Tooling & Workflows
Your Agent's Rules Are Probably Wrong
Without a feedback loop, your agent skills teach stale patterns — or worse, propagate security rules that were never right.
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Tooling & Workflows
Tooling & Workflows
4 posts
The plumbing that makes agent-assisted engineering actually reliable day to day: a 4-tier context architecture, catching drift before agent rule files quietly go stale, the decision tree for skills versus instructions versus scripts, and testing the infrastructure underneath it all with Terratest.
Tooling & Workflows
Stop Loading 4,600 Lines Nobody Asked For
The architecture that cut per-session agent context by 85–89% — without losing a single useful rule.
Tooling & Workflows
The Three Layers of Agent Knowledge
Not all agent context is the same. The difference between skills, instructions, and scripts determines whether your agent stays focused.
Tooling & Workflows
Terratest Your Terraform
Write automated tests against your infrastructure code using LocalStack to mimic the AWS cloud environment — no AWS account needed.