{"repo":"emirhuseynrmx/calybris-core","free":true,"listed":false,"github":"https://github.com/emirhuseynrmx/calybris-core","clone":"git clone https://github.com/emirhuseynrmx/calybris-core.git","description":"Deterministic proof-carrying decision core with replay verification, WAL, and fixed-point budget proofs","language":"Rust","stars":10,"topics":["audit","budget-engine","cryptographic-proof","decision-engine","deterministic","fintech","llm-routing","proof-carrying","rust","write-ahead-log"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Calybris Core Deterministic, auditable decision primitive for high-stakes routing & guardrails. Given a frozen catalog, a policy snapshot, and a typed request, Calybris returns one action plus an audit bundle that replays to the same answer. Integer-only Rust hot path. No hosted dependency. No unsafe in project code. What is this? Calybris is a proof-carrying decision kernel : not an OMS, not an LLM gateway, not a matching engine. You bring the catalog (suppliers, models, venues); the kernel evaluates hard constraints, picks the best eligible candidate, and emits digests you can replay and verify offline. Same primitive, different adapters: supplier routing, model routing, and pre-trade admission are reference mappings onto one API, not three products. When to use / when not to Use Calybris when... Do not use it for... ---------------------- -------------------------- Decisions must be deterministic and replay-auditable Inventory, WMS, label printing, carrier booking You need hard gates (budget, risk, latency, region, capability) in your control plane A hosted routing API or managed decision service Post-mortems and compliance need proof bundles, not log grep Live market data, order matching, exchange connectivity Stability model Layer Status Notes ------- -------- ------- calybris-core (Rust) Stable crates.io: this is the contract calybris (Python) Production-capable / pre-1.0 API First-class PyO3 surface for decisions, signed policy provenance, state proofs, receipts, keyed","default_branch":null,"files":null,"tree":[],"storefront":"/r/emirhuseynrmx","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/emirhuseynrmx/calybris-core/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}