Engramma

Autonomous Agents

Agents that remember past actions, learn from mistakes, and reason about consequences before acting.

Key Capabilities

  • ✓Action-consequence memory
  • ✓Learning from failures
  • ✓Counterfactual reasoning
  • ✓Regime-aware behavior

Example Code

Autonomous Agents — Engramma SDK
python
1# Store action outcome2client.memory.store(3    text="Deploying on Friday caused 2h incident",4    context={"action": "deploy", "outcome": "negative"}5)67# Reason about future actions8prediction = client.engine.predict(9    intervention="What if we deploy on Friday?",10    mode="counterfactual"11)12# Returns: high probability of negative outcome

Build autonomous agents with cognitive memory

Start free — deploy in minutes with the Python SDK.

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