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Open-source cross-provider AI dev team for solopreneurs, built on Claude Code + Codex CLI. Claude plans and reviews what GPT builds; a zero-context GPT pass blind-reviews the plan. One command, full army.
Machine-checked Lean 4 proofs for "Minimal Topologies of Forward-Local Failure in AI Systems: The Hamiltonian Microscope" — hamiltonian-path as abstract ConstraintSystem instance (inheriting Sudoku-Microscope theorems) and Layer 2 silent-commit signature formalization with provider-agnostic well-definedness.
Ask all three. Keep what works. A local-first cross-provider council layer for Claude, Codex, and Gemini — one prompt, all three answer, a chairman synthesizes the verdict. No new app, no API key; your transcripts never leave your machine.
Replication Package: Hallucination Mitigation in LLM-Based Tool Recommendation — A Cross-Provider Architectural Ablation Study Across Two Model Generations