2-Minute Integration — Zero Dependencies

Add Deterministic Enforcement in 2 Minutes

Name: Exogram
Brand: Exogram
Availability: InStock
Rating: 4.9 (89 reviews)

Exogram is pure Python middleware between your agent and your execution layer.

Zero AI in the loop. 0.07ms evaluation. Works with every framework.

⚡ Interactive Quickstart

Store a Fact

Write an immutable fact to your semantic ledger. It will be embedded and cryptographically hashed.

Search the Ledger

Retrieve facts dynamically using semantic vector search.

You are viewing this anonymously.

curl -X POST https://api.exogram.ai/v2/vault/store \
  -H "Authorization: Bearer sk_exo_YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "claim": "The sky is blue.",
    "source": "observation",
    "confidence": 0.99
  }'

The Execution Boundary

There is no native enforcement layer in current LLM frameworks. Exogram is deployed at the boundary between your agent logic and your internal tools.

✓ No infrastructure changes
✓ No model changes required
✓ No prompt retraining

Production Readiness Analyzer

Paste your current agent execution logic to check for unhandled vulnerability paths.

Used in production to enforce:

→ database operations
→ financial actions
→ API integrations
→ filesystem access

The Integration Diff

Time to integrate: ~2 mins

Stop trusting the LLM payload blindly. Add the deterministic execution boundary.

agent_execution.py

  from exogram import ExogramClient  client = ExogramClient(api_key="exo_live_...")  def run_agent_action(prompt):      tool_call = llm.generate_response(prompt)+     verdict = client.evaluate(tool_call)+     if not verdict.is_safe:+         return handle_rejection(verdict.error)-     execute(tool_call.arguments)  # blind trust+     execute(tool_call.arguments)  # governed

Three Lines of Code

Exogram does not replace your stack. It sits between your agent and execution.

01Install

pip install exogram

Lightweight Python SDK. No system dependencies. No GPU. No model downloads.

02Initialize

client = ExogramClient(api_key="exo_...")

One line. Connects to the Exogram evaluation edge. Sub-millisecond latency.

03Evaluate

verdict = client.evaluate(action, payload)

Intercept every tool call. Get PERMIT or DENY with a precise error trace.

Works With Your Stack

REST API or MCP. Any framework. Same deterministic engine.

OpenAI

Tool Calling

Anthropic

MCP / Tool Use

LangChain

Tool Intercept

CrewAI

Task Delegation

AutoGen

Function Calls

LlamaIndex

Query Engine

Google Vertex

Function Calling

Custom REST

Any HTTP Client

No prompt tuning required. No retries required. No guardrails in prompts.

Exogram enforces what AI is allowed to do at the execution boundary.