# Octopodas

> Give your AI Agents a Brain.

- **Website**: https://www.octopodas.com
- **Uneed Page**: https://www.uneed.best/tool/octopodas
- **Pricing**: Free
- **Category**: Development
- **Tags**: Open Source, AI
- **Submitted by**: @JosephRoberts
- **Launch Date**: 2026-08-04

## About

Octopoda is an open source infrastructure layer that gives AI agents persistent memory, automatic loop detection, and full observability. Agents forget everything between sessions. 

Octopoda fixes that with a remember/recall API that survives restarts, crashes, and deployments. 

The loop detection system monitors 5 signals to catch agents stuck repeating themselves before they burn your API budget, with real-time cost estimation showing exactly how much each loop wastes. 

A built-in dashboard shows every agent's health score, memory explorer with version history, audit trail logging every decision with reasoning, and a timeline replay that lets you scrub through everything your agent did step by step. 

Works with LangChain, CrewAI, AutoGen, and OpenAI Agents SDK with one-line integrations. Runs locally with SQLite or connects to cloud with one environment variable. Free tier, MIT licensed. 177 signups, 120 GitHub stars, zero marketing spend.