Stringer: Bootstrapping AI Agents on Legacy Codebases
How a CPU-based CLI tool extracts actionable signals from mature repositories, giving AI agents the structured context they need without wasting inference tokens.
2 posts tagged with "Devops"
How a CPU-based CLI tool extracts actionable signals from mature repositories, giving AI agents the structured context they need without wasting inference tokens.
Shipping software is not the same as owning its behavior in production. As coding costs approach zero, the real challenge shifts to planning, operations, and accountability.