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The Builders Atelier

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StrategyMay 29, 20267 min read

Detecting Poisoned RAG Retrievers With Signed Knowledge-Base Pipelines

Harden production RAG with signed KB updates, edge verification, anomaly detection, and safe fallbacks to stop poisoning.

Jamie

StrategyMay 27, 20266 min read

A lightweight model to govern AI meeting transcripts with permissions, audit trails, and safe cross-team discovery that scales.

Jamie

StrategyMay 26, 20266 min read

A practical Supabase checklist for safe AI-generated changes: migrations, RLS patterns, and regression tests that prevent breakage.

Jamie

StrategyMay 23, 20267 min read

Turn incident timelines into blameless fault‑tree diagrams in 30 minutes, then ship focused fixes with clear ownership.

Jamie

StrategyMay 23, 20266 min read

Label SAT mistakes as concept, process, or careless, then run a weekly loop that targets fixes and retests for faster gains.

Jamie

StrategyMay 21, 20266 min read

Practical versioning, contract tests, and canary rollouts to make script-backed internal endpoints safer without a platform build.

Jamie

StrategyMay 20, 20267 min read

Schema-first API contracts let no-code tools auto-generate CRUD screens that survive backend changes via versioning and validation.

Jamie

StrategyMay 19, 20267 min read

A fast preflight checklist to verify 5K screen share, mic gain, and remote control before high-stakes pairing sessions.

Jamie

StrategyMay 18, 20266 min read

A 5-minute post-meeting method to mark decisions, assign owners, and time-block next actions without switching tools.

Jamie