Agentic development is being judged by its operating controls
The day’s strongest signal is operational control over AI work. Software factories need contracts and tests. Claude Code’s nested agents need context boundaries and spend caps.
Topic summary
LLM inference
Controlled agentic engineering workflows
Engineering teams can move agentic development into narrower production workflows by adding explicit controls around context, spend, validation, and data invariants.