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  • View stepmold project
    S

    Ali Hamza Kamboh / stepmold

    Make small local LLMs reliable at multi-step agent workflows. Constrained decoding + verify-before-commit: 96.5% end-to-end vs 2.0% unguarded on a 50-step run. Zero dependencies, runs on-prem.

    agent-framework ai-agents constrained-... json-schema llama-cpp llm llm-agents llm-framework llm-reliability local-llm ollama on-premise Python small-langua... structured-o... vllm
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    Updated Nov 02, 2026
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    Updated Nov 02, 2026