CAUM detects loops, stagnation, and wasted compute in any AI agent. Zero semantic access. Cryptographic proof. Real-time alerts.
$299/month after 14-day free trial. 1,000 steps included in trial.
No credit card required. 1,000 steps free for 14 days.
Your API key:
Quick start:
pip install caum
import caum, anthropic
caum.init("")
client = caum.wrap_anthropic(anthropic.Anthropic())
# Your agent runs normally. CAUM observes.
Or use the raw API:
Check your email for the welcome message with full setup instructions.
CAUM monitors every tool call without modifying agent behavior. Zero interference, zero risk.
Webhook, Slack, and email alerts when agents enter loops or degrade. You decide the policy.
Merkle-chain audit trail for every session. Tamper-proof structural evidence for compliance.
See exactly how much each agent session costs. Identify waste before it compounds.
Classifies agent behavior into regimes: Explorer, Expansion, Grind, Loop, Stagnation.
One API call per tool use. Compatible with any agent framework, any LLM, any language.
Get your API key instantly. No credit card, no meetings, no sales calls.
pip install caum
3 lines of code. Wrap your Anthropic or OpenAI client. Zero code changes to your agent.
Real-time regime detection, UDS scoring, and alerts. You see everything in the dashboard.