opentine
Git for AI agent runs · fork · replay · resume
Content-Addressed Steps: How opentine Guarantees Bit-Exact Replays
opentine hashes every agent step from its inputs — prompt, tools, model choice, parent step — into a stable ID. Two steps with the same inputs always produce the same ID. That makes replay bit-exact, caching automatic, and forking a cheap pointer operation rather than an expensive re-execution.
opentine vs LangGraph vs Temporal vs DSPy: Choosing an Agent Runtime
LangGraph fits LangChain users who don't need forkable runs. Temporal fits durable-workflow problems where agents are incidental. DSPy fits prompt-compilation research. opentine fits when run forkability, bit-exact replay, and model-agnosticism are the primitive you're building on.
opentine: Why the Fork Primitive Matters
opentine treats every agent step as a content-addressed node in a DAG so you can fork, replay, and diff runs the way git lets you branch and rebase code.