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- Enforce token-first fit invariant in WorkflowCalculator: require caps.basis >= requiredTokens and poolDrain.overageCost === 0 to qualify as fits - Re-anchor Google Antigravity Ultra 20x Gemini Flash to empirical 3.0B tokens/mo (down from 18.7B virtual dollar division) and Claude Sonnet to 180M tokens/mo matching DevForth ~00/7d telemetry - Cap Ollama Cloud Team tier at 4,500M tokens/mo (10-stream physical socket bandwidth ceiling) and Kimi Code Vivace K2.7 Code at 1,200M tokens/mo - Unclamp negative savings in WorkflowCalculator to transparently show when plans cost more than direct API - Integrate rate-limit lockout wage exposure into Breakeven Verdict headline to penalize severe lockout risks - Add parsePlanCacheAssumption and symmetric cache-rate scaling to computeApplesToApples - Fix internal credit burn rate in calculatePoolDrain when models have dedicated perModelTokenBudgets - Add unit tests verifying 115 passing tests across 8 suites