Octomind

The product is an open-source agent runtime that runs specialist AI agents as a single binary across any model and provider, solving problems of vendor lock-in, approval popups that block unattended execution, context window bloat, session truncation, and uncontrolled costs. It is for developers and engineering teams in business environments who run agents in terminals, CI, and automation loops. It is positioned against closed single-vendor harnesses by offering model swapping mid-session, policy-based guardrails in scripts, and cost-aware harness optimization.

Key features

• One binary runs any model
• Swap providers mid-session
• MCP-native tooling
• Adaptive compression for sessions
• Daemon mode for unattended runs
• Policy guardrails in TOML
• Pre-call guards and post-result hooks
• Embedding-scored tool activation
• Per-request and per-session spending caps
• Unified API for 20+ providers
• Semantic code search via MCP
• Persistent memory across sessions
• Filesystem MCP with AST intelligence