deterministic-replay

Compiles a demonstrated GUI task into a program that reports VERIFIED only if an independent check agrees. pip install openadapt; openadapt quickstart. Compiler lives in openadapt-flow.

The open-source governance layer for AI agents. No model in the coordination loop: a plan replays to the same task graph, in per-task git worktrees; offline-verifiable run receipts, signed lineage + an opt-in HMAC audit chain. Claude Code, Codex, Gemini CLI, +40 more. Any deliverable, code to audit evidence. Beta. https://bernstein.run

Evidence-first scripted tabletop robot runtime with deterministic WorldState verification, replay, and fail-closed contracts. ROS 2, Gazebo, and MoveIt integration is staged; no physical-hardware validation.

Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Grok—with resume, replay, and incremental recomputation.

Native Rust runtime for adversarial extension workloads with deterministic replay, cryptographic decision receipts, and fleet-scale containment.

Single-symbol CLOB matching engine in Rust — integer-only hot path, deterministic replay, microsecond-class tail latency, framed binary TCP wire.

Open-source physical observability for robotics workcells: deterministic replay, verifiable incident evidence, and generated regression tests.

Compiler and governed runtime for demonstrated GUI workflows, with explicit identity, policy, and result checks.

Transparent fault tolerance for unmodified servers as a byproduct of in-network total-order communication.

Sync-first event sourcing for Rust: append-only segments, causal metadata, policy gates, and typed projections — no async runtime. It's free batteries bro, take 'em!

Deterministic order-book replay + adversarial microstructure bench. Rust + Zig 0.13 + C++20 + Go. Cross-impl Event ABI bit-identical (CI hash gate). MoldUDP64 + WAL + SPSC mmap ring. 5 chaos detectors. Snapshot resume e2e proven. 155 tests.

A deterministic orchestration kernel for bounded agent systems.

Forkline is a replay-first tracing and diffing library for agentic AI workflows that lets you deterministically reproduce, fork, and compare agent runs to find exactly where behavior diverged.

Deterministic replay and counterfactual debugging for AI agent reliability. Bit-exact replay of agent runs with zero model calls — record once, replay forever, mutate freely.

A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.

An event-sourced runtime for AI agents that survives kill -9, written in Rust.

Deterministic C++20 exchange simulator with binary gateway, price-time matching, replay recovery, benchmarks, and OCaml differential tests.

Native macOS Asteroids-style vector arcade shooter — Swift 6 / SpriteKit. Procedural vector graphics, real-time synthesized audio, two game modes, nine power-ups, gravity wells, two bosses, and a deterministic replay system with headless GIF export.

Luvoire — deterministic multi-agent simulation engine with replay, memory stack, and persona library. Pronounced /luː.vwaʁ/.

Load-bearing joinery for LLM content pipelines: context injection, validated repair loops, deterministic replay, DAG orchestration.