Configure an AI agent for one job: instructions, tools and boundaries
Build a focused cloud cost investigator with six adaptable samples covering purpose, instructions, tool contracts, user requests, findings and acceptance checks.
8 min read
Practical perspectives on cloud technology and business transformation. Built for the people moving things forward.
LATEST ARTICLE Data & AI
Configure an AI agent for one job: instructions, tools and boundaries
Build a focused cloud cost investigator with six adaptable samples covering purpose, instructions, tool contracts, user requests, findings and acceptance checks.
Read the story ↗A LITTLE CLARITY GOES A LONG WAY
The latest thinking.
You signed the build. Does deployment actually verify it?
Turn artifact provenance into a deployment decision by verifying the exact output, constraining its origin, and testing both acceptance and rejection paths.
7 min read
Why your Kubernetes upgrade gets stuck during node drain
Distinguish rejected eviction, pending replacement, and slow termination, then find the narrowest safe correction for a blocked maintenance operation.
7 min read
Your AI agent gave the right answer. Did it take the right actions?
Evaluate tool selection, argument scope, action order, and resulting state alongside the final response, using a cancellation assistant as a worked example.
8 min read
Before building a developer portal, fix one deployment journey
Build a useful self-service path from observed developer work, with safe retries, clear ownership, diagnostics, cost responsibility, and a complete service lifecycle.
24 min read
When is Lambda provisioned concurrency worth paying for?
Separate initialization from application and dependency delay, compare prepared-capacity windows, and build a repeatable cost-performance decision for one important route.
24 min read
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