Loop Engineering is governance for persistent coding agents
A product-operations take on loop-driven development: the real challenge is not making agents run longer, but defining completion, risk zones, stop rules, and accountability.
6 min
#ai workflows
共 4 篇文章
Hermes MoA is best understood as decision hygiene for agents
A product-operations view of Hermes MoA: multi-model reasoning is useful when it becomes a review checkpoint for high-risk agent work, not a default way to make every answer longer.
8 min
book-to-skill turns technical books into operational agent memory
A practical analysis of book-to-skill: how turning PDFs, docs, and internal references into Agent Skills can reduce context waste and make technical knowledge usable inside coding agents.
10 min
pm-skills shows how AI product work moves from documents to decision workflows
A detailed product-operations analysis of pm-skills: how AI can support discovery, strategy, execution, launch, and growth without replacing accountable product judgment.
6 min