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3 essays filed here
01 — Index
A five-stage maturity model for LLM evaluation practice — from ad hoc spot checks to continuous production evaluation — with the failure modes of each stage and the exit criteria that mark genuine progress to the next.
Evals · Whitepaper
Evals are the unit test suite of AI systems. How regression gates, golden sets, and honest LLM-as-judge practice keep model behaviour shippable — and why eval suites rot if you let them.
Evals
How to make evals block merges the way tests do: golden set construction, threshold design, flake management, and the gate discipline that makes provider migrations survivable.
Evals
