A benchmark report on Lirix, a deterministic Web3 AI agent architecture designed to survive Byzantine RPC infrastructure attacks and LLM cognitive failures. Two benchmarks are presented: a Quorum Consensus Stress Test showing 100% consensus success within BFT thresholds and zero safety violations above threshold, and an Intent Convergence Test where an LLM autonomously healed broken transaction payloads within 5 iterations. The post concludes a 7-part series covering the full architecture stack including memory cages via Pydantic schemas, EVM proxy detection, BFT consensus, and a cybernetic self-healing feedback loop.
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