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Add a retrospective to the README - #60
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Five lessons, each tied to measured evidence already in the README: audit training overlap before freezing splits, follow the baseline's error profile, build the blind annotation mode first, start human-dependent work early, and gate latency on a fixed machine or on relative change.
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Adds a What I'd do differently section before the roadmap. Each of its five lessons cites numbers already reported in the README (overlap audit, error profile, discarded annotations, pilot and human gold not done, latency on shared runners); no new results.