All activity
Give your AI agents persistent memory, loop detection, and crash recovery. Open source, runs locally or cloud. pip install octopoda.
OctopodaGive your AI Agents a Brain
AI agents forget everything between sessions. No visibility into what they know, no audit trail, no way to roll back when things break.
Octopoda fixes this. Persistent memory, semantic search, shared knowledge between agents, version history, conflict detection, loop detection, audit trail, and snapshot recovery. All with a real-time dashboard to see inside your agent's brain.
Works with LangChain, CrewAI, AutoGen, and any Python framework. Three lines of code. 300+ devs signed up in week one.
OctopodaSee inside your AI agent's brain. Memory, loops, audit
Joseph Robertsleft a comment
Hey Product Hunt! I'm Joe, the founder of Octopoda. I've been building AI agents for the past year and the hardest part was never the AI itself. It was everything around it. Agents that forget customers mid conversation. No way to tell why an agent made a bad decision. Multi agent teams where nobody knows who told who what. And the worst one, agents silently looping on the same task burning...
OctopodaSee inside your AI agent's brain. Memory, loops, audit
Joseph Robertsleft a comment
Synrix is a local-first memory engine for software systems that need persistent runtime state. Most AI agents and long-running programs rely on vector databases, Redis, or cloud storage to remember things. That introduces latency, infrastructure overhead, and nondeterministic recall. Synrix takes a different approach. It acts like a persistent runtime memory layer that runs directly inside your...
SynrixWhat if AI systems never forgot anything?
Persistent local memory with hardware-speed recall. No cloud dependency, no usage tax, resilient beyond RAM and connectivity.
SynrixWhat if AI systems never forgot anything?