RAG Evaluation: What We Measure Before Production
A practical cut of RAG Evaluation: What We Measure Before Production for engineering and product leads — decisions first, framework essays last.
A practical cut of RAG Evaluation: What We Measure Before Production for engineering and product leads — decisions first, framework essays last.
Who this is for
Teams that write trade-offs down before coding burn fewer sprints when a stakeholder changes their mind mid-build. We keep ADRs short on purpose.
Decisions that still look smart in 18 months
Ship a thin vertical slice, measure, then widen. Big-bang rewrites rarely survive the first month of real traffic.
Build checklist we actually use
Ignore the buzzwords. For RAG Evaluation: What We Measure Before Production, the hard constraint is usually data ownership or ops capacity — not how many features fit on a roadmap slide.
Failure modes we keep seeing
Instrument the happy path and the ugly path. Silent failures are what turn a launch into a weekend incident.
How we measure rollout
Ignore the buzzwords. For RAG Evaluation: What We Measure Before Production, the hard constraint is usually data ownership or ops capacity — not how many features fit on a roadmap slide.
We update this when delivery patterns change on live client work.
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