Tag: multi-agent
Posts with tag multi-agent
Claude Fable 5 Dropped. My Pipeline Isn't Getting It (Yet)
Claude Fable 5 launched this week — record benchmarks, twice the price of Opus. My production pipeline's config hasn't changed, and that's not neglect. Benchmarks measure raw models. Pipelines run calibrated ones.
AI vs static analysis — when to use which (and why I use both)
A comment under my last post made me rethink where AI ends and static analysis begins. Here is how I draw the line — based on a system I run in production.
How I scale my AI code review system — and why every agent thinks like me
Adding a new agent to my system takes 2 days. Not because of the architecture — but because teaching it to think like me is the hard part.
Why I don't use one Opus for everything — model tiering in a multi-agent system
Running the most powerful model on every task is wasteful and slow. Here is how I split work across Haiku, Sonnet, and Opus — and why it matters at scale.
How I built an AI code review system with 9 agents — using only Markdown
No Python, no Node.js, no custom plugins. Just ~2,900 lines of prompt engineering and a fan-out/fan-in architecture that actually catches real bugs.