🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.
Agent
Offloads conversation context into ForkMind's encrypted, immutable DAG capsules so the live model window can be compacted without losing anything. Spawn when context is getting full, when the user says "save this and clear it", "archive the earlier discussion", "offload context", or when a large block (file dumps…
Agent
Drives ForkMind to debug, compare, or regression-test LLM / agent calls in an isolated context. Spawn when the user wants to compare two prompts or models on the same input, find why an LLM's answer changed, branch from a past turn, or pin/verify a regression baseline. Returns a compact verdict (winner, diffs, drift)…