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deterministic-runtime

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nshkrdotcom / trinity_framework

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Reusable TRINITY router and coordination framework for deterministic agent routing, provider pool contracts, typed coordination patterns, and local-first AI infrastructure.

workflow elixir otp router beam mix contracts governance trinity weld local-first agent-coordination ai-infrastructure agentic-systems deterministic-runtime nshkr-ai-infra trinity-framework nshkrdotcom typed-contracts provider-pools
  • Updated May 10, 2026
  • Elixir

nshkrdotcom / gepa_framework

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Reusable GEPA optimizer framework for typed candidate generation, evaluation, persistence posture, tracing contracts, and deterministic prompt optimization infrastructure.

framework elixir beam optimizer tracing mix weld local-first evolutionary-search candidate-evaluation prompt-optimization ai-infrastructure agentic-systems gepa deterministic-runtime nshkr-ai-infra nshkrdotcom typed-contracts gepa-framework persistence-posture
  • Updated May 10, 2026
  • Elixir

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