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Posts

Development Journey

Pre-Warmed Narratives, Stat Digests, and a Community PR

Pre-warming AI narratives so viewers never see spinners, feeding structured stat digests into the prompt so narratives quote real numbers, and a contributor shipping three plugins to the claude-code-plugins marketplace.

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AI Engineering

AI Code Review Blind Test: Where 5 Bots Shine

Five AI bots reviewed 74 PRs blind. No Slack, no roadmap. Matched maintainer decisions 63.5%. The breakdown is the finding.

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Architecture

The 35x FLOPs Error That Peer Review Predicted

A 35x FLOPs correction in pre-filing patent artifacts validated the reviewers' unchecked-derivation warning. The day's other shipments show what systematizing against named failure classes looks like.

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Technical Deep-Dive

Repo-Resolver: Typed Errors and Monorepo Detection

A shared repo-resolver package shipped into claude-runtime — ADR to integration in seven PRs, with typed error classes and transparent fallback that avoided a flag day.

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Technical Deep-Dive

Twenty-One Documents and a Weak Reject: Building a Research Corpus for a Novel Search Architecture

4000+ lines across 21 documents — invention disclosure, 6-paper research series, competitive landscape, probability assessment, and toolchain evaluation for a search architecture that eliminates precomputed embeddings. A simulated peer review returned Weak Reject. That was the most useful document of all.

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Development Journey

Groq on Cloud Run, a Dep Bump, and a Star Refresh

Three quick fixes across three repos — a missing env var that broke production inference, a dependency bump, and a GitHub star count update.

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Technical Deep-Dive

Twelve PRs, a Security Sprint, and a Pregame Overhaul

Shipping 12 PRs in the Braves broadcast dashboard (strike zone chart, AI storylines, dark mode) while merging an external contributor's 6-commit security hardening sprint for claude-code-slack-channel.

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Development Journey

Pregame Storylines Stuck Forever and a Docs Sync That Should Have Been Boring

The pregame view showed 'Generating storylines...' forever when the background prefetch failed. A cache-only read with no fallback was the culprit.

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Development Journey

Slack Channel v0.2.0: Security Hardening and Two External Contributors

Permission relay security hardening, two external contributor PRs merged from SamSchimek and Lingnik, and the v0.2.0 release for claude-code-slack-channel.

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Technical Deep-Dive

Knowledge OS: Render, Promote, and the Research Command

intentional-cognition-os ships Epics 8 and 9 — a Marp slide deck renderer, a 7-rule promotion engine with rollback, and the first research command. Three releases in one day: v0.3.0 through v0.4.0.

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