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Notes from production engagements — architecture decisions, tooling choices, and the tradeoffs behind each build.
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Welcome to the Tech Stack Playbook® Blog
Why we built this blog and what to expect — notes from production engagements, architecture decisions, and the tooling behind the work.
Architecting Around AWS Failure Modes
A working taxonomy of the failures we've actually seen in production AWS — and the architectural choices that keep them from turning into incidents.
Shipping AI Features Without the Theater
What AI feature work actually looks like inside a real product — eval harnesses, guardrails, and the unglamorous plumbing that decides whether a feature survives its first real user.
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