From Single Project to Starter Kit: Extracting a Governed Framework
The hardest part of open-sourcing an internal framework is separating the generic from the specific. We document the extraction process — coupling audits, configuration layers, and the decisions that shaped the starter kit.
This article is part of the macrocode.ai research blog — deep dives into governed agentic development. Full content coming soon.
Latest Articles
Open-Sourcing the Agentic SDLC Framework: v2.0 Is Here
Open-Sourcing the Agentic SDLC Framework: v2.0 Is Here After 12 weeks of research, benchmarking, and community building — the Agentic Flow Framework goes open source. Here is everything we learned, what v2.0 includes, and how [...]
The Negative Self-Referential Tax: When Governance Overhead Becomes a Benefit
The Negative Self-Referential Tax: When Governance Overhead Becomes a Benefit Conventional wisdom says governance adds overhead. Our data shows the opposite — framework changes processed through the governed pipeline cost less than application changes. The [...]

