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.

Free tier: 10K credits/mo No credit card required
~/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

Pricing

Start free. Scale when you're ready.

Free

$0/mo
10,000 credits/mo
  • Trajectory recording
  • Policy recommendations
  • Failure recovery
Get Started

Local Pro

$29/mo
100,000 credits/mo
  • Everything in Free
  • APO prompt optimization
  • Guardrails engine
Subscribe
Popular

Cloud Pro

$99/mo
500,000 credits/mo
  • Everything in Local Pro
  • Skill graph + vector search
  • GPU-powered training
Subscribe

Team

$299/mo
2,000,000 credits/mo
  • Everything in Cloud Pro
  • Multi-tenant + SSO
  • Priority support
Subscribe