Lint Report — 2026-04-24¶

Summary¶

First health check of the wiki. 98 total pages (5 topics, 44 concepts, 21 entities, 25 sources, 1 insight, 1 index, 1 log). Overall health: good, with 25 broken wikilinks and some orphan pages.

1. Broken Wikilinks (25 missing pages)¶

These pages are referenced via [[wikilinks]] but have no corresponding file:

Missing Page	Referenced By	Severity
`[Responsible Ai Coding](../concepts/responsible-ai-coding.md)`	vibe-coding, vibe-coding-explained-google-cloud	Medium
`[Authentication Challenge](../concepts/authentication-challenge.md)`	production-wall, vibe-coding-non-coder-swaroop	Low
`[Vibe Coding Costs](../concepts/vibe-coding-costs.md)`	vibe-coding-non-coder-swaroop	Low
`[Mcp Server](../concepts/mcp-server.md)`	agent-skills, tolgee-io, dont-build-agents-build-skills-anthropic, stop-building-agents-zubair-trabzada, tolgee-github	High
`[Ai Assisted Development](../concepts/ai-assisted-development.md)`	vibe-deploying, vibe-coding-explained-google-cloud	Medium
`[Xliff](../concepts/xliff.md)`	box-mojito-github, continuous-localization, poedit-github	Medium
`[Gettext](../concepts/gettext.md)`	vaclav-slavik, poedit-github	Low
`[Po Files](../concepts/po-files.md)`	poedit-github	Low
`[Argos Translate](../concepts/argos-translate.md)`	libretranslate-org, machine-translation, libretranslate-github	Medium
`[Self Hosted Mt](../concepts/self-hosted-mt.md)`	machine-translation, libretranslate-github	Low
`[Boooos](../concepts/boooos.md)`	agent-slop	Low
`[Prisoners Dilemma](../concepts/prisoners-dilemma.md)`	tit-for-tat, game-theory-simple-strategy-pursuit-of-wonder	Medium
`[Iterated Games](../concepts/iterated-games.md)`	tit-for-tat, game-theory-simple-strategy-pursuit-of-wonder	Low
`[Cooperation Strategy](../concepts/cooperation-strategy.md)`	tit-for-tat, game-theory-simple-strategy-pursuit-of-wonder	Low
`[Game Theory](../concepts/game-theory.md)`	tit-for-tat	Medium
`[Agent Extensions](../concepts/agent-extensions.md)`	pi-coding-agent, owain-lewis, pi-coding-agent-free-course-owain-lewis	Medium
`[Coding Agent Comparison](../concepts/coding-agent-comparison.md)`	pi-coding-agent, minimal-agent-harness, building-pi-world-of-slop-mario-zechner, pi-coding-agent-free-course-owain-lewis	Medium
`[Multi Agent Delegation](../concepts/multi-agent-delegation.md)`	stop-building-agents-zubair-trabzada	Low
`[Geo Optimization](../concepts/geo-optimization.md)`	zubair-trabzada, stop-building-agents-zubair-trabzada	Low
`[Likelihood](../concepts/likelihood.md)`	prior-probability, posterior-probability	Medium
`[Belief Updating](../concepts/belief-updating.md)`	posterior-probability	Low
`[Base Rate Fallacy](../concepts/base-rate-fallacy.md)`	bayesian-reasoning, prior-probability, power-of-bayesian-reasoning-bbc	Medium
`[Representative Sampling](../concepts/representative-sampling.md)`	bayes-theorem-geometry-3blue1brown, bayesian-reasoning	Low
`[Procedural Knowledge](../concepts/procedural-knowledge.md)`	agent-skills, dont-build-agents-build-skills-anthropic	Medium
`[Progressive Disclosure](../concepts/progressive-disclosure.md)`	agent-skills, barry-zhang, mahesh-murag, dont-build-agents-build-skills-anthropic	Medium

Recommendation¶

Create pages for the high-traffic missing concepts first (referenced 3+ times): 1. [Mcp Server](../concepts/mcp-server.md) — 5 references 2. [Coding Agent Comparison](../concepts/coding-agent-comparison.md) — 4 references 3. [Agent Extensions](../concepts/agent-extensions.md) — 3 references 4. [Progressive Disclosure](../concepts/progressive-disclosure.md) — 3 references 5. [Argos Translate](../concepts/argos-translate.md) — 3 references

The remaining 20 can be batch-created as smaller concept stubs.

2. Orphan Pages (no inbound wikilinks)¶

These pages exist but are not linked from any other wiki page:

Page	Type	Likely Cause
`joanna-stern-new-things-intro`	Source	Not directly relevant to main themes; tangential
`joanna-stern`	Entity	Only linked from its source page
`3blue1brown`	Entity	Only linked from grant-sanderson page
`bbc-ideas`	Entity	Only linked from david-spiegelhalter page
`production-wall`	Concept	Referenced in sources but not linked from other concepts

Recommendation¶

Link joanna-stern and joanna-stern-new-things-intro from the vibe-coding topic page (human-centered tech angle)
Link 3blue1brown and bbc-ideas from the probability-and-game-theory topic page (already done)
Link production-wall from the vibe-coding concept page (already done — checking actual inbound links needed)

Note: Some entity pages are naturally low-connection (single-source entities). This is acceptable for entities mentioned in only one source.

3. Index Freshness¶

Status: GOOD — All concept, entity, and source pages are listed in wiki/index.md.

However, the index does not yet include: - The 5 new topic pages (just created) - The 1 new insight page (just created)

These need to be added to the index.

4. Contradictions¶

Contradiction 1: Karpathy's Wiki Word Count¶

Source	Claim
Data Science Dojo tutorial	"~100 articles and 400,000 words"
Nate Herk video	"~100 articles, ~500,000 words"

Resolution: Nate Herk's source is more recent (April 2026). The andrej-karpathy entity page has been updated to ~500,000 words. The discrepancy likely reflects wiki growth over time. Not a true contradiction — the wiki grew.

Contradiction 2: OmegaT Java Compatibility¶

Source	Claim
OmegaT build docs (official)	"Required to be compatible with Java 11"
OmegaT README	"JRE version 1.8 or higher"

Resolution: Both are correct — OmegaT builds with JDK 11+ but runs on JRE 8+. The build requirement is stricter than the runtime requirement. Not a contradiction — different contexts.

Tension 1: AI Code Quality¶

Source	Claim
Dave Farley (150-dev study)	"No significant difference in maintenance cost between AI and human code"
Logically Answered	"45% of AI-generated code contains OWASP Top 10 vulnerability"

Resolution: These measure different things. Farley's study measured maintainability (how easy code is to change later) among professional developers. Logically Answered cited security vulnerabilities in AI-generated code, likely from non-expert users. Both can be true: AI code may be maintainable but insecure. Flag as tension, not contradiction.

5. Stale Content¶

No stale content detected. All pages were created/updated on 2026-04-24 during the same session. No superseded claims found.

6. Structural Issues¶

Issue	Detail
Topics folder was empty	Now populated with 5 topic hub pages
Insights folder was empty	Now populated with 1 insight page
Reviews folder was empty	This is the first review
Topic pages not yet linked from concepts	Concept pages should have `## See Also` → topic links

7. Recommendations¶

Immediate (high value, low effort)¶

Create [Mcp Server](../concepts/mcp-server.md) concept page (5 broken references)
Create [Coding Agent Comparison](../concepts/coding-agent-comparison.md) concept page (4 broken references)
Add topic and insight pages to wiki/index.md
Add topic page links to concept page "See Also" sections

Short-term (medium effort)¶

Create remaining 23 missing concept stubs
Link orphan pages to their topic hubs
Add "See Also" cross-references from entities to their concepts

Long-term (ongoing)¶

Run lint after every 10+ new pages
Track contradiction resolution over time
Consider automated link checking script

Health Score¶

Category	Score	Notes
Completeness	7/10	25 broken links, but all indexed pages exist
Connectivity	6/10	Good interlinking within topics, few cross-topic links
Consistency	9/10	1 minor tension (word count), 1 false contradiction (Java version)
Freshness	10/10	All content from same session
Structure	8/10	All 5 folders now populated; cross-referencing needs work
Overall	8/10	Healthy, growing wiki with clear improvement areas