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Structured LLM output through a configurable provider fallback chain: free tiers first, paid floor last, with pluggable cooldown storage.

Open-Source Library for Cooperative Multi-LLM Reinforcement Learning

Receipt-aware TypeScript client for the Hallmark read layer on Solana. Every read returns a signed ed25519 receipt you can verify offline.

An LLM reliability + accuracy benchmark for real fundraising documents -- because LLMs are probabilistic and finance needs determinism.

Shared SQLite storage components for ShareDB adapters

Expo SQLite storage adapter for ShareDB with dual-database and connection pooling support

Run any LLM with one config file. No framework lock-in.

Node.js SQLite storage adapter for ShareDB with better-sqlite3

Presscart CLI — drives the Presscart API (api.presscart.com). Mirage-compatible command shape.

Presscart CLI as an importable mirage / Cloudflare-Worker command via @mirage-cli/core.

Deterministic, fail-closed verification harness for clinical LLM outputs

OpenAI (Chat Completions API) provider adapter for galdor-bun. Also targets OpenAI-compatible endpoints (Groq, Together, MiniMax, Mistral, DeepSeek, vLLM, Ollama, ...) via baseURL.

Provider-agnostic AI toolkit for Elysia, thin over the Vercel AI SDK.

Boruna: a deterministic, capability-safe programming language and framework for LLM-native applications