/ce-optimize

/ce-optimize — “Metric-driven iterative optimization with three-tier evaluation and parallel experiments.” Optimize against an explicit metric: establish a baseline, run parallel experiments, evaluate on three tiers, and iterate — never optimizing without a measurement first (pattern-measure-first). The parallel-experiments design lets it explore several optimization hypotheses at once and keep the winner.

It implements stage-review (the quality/performance side) and clusters with Addy’s addy-performance.

Cross-framework equivalents

ce-optimize ↔ addy-performance (equivalent_to) — both are measure-first optimization disciplines. ce-optimize generalizes beyond web perf to any metric and adds parallel experiments + three-tier evaluation; Addy’s is Core-Web-Vitals-centric.

See Also

• addy-performance — the measure-first counterpart (Core Web Vitals).
• pattern-measure-first — the shared discipline.
• stage-review — the canonical stage this implements.