Zzxpmailintepeu.hashnode.dev·22h ago · 15 min readAn alternative to LLM quality gates: deterministic routing + samplingEvery "agent quality gate" I tested shares one fatal assumption: that an LLM can judge whether an LLM did the right thing. This article drops that assumption. The alternative isn't a smarter judge — i00
Zzxpmailintepeu.hashnode.dev·1d ago · 11 min readI designed a Harness to fix my agent's quality problem — then found 6 flaws in my own designIn my previous article (I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects - DEV Community), I measured three model tiers as agent output quality 00
Zzxpmailintepeu.hashnode.dev·2d ago · 6 min readI tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejectsIn my previous article (I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.), I tested the three "determinism" pillars that popular production00
Zzxpmailintepeu.hashnode.dev·4d ago · 13 min readI tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.A certain genre of "production-grade AI agent" article has been making the rounds. You know the shape: it argues that ReAct loops break in production, so you have to stack deterministic constraints on00