Persistent-memory layer for AI agents adding loop detection, audit trails and crash recovery across frameworks.
What it does
Octopoda is infrastructure that makes AI agents production-ready by giving them persistent memory. It adds loop/stuck-state detection, audit trails of every action, per-agent cost tracking and crash recovery, and works locally or in the cloud. It integrates natively with frameworks like LangChain, CrewAI, AutoGen and MCP.
Core features
Persistent agent memory
Stuck-loop detection
Action audit trails
Per-agent cost tracking
Crash recovery
Local or cloud, any framework
Best for
→Adding memory to AI agents
→Debugging stuck agent loops
→Auditing agent actions
→Tracking agent costs in production
Pricing
Free
Pro
$19/mo
Business
$49/mo
Scale
$99/mo