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#Tag · intermediate

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3 entries updated May 7
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APR 23 10 min
eval
Evals without LLM judges: a harness that catches regressions
How I score LLM pipelines without an LLM-as-judge. Deterministic graders, property-based checks, and the 4 reasons a judge model keeps biting you in production.
evals intermediate
7.9 peer score
read →10 min
APR 23 10 min
chunking
RAG defaults 2026: chunks, rerankers, 3 settings that matter
The chunk size, overlap, rerank, and top-k values that moved my retrieval accuracy from 74% to 91%. Tested on a 1,400-chunk corpus with a ground-truth answer set.
intermediate rag retrieval
8.1 peer score
read →10 min
APR 23 13 min
intermediate
Structured outputs, three years in: the one pattern that survived
Three years of shipping LLM structured outputs in production. The one pattern that survived, the three that did not, and the strict-JSON failure rate I run at today.
json schema structured
9.1 peer score
read →13 min
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