Insights

Agentic development, AI system architecture, and the technical conditions a team needs before adopting them.

Agentic development: what the real evidence says and what must change in your team before adopting it

What agentic development actually is, what the METR and DORA studies say about its measurable impact, and what technical conditions a repository needs before an agent adds any value.

August 4, 2026

15 min read

Vibe Coding

Vibe Coding in Production: Code That Compiles Is Not Code That Was Fine

What happens when AI-generated code reaches production without anyone who actually understands it reviewing it: the security, architecture, and governance risks 2026 evidence documents, and the minimum controls a team needs before trusting it.

August 19, 2026

11 min read