use-cases-official-overview.md</a> — 274 lines, 2562 words
<a href="/wiki/ai-tools/openclaw-settings.md" class="wikilink">ai-tools/openclaw-settings.md</a> — 164 lines, 675 words
<a href="/wiki/self/how-i-became-technical-af.md" class="wikilink">self/how-i-became-technical-af.md</a> — 162 lines, 346 words
<a href="/wiki/ai-ecosystem/multimodal-search-analysis.md" class="wikilink">ai-ecosystem/multimodal-search-analysis.md</a> — 250 lines, 454 words
<a href="/wiki/ai-ecosystem/claude-opus-48-evaluation.md" class="wikilink">ai-ecosystem/claude-opus-48-evaluation.md</a> [concept] — 182 lines, 876 words
<a href="/wiki/ai-ecosystem/overview.md" class="wikilink">ai-ecosystem/overview.md</a> [moc] — 158 lines, 1750 words
<a href="/wiki/ai-ecosystem/minimax-m27-self-evolving-model.md" class="wikilink">ai-ecosystem/minimax-m27-self-evolving-model.md</a> — 173 lines, 484 words
<a href="/wiki/ai-ecosystem/openai-codex-superapp.md" class="wikilink">ai-ecosystem/openai-codex-superapp.md</a> — 529 lines, 1984 words
<a href="/wiki/ai-ecosystem/anthropic-mythos.md" class="wikilink">ai-ecosystem/anthropic-mythos.md</a> [entity] — 195 lines, 3250 words
<a href="/wiki/ai-ecosystem/claude-81000-survey.md" class="wikilink">ai-ecosystem/claude-81000-survey.md</a> — 162 lines, 425 words
<a href="/wiki/ai-ecosystem/agent-infrastructure-trends.md" class="wikilink">ai-ecosystem/agent-infrastructure-trends.md</a> — 241 lines, 931 words
<a href="/wiki/ai-ecosystem/hermes-agent.md" class="wikilink">ai-ecosystem/hermes-agent.md</a> — 336 lines, 1159 words
<a href="/wiki/ai-ecosystem/deepseek-v4.md" class="wikilink">ai-ecosystem/deepseek-v4.md</a> — 722 lines, 3093 words
<a href="/wiki/ai-ecosystem/gpt-55-evaluation.md" class="wikilink">ai-ecosystem/gpt-55-evaluation.md</a> — 356 lines, 1309 words
<a href="/wiki/forecasts/overview.md" class="wikilink">forecasts/overview.md</a> — 216 lines, 926 words
<a href="/wiki/mental-models/ai-wisdom-gap.md" class="wikilink">mental-models/ai-wisdom-gap.md</a> — 230 lines, 505 words
<a href="/wiki/writing/four-hour-workweek-why-take-job.md" class="wikilink">writing/four-hour-workweek-why-take-job.md</a> — 216 lines, 554 words

3. Stale Candidates (>30 days, still sources=1)

Recommend: delete or merge into parent page.

<a href="/wiki/candidates/constitutional-ai-amanda-askell.md" class="wikilink">candidates/constitutional-ai-amanda-askell.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/claude-code/claude-code-goal-command.md" class="wikilink">claude-code/claude-code-goal-command.md</a> — updated 2026-06-01, sources=1
<a href="/wiki/claude-code/large-codebase-deployment.md" class="wikilink">claude-code/large-codebase-deployment.md</a> — updated 2026-05-16, sources=1
<a href="/wiki/product-trends/software-moat-is-false.md" class="wikilink">product-trends/software-moat-is-false.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/product-trends/flat-rate-ai-plans-cracking.md" class="wikilink">product-trends/flat-rate-ai-plans-cracking.md</a> — updated 2026-04-26, sources=1
<a href="/wiki/product-trends/oss-slop-crisis.md" class="wikilink">product-trends/oss-slop-crisis.md</a> — updated 2026-05-31, sources=1
<a href="/wiki/product-trends/opinions-md-pattern.md" class="wikilink">product-trends/opinions-md-pattern.md</a> — updated 2026-05-08, sources=1
<a href="/wiki/product-trends/uipath-orchestration-ai-work.md" class="wikilink">product-trends/uipath-orchestration-ai-work.md</a> — updated 2026-05-05, sources=1
<a href="/wiki/product-trends/stripe-agent-native-economy.md" class="wikilink">product-trends/stripe-agent-native-economy.md</a> — updated 2026-05-03, sources=1
<a href="/wiki/product-trends/vercel-security-investigation-2026.md" class="wikilink">product-trends/vercel-security-investigation-2026.md</a> — updated 2026-04-23, sources=1
<a href="/wiki/product-trends/ai-companions-as-training-wheels.md" class="wikilink">product-trends/ai-companions-as-training-wheels.md</a> — updated 2026-05-08, sources=1
<a href="/wiki/product-trends/prompts-replacing-download-buttons.md" class="wikilink">product-trends/prompts-replacing-download-buttons.md</a> — updated 2026-04-26, sources=1
<a href="/wiki/product-trends/software-after-software.md" class="wikilink">product-trends/software-after-software.md</a> — updated 2026-05-31, sources=1
<a href="/wiki/product-trends/saas-not-dead-ben-horowitz.md" class="wikilink">product-trends/saas-not-dead-ben-horowitz.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/product-trends/build-then-align-warp.md" class="wikilink">product-trends/build-then-align-warp.md</a> — updated 2026-05-11, sources=1
<a href="/wiki/product-trends/compound-knowledge.md" class="wikilink">product-trends/compound-knowledge.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/product-trends/agency-vs-skill-max-schoening.md" class="wikilink">product-trends/agency-vs-skill-max-schoening.md</a> — updated 2026-05-05, sources=1
<a href="/wiki/product-trends/ai-writing-tells.md" class="wikilink">product-trends/ai-writing-tells.md</a> — updated 2026-04-26, sources=1
<a href="/wiki/product-trends/cursor-3-feedback-analysis.md" class="wikilink">product-trends/cursor-3-feedback-analysis.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/product-trends/lui-skill-agent-jianying.md" class="wikilink">product-trends/lui-skill-agent-jianying.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/product-trends/app-layer-not-dead.md" class="wikilink">product-trends/app-layer-not-dead.md</a> — updated 2026-05-29, sources=1
<a href="/wiki/product-trends/obsidian-product-philosophy.md" class="wikilink">product-trends/obsidian-product-philosophy.md</a> — updated 2026-05-30, sources=1
<a href="/wiki/harness-engineering/remotion-claude-code-video-workflow.md" class="wikilink">harness-engineering/remotion-claude-code-video-workflow.md</a> — updated 2026-04-26, sources=1
<a href="/wiki/harness-engineering/walkinglabs-learn-harness-engineering.md" class="wikilink">harness-engineering/walkinglabs-learn-harness-engineering.md</a> — updated 2026-04-28, sources=1
<a href="/wiki/harness-engineering/judgment-engineering.md" class="wikilink">harness-engineering/judgment-engineering.md</a> — updated 2026-05-28, sources=1
<a href="/wiki/harness-engineering/single-master-agent-pattern.md" class="wikilink">harness-engineering/single-master-agent-pattern.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/harness-engineering/computer-use-best-practices.md" class="wikilink">harness-engineering/computer-use-best-practices.md</a> — updated 2026-05-26, sources=1
<a href="/wiki/harness-engineering/shared-brain-first.md" class="wikilink">harness-engineering/shared-brain-first.md</a> — updated 2026-05-14, sources=1
<a href="/wiki/harness-engineering/matt-pocock-ai-coding-workflow.md" class="wikilink">harness-engineering/matt-pocock-ai-coding-workflow.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/harness-engineering/matt-pocock-agent-taxonomy.md" class="wikilink">harness-engineering/matt-pocock-agent-taxonomy.md</a> — updated 2026-05-03, sources=1
<a href="/wiki/harness-engineering/agent-memory-as-hint-surface.md" class="wikilink">harness-engineering/agent-memory-as-hint-surface.md</a> — updated 2026-05-08, sources=1
<a href="/wiki/harness-engineering/skill-description-pattern.md" class="wikilink">harness-engineering/skill-description-pattern.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/harness-engineering/sloop-pattern.md" class="wikilink">harness-engineering/sloop-pattern.md</a> — updated 2026-05-06, sources=1
<a href="/wiki/harness-engineering/production-memory-systems.md" class="wikilink">harness-engineering/production-memory-systems.md</a> — updated 2026-05-03, sources=1
<a href="/wiki/harness-engineering/components-coding-agent.md" class="wikilink">harness-engineering/components-coding-agent.md</a> — updated 2026-05-08, sources=1
<a href="/wiki/harness-engineering/agent-driven-qa.md" class="wikilink">harness-engineering/agent-driven-qa.md</a> — updated 2026-06-01, sources=1
<a href="/wiki/harness-engineering/static-analysis-llm-synergy.md" class="wikilink">harness-engineering/static-analysis-llm-synergy.md</a> — updated 2026-04-23, sources=1
<a href="/wiki/ai-tools/lil-lenny.md" class="wikilink">ai-tools/lil-lenny.md</a> — updated 2026-04-28, sources=1
<a href="/wiki/ai-tools/codex-visual-design-loop.md" class="wikilink">ai-tools/codex-visual-design-loop.md</a> — updated 2026-05-06, sources=1
<a href="/wiki/ai-tools/ide-is-dead-replit.md" class="wikilink">ai-tools/ide-is-dead-replit.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/ben-horowitz-cs153-ai-capital.md" class="wikilink">ai-ecosystem/ben-horowitz-cs153-ai-capital.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/grok-4-3.md" class="wikilink">ai-ecosystem/grok-4-3.md</a> — updated 2026-05-03, sources=1
<a href="/wiki/ai-ecosystem/zhipu-glm5-scaling-pain.md" class="wikilink">ai-ecosystem/zhipu-glm5-scaling-pain.md</a> — updated 2026-05-03, sources=1
<a href="/wiki/ai-ecosystem/dylan-patel-token-supply-demand-2026.md" class="wikilink">ai-ecosystem/dylan-patel-token-supply-demand-2026.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/solo-gp-ai-vc.md" class="wikilink">ai-ecosystem/solo-gp-ai-vc.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/poolside-laguna.md" class="wikilink">ai-ecosystem/poolside-laguna.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/ai-ecosystem/spacex-2-trillion-ipo.md" class="wikilink">ai-ecosystem/spacex-2-trillion-ipo.md</a> — updated 2026-04-28, sources=1
<a href="/wiki/ai-ecosystem/mistral-workflows.md" class="wikilink">ai-ecosystem/mistral-workflows.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/ai-ecosystem/ai-chip-architecture.md" class="wikilink">ai-ecosystem/ai-chip-architecture.md</a> — updated 2026-05-28, sources=1
<a href="/wiki/ai-ecosystem/llm-inference-mechanics.md" class="wikilink">ai-ecosystem/llm-inference-mechanics.md</a> — updated 2026-05-28, sources=1
<a href="/wiki/ai-ecosystem/talkie-retro-ai.md" class="wikilink">ai-ecosystem/talkie-retro-ai.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/ai-ecosystem/happyhorse-alibaba-video.md" class="wikilink">ai-ecosystem/happyhorse-alibaba-video.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/openai-robotics.md" class="wikilink">ai-ecosystem/openai-robotics.md</a> — updated 2026-06-01, sources=1
<a href="/wiki/ai-ecosystem/image-agent-concept.md" class="wikilink">ai-ecosystem/image-agent-concept.md</a> — updated 2026-04-23, sources=1
<a href="/wiki/ai-ecosystem/dwarkesh-patel-ai-podcast.md" class="wikilink">ai-ecosystem/dwarkesh-patel-ai-podcast.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/ai-ecosystem/us-china-ai-distillation.md" class="wikilink">ai-ecosystem/us-china-ai-distillation.md</a> — updated 2026-04-26, sources=1
<a href="/wiki/ai-ecosystem/openai-musk-trial-2026.md" class="wikilink">ai-ecosystem/openai-musk-trial-2026.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/ai-ecosystem/google-pentagon-ai-contract.md" class="wikilink">ai-ecosystem/google-pentagon-ai-contract.md</a> — updated 2026-04-29, sources=1
<a href="/wiki/mental-models/uncertainty-vs-complexity-communication.md" class="wikilink">mental-models/uncertainty-vs-complexity-communication.md</a> — updated 2026-05-16, sources=1
<a href="/wiki/mental-models/culture-as-actions-ben-horowitz.md" class="wikilink">mental-models/culture-as-actions-ben-horowitz.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/mental-models/interrogatory-llm.md" class="wikilink">mental-models/interrogatory-llm.md</a> — updated 2026-05-28, sources=1
<a href="/wiki/mental-models/marc-brackett-ruler-emotion.md" class="wikilink">mental-models/marc-brackett-ruler-emotion.md</a> — updated 2026-05-04, sources=1
<a href="/wiki/mental-models/creativity-and-knowledge.md" class="wikilink">mental-models/creativity-and-knowledge.md</a> — updated 2026-05-27, sources=1
<a href="/wiki/writing/ai-assisted-nonfiction-material-mining.md" class="wikilink">writing/ai-assisted-nonfiction-material-mining.md</a> — updated 2026-05-27, sources=1
<a href="/wiki/writing/ai-writing-style-signals.md" class="wikilink">writing/ai-writing-style-signals.md</a> — updated 2026-05-08, sources=1

4. Candidates Ready to Compile (sources=1, raw match found)

Recommend: run /wiki-absorb on the matching raw file to promote.

<a href="/wiki/claude-code/claude-code-goal-command.md" class="wikilink">claude-code/claude-code-goal-command.md</a>
- raw match: <a href="/wiki/raw/to-learn/useful-usage-of-claude-code.md" class="wikilink">raw/to-learn/useful usage of claude code.md</a>
- raw match: <a href="/wiki/raw/to-learn/notebooklm-for-claude-code-usage-for-research.md" class="wikilink">raw/to-learn/notebooklm for claude code usage for research.md</a>
- raw match: <a href="/wiki/raw/to-learn/claude-code-拆解.md" class="wikilink">raw/to-learn/claude code 拆解.md</a>
<a href="/wiki/product-trends/build-then-align-warp.md" class="wikilink">product-trends/build-then-align-warp.md</a>
- raw match: <a href="/wiki/raw/twitter/x-articles/build-then-align---zach-lloyd-warp.md" class="wikilink">raw/twitter/x-articles/Build then align - Zach Lloyd Warp.md</a>
- raw match: <a href="/wiki/raw/to-learn/build-then-align---zach-lloyd-warp.md" class="wikilink">raw/to-learn/Build then align - Zach Lloyd Warp.md</a>
<a href="/wiki/product-trends/lui-skill-agent-jianying.md" class="wikilink">product-trends/lui-skill-agent-jianying.md</a>
- raw match: <a href="/wiki/raw/twitter/x-articles/google-agent-skill-patterns.md" class="wikilink">raw/twitter/x-articles/google-agent-skill-patterns.md</a>
<a href="/wiki/harness-engineering/remotion-claude-code-video-workflow.md" class="wikilink">harness-engineering/remotion-claude-code-video-workflow.md</a>
- raw match: <a href="/wiki/raw/to-learn/useful-usage-of-claude-code.md" class="wikilink">raw/to-learn/useful usage of claude code.md</a>
- raw match: <a href="/wiki/raw/to-learn/notebooklm-for-claude-code-usage-for-research.md" class="wikilink">raw/to-learn/notebooklm for claude code usage for research.md</a>
- raw match: <a href="/wiki/raw/to-learn/claude-code-拆解.md" class="wikilink">raw/to-learn/claude code 拆解.md</a>
<a href="/wiki/harness-engineering/computer-use-best-practices.md" class="wikilink">harness-engineering/computer-use-best-practices.md</a>
- raw match: <a href="/wiki/raw/to-learn/best-practices-for-computer-and-browser-use-with-claude.md" class="wikilink">raw/to-learn/Best practices for computer and browser use with Claude.md</a>
- raw match: <a href="/wiki/raw/to-learn/best-practices-computer-browser-use-claude-zh.md" class="wikilink">raw/to-learn/best-practices-computer-browser-use-claude-zh.md</a>
- raw match: <a href="/wiki/raw/to-learn/best-practices-computer-browser-use-claude.md" class="wikilink">raw/to-learn/best-practices-computer-browser-use-claude.md</a>
<a href="/wiki/harness-engineering/agentic-engineering-practices.md" class="wikilink">harness-engineering/agentic-engineering-practices.md</a>
- raw match: <a href="/wiki/raw/to-learn/vibe-coding-and-agentic-engineering-are-getting-closer-than-i’d-like.md" class="wikilink">raw/to-learn/Vibe coding and agentic engineering are getting closer than I’d like.md</a>
- raw match: <a href="/wiki/raw/to-learn/dhh-points-on-the-agentic-engineering-and-dev.md" class="wikilink">raw/to-learn/dhh points on the agentic engineering and dev.md</a>
<a href="/wiki/harness-engineering/barebones-agentic-engineering.md" class="wikilink">harness-engineering/barebones-agentic-engineering.md</a>
- raw match: <a href="/wiki/raw/to-learn/vibe-coding-and-agentic-engineering-are-getting-closer-than-i’d-like.md" class="wikilink">raw/to-learn/Vibe coding and agentic engineering are getting closer than I’d like.md</a>
- raw match: <a href="/wiki/raw/to-learn/dhh-points-on-the-agentic-engineering-and-dev.md" class="wikilink">raw/to-learn/dhh points on the agentic engineering and dev.md</a>
<a href="/wiki/ai-ecosystem/openai-musk-trial-2026.md" class="wikilink">ai-ecosystem/openai-musk-trial-2026.md</a>
- raw match: <a href="/wiki/raw/newsletters/the-rundown/2026-04-29-inside-day-1-of-musks-openai-trial.md" class="wikilink">raw/newsletters/The Rundown/2026-04-29 Inside Day 1 of Musks OpenAI trial.md</a>
<a href="/wiki/writing/ai-writing-style-signals.md" class="wikilink">writing/ai-writing-style-signals.md</a>
- raw match: <a href="/wiki/raw/newsletters/morning-brief/every-how-to-build-an-ai-style-guide.md" class="wikilink">raw/newsletters/morning-brief/every-how-to-build-an-ai-style-guide.md</a>

5. AI Draft Backlog (knowledge_status: ai_draft)

Recommend per page: keep draft / ask Jean to verify / mark hypothesis / mark disputed / downgrade to output.

<a href="/wiki/product-trends/codex-native-apps.md" class="wikilink">product-trends/codex-native-apps.md</a> [concept] — updated 2026-05-07
<a href="/wiki/mental-models/task-driven-vs-goal-driven.md" class="wikilink">mental-models/task-driven-vs-goal-driven.md</a> [concept] — updated 2026-05-07
<a href="/wiki/product-trends/opinions-md-pattern.md" class="wikilink">product-trends/opinions-md-pattern.md</a> [concept] — updated 2026-05-08
<a href="/wiki/product-trends/ai-companions-as-training-wheels.md" class="wikilink">product-trends/ai-companions-as-training-wheels.md</a> [concept] — updated 2026-05-08
<a href="/wiki/harness-engineering/agentic-software-is-systems-engineering.md" class="wikilink">harness-engineering/agentic-software-is-systems-engineering.md</a> [concept] — updated 2026-05-08
<a href="/wiki/harness-engineering/agent-memory-as-hint-surface.md" class="wikilink">harness-engineering/agent-memory-as-hint-surface.md</a> [concept] — updated 2026-05-08
<a href="/wiki/harness-engineering/components-coding-agent.md" class="wikilink">harness-engineering/components-coding-agent.md</a> [concept] — updated 2026-05-08
<a href="/wiki/ai-tools/cli-printing-press.md" class="wikilink">ai-tools/cli-printing-press.md</a> [tool] — updated 2026-05-08
<a href="/wiki/writing/ai-writing-style-signals.md" class="wikilink">writing/ai-writing-style-signals.md</a> [concept] — updated 2026-05-08
<a href="/wiki/harness-engineering/realtime-voice-agent-systems.md" class="wikilink">harness-engineering/realtime-voice-agent-systems.md</a> [concept] — updated 2026-05-09
<a href="/wiki/harness-engineering/heuristic-learning.md" class="wikilink">harness-engineering/heuristic-learning.md</a> [concept] — updated 2026-05-09
<a href="/wiki/product-trends/build-then-align-warp.md" class="wikilink">product-trends/build-then-align-warp.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/software-3.0.md" class="wikilink">harness-engineering/software-3.0.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/ai-search-visibility-detail.md" class="wikilink">harness-engineering/ai-search-visibility-detail.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/agent-harness-engineering-addy-osmani.md" class="wikilink">harness-engineering/agent-harness-engineering-addy-osmani.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/ai-search-visibility.md" class="wikilink">harness-engineering/ai-search-visibility.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/multimodal-agent-pipeline.md" class="wikilink">harness-engineering/multimodal-agent-pipeline.md</a> [concept] — updated 2026-05-11
<a href="/wiki/harness-engineering/multimodal-agent-pipeline-detail.md" class="wikilink">harness-engineering/multimodal-agent-pipeline-detail.md</a> [concept] — updated 2026-05-11
<a href="/wiki/ai-ecosystem/ai-inference-rationing-2026-detail.md" class="wikilink">ai-ecosystem/ai-inference-rationing-2026-detail.md</a> [concept] — updated 2026-05-11
<a href="/wiki/product-trends/environment-context-agents.md" class="wikilink">product-trends/environment-context-agents.md</a> [concept] — updated 2026-05-13
<a href="/wiki/product-trends/software-soul-ai-slop.md" class="wikilink">product-trends/software-soul-ai-slop.md</a> [concept] — updated 2026-05-14
<a href="/wiki/harness-engineering/shared-brain-first.md" class="wikilink">harness-engineering/shared-brain-first.md</a> [concept] — updated 2026-05-14
<a href="/wiki/claude-code/large-codebase-deployment.md" class="wikilink">claude-code/large-codebase-deployment.md</a> [concept] — updated 2026-05-16
<a href="/wiki/mental-models/uncertainty-vs-complexity-communication.md" class="wikilink">mental-models/uncertainty-vs-complexity-communication.md</a> [concept] — updated 2026-05-16
<a href="/wiki/claude-code/auto-mode.md" class="wikilink">claude-code/auto-mode.md</a> [concept] — updated 2026-05-17
<a href="/wiki/product-trends/ai-operator-role.md" class="wikilink">product-trends/ai-operator-role.md</a> [concept] — updated 2026-05-17
<a href="/wiki/harness-engineering/ai-augmented-vs-dependent.md" class="wikilink">harness-engineering/ai-augmented-vs-dependent.md</a> [concept] — updated 2026-05-17
<a href="/wiki/product-trends/compute-allocator.md" class="wikilink">product-trends/compute-allocator.md</a> [concept] — updated 2026-05-26
<a href="/wiki/product-trends/delegate-vs-sit-beside.md" class="wikilink">product-trends/delegate-vs-sit-beside.md</a> [concept] — updated 2026-05-26
<a href="/wiki/harness-engineering/computer-use-best-practices.md" class="wikilink">harness-engineering/computer-use-best-practices.md</a> [concept] — updated 2026-05-26
<a href="/wiki/mental-models/distance-bias-ai-expectations.md" class="wikilink">mental-models/distance-bias-ai-expectations.md</a> [concept] — updated 2026-05-26
<a href="/wiki/ai-ecosystem/baseten-inference-cloud.md" class="wikilink">ai-ecosystem/baseten-inference-cloud.md</a> [concept] — updated 2026-05-27
<a href="/wiki/ai-ecosystem/model-labs-becoming-agent-labs.md" class="wikilink">ai-ecosystem/model-labs-becoming-agent-labs.md</a> [concept] — updated 2026-05-27
<a href="/wiki/forecasts/demis-hassabis-agi-framework.md" class="wikilink">forecasts/demis-hassabis-agi-framework.md</a> [concept] — updated 2026-05-27
<a href="/wiki/writing/ai-writing-as-sculpture.md" class="wikilink">writing/ai-writing-as-sculpture.md</a> [concept] — updated 2026-05-27
<a href="/wiki/writing/ai-assisted-nonfiction-material-mining.md" class="wikilink">writing/ai-assisted-nonfiction-material-mining.md</a> [concept] — updated 2026-05-27
<a href="/wiki/writing/html-as-new-markdown.md" class="wikilink">writing/html-as-new-markdown.md</a> [concept] — updated 2026-05-27
<a href="/wiki/product-trends/agent-native-architecture.md" class="wikilink">product-trends/agent-native-architecture.md</a> [concept] — updated 2026-05-28
<a href="/wiki/harness-engineering/judgment-engineering.md" class="wikilink">harness-engineering/judgment-engineering.md</a> [concept] — updated 2026-05-28
<a href="/wiki/ai-ecosystem/ai-chip-architecture.md" class="wikilink">ai-ecosystem/ai-chip-architecture.md</a> [concept] — updated 2026-05-28
<a href="/wiki/ai-ecosystem/llm-inference-mechanics.md" class="wikilink">ai-ecosystem/llm-inference-mechanics.md</a> [concept] — updated 2026-05-28
<a href="/wiki/mental-models/interrogatory-llm.md" class="wikilink">mental-models/interrogatory-llm.md</a> [concept] — updated 2026-05-28
<a href="/wiki/product-trends/app-layer-not-dead.md" class="wikilink">product-trends/app-layer-not-dead.md</a> [concept] — updated 2026-05-29
<a href="/wiki/harness-engineering/agent-psychosis-lesson.md" class="wikilink">harness-engineering/agent-psychosis-lesson.md</a> [concept] — updated 2026-05-29
<a href="/wiki/product-trends/obsidian-product-philosophy.md" class="wikilink">product-trends/obsidian-product-philosophy.md</a> [concept] — updated 2026-05-30
<a href="/wiki/product-trends/oss-slop-crisis.md" class="wikilink">product-trends/oss-slop-crisis.md</a> [concept] — updated 2026-05-31
<a href="/wiki/product-trends/software-after-software.md" class="wikilink">product-trends/software-after-software.md</a> [concept] — updated 2026-05-31
<a href="/wiki/claude-code/claude-code-goal-command.md" class="wikilink">claude-code/claude-code-goal-command.md</a> [concept] — updated 2026-06-01
<a href="/wiki/product-trends/forward-deployed-engineer.md" class="wikilink">product-trends/forward-deployed-engineer.md</a> [concept] — updated 2026-06-01
<a href="/wiki/product-trends/after-automation-productivity-paradox.md" class="wikilink">product-trends/after-automation-productivity-paradox.md</a> [concept] — updated 2026-06-01
<a href="/wiki/product-trends/ai-driven-layoffs-2026.md" class="wikilink">product-trends/ai-driven-layoffs-2026.md</a> [concept] — updated 2026-06-01
<a href="/wiki/harness-engineering/zero-trust-ai-agents.md" class="wikilink">harness-engineering/zero-trust-ai-agents.md</a> [concept] — updated 2026-06-01
<a href="/wiki/harness-engineering/agent-harness-worker-model.md" class="wikilink">harness-engineering/agent-harness-worker-model.md</a> [concept] — updated 2026-06-01
<a href="/wiki/harness-engineering/agent-driven-qa.md" class="wikilink">harness-engineering/agent-driven-qa.md</a> [concept] — updated 2026-06-01
<a href="/wiki/ai-ecosystem/openai-robotics.md" class="wikilink">ai-ecosystem/openai-robotics.md</a> [entity] — updated 2026-06-01
<a href="/wiki/claude-code/agents-md-as-contract.md" class="wikilink">claude-code/agents-md-as-contract.md</a> [concept] — updated 2026-06-02
<a href="/wiki/claude-code/pawelhuryn-claude-decision-engine.md" class="wikilink">claude-code/pawelhuryn-claude-decision-engine.md</a> — updated 2026-06-02
<a href="/wiki/claude-code/what-makes-good-agents-md.md" class="wikilink">claude-code/what-makes-good-agents-md.md</a> [concept] — updated 2026-06-02
<a href="/wiki/product-trends/enterprise-knowledge-extraction.md" class="wikilink">product-trends/enterprise-knowledge-extraction.md</a> [concept] — updated 2026-06-02
<a href="/wiki/product-trends/software-factory-ladder.md" class="wikilink">product-trends/software-factory-ladder.md</a> — updated 2026-06-02
<a href="/wiki/product-trends/three-act-playbook-death.md" class="wikilink">product-trends/three-act-playbook-death.md</a> — updated 2026-06-02
<a href="/wiki/harness-engineering/plan-first-orchestration.md" class="wikilink">harness-engineering/plan-first-orchestration.md</a> [concept] — updated 2026-06-02
<a href="/wiki/harness-engineering/skillopt.md" class="wikilink">harness-engineering/skillopt.md</a> [concept] — updated 2026-06-02
<a href="/wiki/harness-engineering/barebones-agentic-engineering.md" class="wikilink">harness-engineering/barebones-agentic-engineering.md</a> [concept] — updated 2026-06-02
<a href="/wiki/claude-code/self-improving-skills.md" class="wikilink">claude-code/self-improving-skills.md</a> [concept] — updated 2026-06-03
<a href="/wiki/claude-code/dynamic-workflows.md" class="wikilink">claude-code/dynamic-workflows.md</a> [concept] — updated 2026-06-03
<a href="/wiki/harness-engineering/agent-storage-compute-separation.md" class="wikilink">harness-engineering/agent-storage-compute-separation.md</a> [concept] — updated 2026-06-03
<a href="/wiki/harness-engineering/agentic-engineering-practices.md" class="wikilink">harness-engineering/agentic-engineering-practices.md</a> [concept] — updated 2026-06-03
<a href="/wiki/mental-models/building-software-is-learning.md" class="wikilink">mental-models/building-software-is-learning.md</a> [concept] — updated 2026-06-03
<a href="/wiki/product-trends/code-native-visual-ai.md" class="wikilink">product-trends/code-native-visual-ai.md</a> [concept] — updated 2026-06-04
<a href="/wiki/harness-engineering/modern-engineering-values.md" class="wikilink">harness-engineering/modern-engineering-values.md</a> [concept] — updated 2026-06-04
<a href="/wiki/harness-engineering/agent-building-mistakes.md" class="wikilink">harness-engineering/agent-building-mistakes.md</a> [concept] — updated 2026-06-04
<a href="/wiki/writing/human-sample-baseline.md" class="wikilink">writing/human-sample-baseline.md</a> [concept] — updated 2026-06-05
<a href="/wiki/product-trends/saas-vs-agent-native.md" class="wikilink">product-trends/saas-vs-agent-native.md</a> [concept] — updated 2026-06-07
<a href="/wiki/harness-engineering/skill-engineering-as-algorithm.md" class="wikilink">harness-engineering/skill-engineering-as-algorithm.md</a> [concept] — updated 2026-06-07
<a href="/wiki/ai-ecosystem/ai-inference-rationing-2026.md" class="wikilink">ai-ecosystem/ai-inference-rationing-2026.md</a> [concept] — updated 2026-06-07
<a href="/wiki/claude-code/plan-first-coding-agent.md" class="wikilink">claude-code/plan-first-coding-agent.md</a> [concept] — updated 2026-06-08
<a href="/wiki/harness-engineering/ai-driven-e2e-testing.md" class="wikilink">harness-engineering/ai-driven-e2e-testing.md</a> [concept] — updated 2026-06-08
<a href="/wiki/harness-engineering/agent-output-gate.md" class="wikilink">harness-engineering/agent-output-gate.md</a> [concept] — updated 2026-06-08
<a href="/wiki/ai-ecosystem/gemini-31-pro-benchmarks.md" class="wikilink">ai-ecosystem/gemini-31-pro-benchmarks.md</a> [concept] — updated 2026-06-08
<a href="/wiki/harness-engineering/frontier-code-benchmark.md" class="wikilink">harness-engineering/frontier-code-benchmark.md</a> [concept] — updated 2026-06-09
<a href="/wiki/ai-tools/ai-writing-guardrails.md" class="wikilink">ai-tools/ai-writing-guardrails.md</a> [concept] — updated 2026-06-09
<a href="/wiki/claude-code/boris-cherny-generalist-era.md" class="wikilink">claude-code/boris-cherny-generalist-era.md</a> [concept] — updated 2026-06-10
<a href="/wiki/ai-ecosystem/claude-opus-48-evaluation.md" class="wikilink">ai-ecosystem/claude-opus-48-evaluation.md</a> [concept] — updated 2026-06-10
<a href="/wiki/harness-engineering/auto-prompt-generation.md" class="wikilink">harness-engineering/auto-prompt-generation.md</a> [concept] — updated 2026-06-11
<a href="/wiki/writing/ai-assisted-creative-production.md" class="wikilink">writing/ai-assisted-creative-production.md</a> [concept] — updated 2026-06-12
<a href="/wiki/product-trends/product-taste-system-thinking.md" class="wikilink">product-trends/product-taste-system-thinking.md</a> [concept] — updated 2026-06-14
<a href="/wiki/harness-engineering/agent-trust-verification.md" class="wikilink">harness-engineering/agent-trust-verification.md</a> [concept] — updated 2026-06-14
<a href="/wiki/product-trends/token-capital.md" class="wikilink">product-trends/token-capital.md</a> [concept] — updated 2026-06-15
<a href="/wiki/harness-engineering/loop-engineering.md" class="wikilink">harness-engineering/loop-engineering.md</a> [concept] — updated 2026-06-15
<a href="/wiki/ai-ecosystem/model-sovereignty-risk.md" class="wikilink">ai-ecosystem/model-sovereignty-risk.md</a> [concept] — updated 2026-06-15
<a href="/wiki/ai-ecosystem/anthropic-mythos.md" class="wikilink">ai-ecosystem/anthropic-mythos.md</a> [entity] — updated 2026-06-15
<a href="/wiki/claude-code/overview.md" class="wikilink">claude-code/overview.md</a> [moc] — updated 2026-06-28
<a href="/wiki/product-trends/overview.md" class="wikilink">product-trends/overview.md</a> [moc] — updated 2026-06-28
<a href="/wiki/product-trends/ai-adoption-levels.md" class="wikilink">product-trends/ai-adoption-levels.md</a> [concept] — updated 2026-06-28
<a href="/wiki/harness-engineering/overview.md" class="wikilink">harness-engineering/overview.md</a> [moc] — updated 2026-06-28
<a href="/wiki/harness-engineering/continual-learning.md" class="wikilink">harness-engineering/continual-learning.md</a> [concept] — updated 2026-06-28
<a href="/wiki/harness-engineering/long-running-agent-harness.md" class="wikilink">harness-engineering/long-running-agent-harness.md</a> [concept] — updated 2026-06-29
<a href="/wiki/ai-ecosystem/overview.md" class="wikilink">ai-ecosystem/overview.md</a> [moc] — updated 2026-06-29

6. Hypothesis Backlog (knowledge_status: hypothesis)

<a href="/wiki/harness-engineering/agent-debt.md" class="wikilink">harness-engineering/agent-debt.md</a> [concept] — updated 2026-06-02
- Suggest: find sources that could confirm or disconfirm the claim.

7. Unsafe human_verified Pages

These pages are marked human_verified but lack explicit Jean statement or witness/ provenance.

<a href="/wiki/claude-code/baoyu-design-guide.md" class="wikilink">claude-code/baoyu-design-guide.md</a> — updated 2026-06-12
<a href="/wiki/harness-engineering/company-brain-memory-architecture.md" class="wikilink">harness-engineering/company-brain-memory-architecture.md</a> — updated 2026-06-07
<a href="/wiki/mental-models/cognitive-surrender.md" class="wikilink">mental-models/cognitive-surrender.md</a> — updated 2026-05-08

8. One-Off Material Living in wiki/

These pages have source_type: briefing | newsletter | tweet but are not overview/moc/synthesis. They may belong in raw/ or outputs/ instead.

<a href="/wiki/claude-code/plan-first-coding-agent.md" class="wikilink">claude-code/plan-first-coding-agent.md</a> [concept] — source_type: tweet
<a href="/wiki/claude-code/claude-code-goal-command.md" class="wikilink">claude-code/claude-code-goal-command.md</a> [concept] — source_type: briefing
<a href="/wiki/product-trends/token-capital.md" class="wikilink">product-trends/token-capital.md</a> [concept] — source_type: briefing
<a href="/wiki/product-trends/build-then-align-warp.md" class="wikilink">product-trends/build-then-align-warp.md</a> [concept] — source_type: tweet
<a href="/wiki/product-trends/after-automation-productivity-paradox.md" class="wikilink">product-trends/after-automation-productivity-paradox.md</a> [concept] — source_type: newsletter
<a href="/wiki/product-trends/software-soul-ai-slop.md" class="wikilink">product-trends/software-soul-ai-slop.md</a> [concept] — source_type: briefing
<a href="/wiki/product-trends/ai-driven-layoffs-2026.md" class="wikilink">product-trends/ai-driven-layoffs-2026.md</a> [concept] — source_type: newsletter
<a href="/wiki/product-trends/ai-native-saas-disruption.md" class="wikilink">product-trends/ai-native-saas-disruption.md</a> [reference] — source_type: tweet
<a href="/wiki/product-trends/cursor-3-feedback-analysis.md" class="wikilink">product-trends/cursor-3-feedback-analysis.md</a> [reference] — source_type: tweet
<a href="/wiki/product-trends/ai-adoption-levels.md" class="wikilink">product-trends/ai-adoption-levels.md</a> [concept] — source_type: newsletter
<a href="/wiki/product-trends/app-layer-not-dead.md" class="wikilink">product-trends/app-layer-not-dead.md</a> [concept] — source_type: tweet
<a href="/wiki/harness-engineering/shared-brain-first.md" class="wikilink">harness-engineering/shared-brain-first.md</a> [concept] — source_type: tweet
<a href="/wiki/harness-engineering/ai-engineering-culture-stack.md" class="wikilink">harness-engineering/ai-engineering-culture-stack.md</a> [concept] — source_type: newsletter
<a href="/wiki/harness-engineering/agent-memory-engineering.md" class="wikilink">harness-engineering/agent-memory-engineering.md</a> [reference] — source_type: tweet
<a href="/wiki/harness-engineering/agent-memory-as-hint-surface.md" class="wikilink">harness-engineering/agent-memory-as-hint-surface.md</a> [concept] — source_type: tweet
<a href="/wiki/harness-engineering/agent-storage-compute-separation.md" class="wikilink">harness-engineering/agent-storage-compute-separation.md</a> [concept] — source_type: briefing
<a href="/wiki/harness-engineering/frontier-code-benchmark.md" class="wikilink">harness-engineering/frontier-code-benchmark.md</a> [concept] — source_type: newsletter
<a href="/wiki/harness-engineering/ai-driven-e2e-testing.md" class="wikilink">harness-engineering/ai-driven-e2e-testing.md</a> [concept] — source_type: briefing
<a href="/wiki/harness-engineering/agent-building-mistakes.md" class="wikilink">harness-engineering/agent-building-mistakes.md</a> [concept] — source_type: tweet
<a href="/wiki/harness-engineering/agent-output-gate.md" class="wikilink">harness-engineering/agent-output-gate.md</a> [concept] — source_type: briefing
<a href="/wiki/harness-engineering/agent-driven-qa.md" class="wikilink">harness-engineering/agent-driven-qa.md</a> [concept] — source_type: briefing
<a href="/wiki/harness-engineering/realtime-voice-agent-systems.md" class="wikilink">harness-engineering/realtime-voice-agent-systems.md</a> [concept] — source_type: newsletter
<a href="/wiki/harness-engineering/agent-psychosis-lesson.md" class="wikilink">harness-engineering/agent-psychosis-lesson.md</a> [concept] — source_type: tweet
<a href="/wiki/ai-tools/ai-writing-guardrails.md" class="wikilink">ai-tools/ai-writing-guardrails.md</a> [concept] — source_type: newsletter
<a href="/wiki/ai-ecosystem/anthropic-mythos-security-audit.md" class="wikilink">ai-ecosystem/anthropic-mythos-security-audit.md</a> [reference] — source_type: briefing
<a href="/wiki/ai-ecosystem/ginkgo-autonomous-lab-biopharma.md" class="wikilink">ai-ecosystem/ginkgo-autonomous-lab-biopharma.md</a> [reference] — source_type: briefing
<a href="/wiki/ai-ecosystem/model-sovereignty-risk.md" class="wikilink">ai-ecosystem/model-sovereignty-risk.md</a> [concept] — source_type: briefing
<a href="/wiki/ai-ecosystem/anthropic-mythos.md" class="wikilink">ai-ecosystem/anthropic-mythos.md</a> [entity] — source_type: newsletter
<a href="/wiki/ai-ecosystem/openai-robotics.md" class="wikilink">ai-ecosystem/openai-robotics.md</a> [entity] — source_type: briefing
<a href="/wiki/ai-ecosystem/model-labs-becoming-agent-labs.md" class="wikilink">ai-ecosystem/model-labs-becoming-agent-labs.md</a> [concept] — source_type: newsletter
<a href="/wiki/forecasts/demis-hassabis-agi-framework.md" class="wikilink">forecasts/demis-hassabis-agi-framework.md</a> [concept] — source_type: newsletter

9. MOC/Overview Pages Missing Required Sections

Required sections: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions

<a href="/wiki/ai-tools/overview.md" class="wikilink">ai-tools/overview.md</a> [overview] — missing: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions
<a href="/wiki/ai-tools/openai-codex-use-cases-official-overview.md" class="wikilink">ai-tools/openai-codex-use-cases-official-overview.md</a> — missing: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions
<a href="/wiki/self/overview.md" class="wikilink">self/overview.md</a> — missing: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions
<a href="/wiki/forecasts/overview.md" class="wikilink">forecasts/overview.md</a> — missing: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions
<a href="/wiki/mental-models/overview.md" class="wikilink">mental-models/overview.md</a> — missing: Core Questions, Key Concepts, Main Tensions, Current Judgments, To Read / To Verify, Output Directions
<a href="/wiki/writing/overview.md" class="wikilink">writing/overview.md</a> [overview] — missing: Core Questions, Current Judgments, Output Directions

10. Non-Atomic Concept Pages

These page_kind: concept pages appear to be multi-topic dumps or source summaries rather than one reusable insight.

<a href="/wiki/claude-code/self-improving-skills.md" class="wikilink">claude-code/self-improving-skills.md</a> — 8 H2 sections, likely multi-topic dump (94 lines)
<a href="/wiki/claude-code/plan-first-coding-agent.md" class="wikilink">claude-code/plan-first-coding-agent.md</a> — 8 H2 sections, likely multi-topic dump (69 lines)
<a href="/wiki/claude-code/dynamic-workflows.md" class="wikilink">claude-code/dynamic-workflows.md</a> — 12 H2 sections, likely multi-topic dump (122 lines)
<a href="/wiki/claude-code/claude-code-goal-command.md" class="wikilink">claude-code/claude-code-goal-command.md</a> — has Sources but missing What it is / Why it matters (64 lines)
<a href="/wiki/claude-code/agents-md-as-contract.md" class="wikilink">claude-code/agents-md-as-contract.md</a> — 8 H2 sections, likely multi-topic dump (65 lines)
<a href="/wiki/claude-code/boris-cherny-generalist-era.md" class="wikilink">claude-code/boris-cherny-generalist-era.md</a> — 7 H2 sections, likely multi-topic dump (141 lines)
<a href="/wiki/claude-code/auto-mode.md" class="wikilink">claude-code/auto-mode.md</a> — 8 H2 sections, likely multi-topic dump (71 lines)
<a href="/wiki/claude-code/large-codebase-deployment.md" class="wikilink">claude-code/large-codebase-deployment.md</a> — 8 H2 sections, likely multi-topic dump (82 lines)
<a href="/wiki/product-trends/environment-context-agents.md" class="wikilink">product-trends/environment-context-agents.md</a> — 9 H2 sections, likely multi-topic dump (139 lines)
<a href="/wiki/product-trends/enterprise-knowledge-extraction.md" class="wikilink">product-trends/enterprise-knowledge-extraction.md</a> — 8 H2 sections, likely multi-topic dump (62 lines)
<a href="/wiki/product-trends/oss-slop-crisis.md" class="wikilink">product-trends/oss-slop-crisis.md</a> — 8 H2 sections, likely multi-topic dump (62 lines)
<a href="/wiki/product-trends/compute-allocator.md" class="wikilink">product-trends/compute-allocator.md</a> — 8 H2 sections, likely multi-topic dump (64 lines)
<a href="/wiki/product-trends/product-taste-system-thinking.md" class="wikilink">product-trends/product-taste-system-thinking.md</a> — 12 H2 sections, likely multi-topic dump (223 lines)
<a href="/wiki/product-trends/code-native-visual-ai.md" class="wikilink">product-trends/code-native-visual-ai.md</a> — 9 H2 sections, likely multi-topic dump (86 lines)
<a href="/wiki/product-trends/codex-native-apps.md" class="wikilink">product-trends/codex-native-apps.md</a> — 7 H2 sections, likely multi-topic dump (110 lines)
<a href="/wiki/product-trends/saas-vs-agent-native.md" class="wikilink">product-trends/saas-vs-agent-native.md</a> — 7 H2 sections, likely multi-topic dump (65 lines)
<a href="/wiki/product-trends/opinions-md-pattern.md" class="wikilink">product-trends/opinions-md-pattern.md</a> — 9 H2 sections, likely multi-topic dump (72 lines)
<a href="/wiki/product-trends/token-capital.md" class="wikilink">product-trends/token-capital.md</a> — 8 H2 sections, likely multi-topic dump (66 lines)
<a href="/wiki/product-trends/software-after-software.md" class="wikilink">product-trends/software-after-software.md</a> — 8 H2 sections, likely multi-topic dump (63 lines)
<a href="/wiki/product-trends/forward-deployed-engineer.md" class="wikilink">product-trends/forward-deployed-engineer.md</a> — 8 H2 sections, likely multi-topic dump (69 lines)
<a href="/wiki/product-trends/build-then-align-warp.md" class="wikilink">product-trends/build-then-align-warp.md</a> — 12 H2 sections, likely multi-topic dump (108 lines)
<a href="/wiki/product-trends/ai-operator-role.md" class="wikilink">product-trends/ai-operator-role.md</a> — 12 H2 sections, likely multi-topic dump (162 lines)
<a href="/wiki/product-trends/after-automation-productivity-paradox.md" class="wikilink">product-trends/after-automation-productivity-paradox.md</a> — 8 H2 sections, likely multi-topic dump (68 lines)
<a href="/wiki/product-trends/software-soul-ai-slop.md" class="wikilink">product-trends/software-soul-ai-slop.md</a> — 8 H2 sections, likely multi-topic dump (71 lines)
<a href="/wiki/product-trends/ai-driven-layoffs-2026.md" class="wikilink">product-trends/ai-driven-layoffs-2026.md</a> — 7 H2 sections, likely multi-topic dump (67 lines)
<a href="/wiki/product-trends/agent-native-architecture.md" class="wikilink">product-trends/agent-native-architecture.md</a> — 10 H2 sections, likely multi-topic dump (96 lines)
<a href="/wiki/product-trends/delegate-vs-sit-beside.md" class="wikilink">product-trends/delegate-vs-sit-beside.md</a> — 8 H2 sections, likely multi-topic dump (67 lines)
<a href="/wiki/product-trends/ai-adoption-levels.md" class="wikilink">product-trends/ai-adoption-levels.md</a> — 8 H2 sections, likely multi-topic dump (99 lines)
<a href="/wiki/product-trends/app-layer-not-dead.md" class="wikilink">product-trends/app-layer-not-dead.md</a> — 8 H2 sections, likely multi-topic dump (56 lines)
<a href="/wiki/product-trends/obsidian-product-philosophy.md" class="wikilink">product-trends/obsidian-product-philosophy.md</a> — 8 H2 sections, likely multi-topic dump (168 lines)
<a href="/wiki/harness-engineering/judgment-engineering.md" class="wikilink">harness-engineering/judgment-engineering.md</a> — 8 H2 sections, likely multi-topic dump (62 lines)
<a href="/wiki/harness-engineering/agentic-software-is-systems-engineering.md" class="wikilink">harness-engineering/agentic-software-is-systems-engineering.md</a> — 7 H2 sections, likely multi-topic dump (60 lines)
<a href="/wiki/harness-engineering/plan-first-orchestration.md" class="wikilink">harness-engineering/plan-first-orchestration.md</a> — 8 H2 sections, likely multi-topic dump (70 lines)
<a href="/wiki/harness-engineering/ai-augmented-vs-dependent.md" class="wikilink">harness-engineering/ai-augmented-vs-dependent.md</a> — 8 H2 sections, likely multi-topic dump (68 lines)
<a href="/wiki/harness-engineering/computer-use-best-practices.md" class="wikilink">harness-engineering/computer-use-best-practices.md</a> — 7 H2 sections, likely multi-topic dump (85 lines)
<a href="/wiki/harness-engineering/shared-brain-first.md" class="wikilink">harness-engineering/shared-brain-first.md</a> — 9 H2 sections, likely multi-topic dump (69 lines)
<a href="/wiki/harness-engineering/software-3.0.md" class="wikilink">harness-engineering/software-3.0.md</a> — 11 H2 sections, likely multi-topic dump (87 lines)
<a href="/wiki/harness-engineering/modern-engineering-values.md" class="wikilink">harness-engineering/modern-engineering-values.md</a> — 9 H2 sections, likely multi-topic dump (86 lines)
<a href="/wiki/harness-engineering/ai-search-visibility-detail.md" class="wikilink">harness-engineering/ai-search-visibility-detail.md</a> — has Sources but missing What it is / Why it matters (23 lines)
<a href="/wiki/harness-engineering/skillopt.md" class="wikilink">harness-engineering/skillopt.md</a> — 9 H2 sections, likely multi-topic dump (70 lines)
<a href="/wiki/harness-engineering/zero-trust-ai-agents.md" class="wikilink">harness-engineering/zero-trust-ai-agents.md</a> — 8 H2 sections, likely multi-topic dump (86 lines)
<a href="/wiki/harness-engineering/agent-trust-verification.md" class="wikilink">harness-engineering/agent-trust-verification.md</a> — 9 H2 sections, likely multi-topic dump (78 lines)
<a href="/wiki/harness-engineering/agent-harness-worker-model.md" class="wikilink">harness-engineering/agent-harness-worker-model.md</a> — 10 H2 sections, likely multi-topic dump (132 lines)
<a href="/wiki/harness-engineering/continual-learning.md" class="wikilink">harness-engineering/continual-learning.md</a> — 14 H2 sections, likely multi-topic dump (185 lines)
<a href="/wiki/harness-engineering/agent-harness-engineering-addy-osmani.md" class="wikilink">harness-engineering/agent-harness-engineering-addy-osmani.md</a> — 11 H2 sections, likely multi-topic dump (175 lines)
<a href="/wiki/harness-engineering/ai-search-visibility.md" class="wikilink">harness-engineering/ai-search-visibility.md</a> — 11 H2 sections, likely multi-topic dump (160 lines)
<a href="/wiki/harness-engineering/long-running-agent-harness.md" class="wikilink">harness-engineering/long-running-agent-harness.md</a> — 15 H2 sections, likely multi-topic dump (187 lines)
<a href="/wiki/harness-engineering/agent-memory-as-hint-surface.md" class="wikilink">harness-engineering/agent-memory-as-hint-surface.md</a> — 7 H2 sections, likely multi-topic dump (53 lines)
<a href="/wiki/harness-engineering/agent-storage-compute-separation.md" class="wikilink">harness-engineering/agent-storage-compute-separation.md</a> — 7 H2 sections, likely multi-topic dump (50 lines)
<a href="/wiki/harness-engineering/multimodal-agent-pipeline.md" class="wikilink">harness-engineering/multimodal-agent-pipeline.md</a> — 14 H2 sections, likely multi-topic dump (115 lines)
<a href="/wiki/harness-engineering/frontier-code-benchmark.md" class="wikilink">harness-engineering/frontier-code-benchmark.md</a> — 8 H2 sections, likely multi-topic dump (98 lines)
<a href="/wiki/harness-engineering/auto-prompt-generation.md" class="wikilink">harness-engineering/auto-prompt-generation.md</a> — 15 H2 sections, likely multi-topic dump (235 lines)
<a href="/wiki/harness-engineering/ai-driven-e2e-testing.md" class="wikilink">harness-engineering/ai-driven-e2e-testing.md</a> — 7 H2 sections, likely multi-topic dump (58 lines)
<a href="/wiki/harness-engineering/agent-building-mistakes.md" class="wikilink">harness-engineering/agent-building-mistakes.md</a> — 8 H2 sections, likely multi-topic dump (102 lines)
<a href="/wiki/harness-engineering/agent-output-gate.md" class="wikilink">harness-engineering/agent-output-gate.md</a> — 8 H2 sections, likely multi-topic dump (59 lines)
<a href="/wiki/harness-engineering/multimodal-agent-pipeline-detail.md" class="wikilink">harness-engineering/multimodal-agent-pipeline-detail.md</a> — has Sources but missing What it is / Why it matters (23 lines)
<a href="/wiki/harness-engineering/components-coding-agent.md" class="wikilink">harness-engineering/components-coding-agent.md</a> — 7 H2 sections, likely multi-topic dump (53 lines)
<a href="/wiki/harness-engineering/agent-driven-qa.md" class="wikilink">harness-engineering/agent-driven-qa.md</a> — has Sources but missing What it is / Why it matters (65 lines)
<a href="/wiki/harness-engineering/agentic-engineering-practices.md" class="wikilink">harness-engineering/agentic-engineering-practices.md</a> — 8 H2 sections, likely multi-topic dump (111 lines)
<a href="/wiki/harness-engineering/realtime-voice-agent-systems.md" class="wikilink">harness-engineering/realtime-voice-agent-systems.md</a> — 7 H2 sections, likely multi-topic dump (61 lines)
<a href="/wiki/harness-engineering/agent-psychosis-lesson.md" class="wikilink">harness-engineering/agent-psychosis-lesson.md</a> — 8 H2 sections, likely multi-topic dump (59 lines)
<a href="/wiki/harness-engineering/barebones-agentic-engineering.md" class="wikilink">harness-engineering/barebones-agentic-engineering.md</a> — 8 H2 sections, likely multi-topic dump (61 lines)
<a href="/wiki/harness-engineering/skill-engineering-as-algorithm.md" class="wikilink">harness-engineering/skill-engineering-as-algorithm.md</a> — 8 H2 sections, likely multi-topic dump (65 lines)
<a href="/wiki/harness-engineering/heuristic-learning.md" class="wikilink">harness-engineering/heuristic-learning.md</a> — 8 H2 sections, likely multi-topic dump (82 lines)
<a href="/wiki/harness-engineering/agent-debt.md" class="wikilink">harness-engineering/agent-debt.md</a> — 8 H2 sections, likely multi-topic dump (69 lines)
<a href="/wiki/harness-engineering/loop-engineering.md" class="wikilink">harness-engineering/loop-engineering.md</a> — 20 H2 sections, likely multi-topic dump (459 lines)
<a href="/wiki/ai-tools/ai-writing-guardrails.md" class="wikilink">ai-tools/ai-writing-guardrails.md</a> — 7 H2 sections, likely multi-topic dump (91 lines)
<a href="/wiki/ai-ecosystem/claude-opus-48-evaluation.md" class="wikilink">ai-ecosystem/claude-opus-48-evaluation.md</a> — 11 H2 sections, likely multi-topic dump (182 lines)
<a href="/wiki/ai-ecosystem/model-sovereignty-risk.md" class="wikilink">ai-ecosystem/model-sovereignty-risk.md</a> — 10 H2 sections, likely multi-topic dump (106 lines)
<a href="/wiki/ai-ecosystem/ai-chip-architecture.md" class="wikilink">ai-ecosystem/ai-chip-architecture.md</a> — 8 H2 sections, likely multi-topic dump (72 lines)
<a href="/wiki/ai-ecosystem/ai-inference-rationing-2026-detail.md" class="wikilink">ai-ecosystem/ai-inference-rationing-2026-detail.md</a> — has Sources but missing What it is / Why it matters (23 lines)
<a href="/wiki/ai-ecosystem/baseten-inference-cloud.md" class="wikilink">ai-ecosystem/baseten-inference-cloud.md</a> — has Sources but missing What it is / Why it matters (66 lines)
<a href="/wiki/ai-ecosystem/model-labs-becoming-agent-labs.md" class="wikilink">ai-ecosystem/model-labs-becoming-agent-labs.md</a> — 8 H2 sections, likely multi-topic dump (66 lines)
<a href="/wiki/ai-ecosystem/ai-inference-rationing-2026.md" class="wikilink">ai-ecosystem/ai-inference-rationing-2026.md</a> — 10 H2 sections, likely multi-topic dump (145 lines)
<a href="/wiki/ai-ecosystem/gemini-31-pro-benchmarks.md" class="wikilink">ai-ecosystem/gemini-31-pro-benchmarks.md</a> — 8 H2 sections, likely multi-topic dump (110 lines)
<a href="/wiki/forecasts/demis-hassabis-agi-framework.md" class="wikilink">forecasts/demis-hassabis-agi-framework.md</a> — 11 H2 sections, likely multi-topic dump (94 lines)
<a href="/wiki/mental-models/building-software-is-learning.md" class="wikilink">mental-models/building-software-is-learning.md</a> — 9 H2 sections, likely multi-topic dump (106 lines)
<a href="/wiki/mental-models/cognitive-surrender.md" class="wikilink">mental-models/cognitive-surrender.md</a> — 9 H2 sections, likely multi-topic dump (76 lines)
<a href="/wiki/mental-models/task-driven-vs-goal-driven.md" class="wikilink">mental-models/task-driven-vs-goal-driven.md</a> — 8 H2 sections, likely multi-topic dump (78 lines)
<a href="/wiki/mental-models/uncertainty-vs-complexity-communication.md" class="wikilink">mental-models/uncertainty-vs-complexity-communication.md</a> — 10 H2 sections, likely multi-topic dump (93 lines)
<a href="/wiki/mental-models/distance-bias-ai-expectations.md" class="wikilink">mental-models/distance-bias-ai-expectations.md</a> — has Sources but missing What it is / Why it matters (64 lines)
<a href="/wiki/mental-models/interrogatory-llm.md" class="wikilink">mental-models/interrogatory-llm.md</a> — 7 H2 sections, likely multi-topic dump (49 lines)
<a href="/wiki/writing/ai-assisted-creative-production.md" class="wikilink">writing/ai-assisted-creative-production.md</a> — 8 H2 sections, likely multi-topic dump (147 lines)
<a href="/wiki/writing/ai-assisted-nonfiction-material-mining.md" class="wikilink">writing/ai-assisted-nonfiction-material-mining.md</a> — 8 H2 sections, likely multi-topic dump (62 lines)
<a href="/wiki/writing/human-sample-baseline.md" class="wikilink">writing/human-sample-baseline.md</a> — 8 H2 sections, likely multi-topic dump (81 lines)
<a href="/wiki/writing/html-as-new-markdown.md" class="wikilink">writing/html-as-new-markdown.md</a> — 10 H2 sections, likely multi-topic dump (81 lines)

Prioritized Action List

P0 — Critical (do first)

Review 3 unsafe human_verified pages — either confirm with Jean or downgrade to ai_draft.
- <a href="/wiki/claude-code/baoyu-design-guide.md" class="wikilink">claude-code/baoyu-design-guide.md</a>
- <a href="/wiki/harness-engineering/company-brain-memory-architecture.md" class="wikilink">harness-engineering/company-brain-memory-architecture.md</a>
- <a href="/wiki/mental-models/cognitive-surrender.md" class="wikilink">mental-models/cognitive-surrender.md</a>
Decide on 65 stale candidates — delete, merge, or absorb a second source.
- Oldest: <a href="/wiki/product-trends/vercel-security-investigation-2026.md" class="wikilink">product-trends/vercel-security-investigation-2026.md</a> (2026-04-23)
- Most recent but still stale: <a href="/wiki/ai-ecosystem/openai-robotics.md" class="wikilink">ai-ecosystem/openai-robotics.md</a> (2026-06-01)

P1 — Important (next batch)

Split or restructure 86 crammed pages — many are >150 lines and need thematic splitting.
- Worst offender: <a href="/wiki/harness-engineering/llm-wiki-upgrade-plan.md" class="wikilink">harness-engineering/llm-wiki-upgrade-plan.md</a> (829 lines)
- Also: <a href="/wiki/ai-ecosystem/deepseek-v4.md" class="wikilink">ai-ecosystem/deepseek-v4.md</a> (722 lines), <a href="/wiki/index.md" class="wikilink">index.md</a> (591 lines)
Fix 6 MOC/overview pages — add missing required sections.
- <a href="/wiki/self/overview.md" class="wikilink">self/overview.md</a> missing all 6 sections
- <a href="/wiki/writing/overview.md" class="wikilink">writing/overview.md</a> missing 3 sections
Promote 9 candidates ready to compile — run /wiki-absorb on matching raw files.
Review 31 one-off pages in wiki/ — decide if they belong in raw/ or outputs/.
Refactor 86 non-atomic concept pages — rewrite as theme-driven or split into atomic concepts.
Expand 33 thin pages — merge into parent or add substance.

P2 — Backlog (when capacity allows)

Triage 99 ai_draft pages — bulk review, mark hypothesis or downgrade where appropriate.
- 57% of all ai_draft pages are in this backlog.
Confirm or refute 1 hypothesis page — <a href="/wiki/harness-engineering/agent-debt.md" class="wikilink">harness-engineering/agent-debt.md</a>.

Pending Jean Review

Confirm or downgrade 3 unsafe human_verified pages
Decide fate of 65 stale candidates (delete / merge / absorb)
Approve candidate promotions (9 pages ready for second source)
Review one-off material classification (31 pages)
Set priority for crammed page splitting (86 pages)
Decide MOC section standards for non-pilot overviews

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