Provide implementations of advanced data structures
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Urgent issue classification, root cause analysis, and fast-path routing for production hotfixes
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Rapidly classifies production issues by severity, locates root causes from logs and stack traces, and routes to the appropriate fix path. Simple fixes skip planning entirely for maximum speed.
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Provide implementations of advanced data structures
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Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.
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WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.
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Coordinate Crew (persistent) and Polecat (transient) agents using Gas Town's hook-based work distribution and GUPP principle.
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Generate visual representations of algorithm execution
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Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
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