Classified Intelligence

EVOLVE
THE SWARM

Your agents crash. They forget. They repeat the same mistakes tomorrow.
Zubbl turns every failure into memory and every memory into evolution.

Currently in Private Beta
Request Access Key: connect@zubbl.in
~/zubbl/agent_guard.py

Core Capabilities

⦿

Recursive Learning

Captures failure patterns across agent runs and distills them into reusable fixes. When an agent hits the same error twice, Zubbl ensures there won't be a third time.

Cognitive Memory

Builds a shared knowledge layer across all agents. Fix a bug once in development, and every production agent inherits the solution automatically.

Zero-Touch Integ

Three-line integration. Works with LangChain, CrewAI, AutoGPT, or custom agent stacks. Plug it in, watch improvements compound weekly.

20-50%
Success Uplift
3 Lines
of Code
Infinite
Memory Horizon