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The Builders Atelier

Every article, insight, and story we have published — all in one place.

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StrategyJun 1, 20267 min read

The feedback cold-start problem and how to launch a high-signal requests portal with 20 customers

A practical playbook to seed, segment, dedupe, and close the loop on a requests portal when you only have 20 customers.

Jamie

StrategyMay 31, 20267 min read

Engineer freshness loops so LLMs see consistent, recent entity data across syndicated sources and cite your brand reliably.

Jamie

BusinessMay 30, 20266 min read

A practical framework to reconcile revenue across CRM, ad platforms, and analytics using one anchor, IDs, and governed data.

Jamie

StrategyMay 29, 20267 min read

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