Audit the adaptive window hill-climber and region-resize logic for implementation defects (not algorithm quality)
Hostile full-codebase review by parallel adversarial agents with no design context — finds bugs that domain familiarity masks
Adversarial workload search for eviction-policy regret. Crafts, shrinks, and classifies workloads on which the adaptive window climber fails to close the gap to its achievable optimum, and routes each failure class to the mechanism responsible (controller,…
Differential audit comparing matched code paths that should behave identically. Spawns one auditor per sibling pair (sync/async, bounded/unbounded, view consistency, bulk vs single, generated node variants, read fast vs slow, adapter conformance) and requires…
Heavyweight history-mining bug audit. Walks the caffeine module's git history chronologically (oldest to HEAD), maintains a forward-tracked issue database, and surfaces concerns introduced by past commits that were never resolved. Catches bugs that snapshot…
Regenerate the window climber's adversarial trap traces and run the behavioral gate against the real cache in the simulator
Price each algorithmic step of the window climber by removing it, to find steps that no longer earn their keep and branches that no longer fire
Audit for arithmetic and boundary bugs (overflow, off-by-one, drift)