Orchestration

Exogram + LangChain

A stack, not competitors.

What LangChain Does

  • LangChain provides chains, agents, tool abstractions, and the LangChain Expression Language (LCEL).
  • LangSmith adds observability — you can see what agents did after the fact.
  • The most popular agent framework in the ecosystem, used by thousands of production applications.

What Exogram Does

  • Exogram sits between LangChain's agent output and your tool execution.
  • Every tool call LangChain routes passes through Exogram's policy engine before reaching your systems.
  • 2-line integration: wrap your tool execution with `exogram.evaluate()` — works with any LangChain agent.

Key Differences

DimensionLangChainExogram
Role in StackOrchestration + observabilityExecution governance
TimingPost-execution visibilityPre-execution validation

The Verdict

LangChain handles cognition and orchestration. Exogram handles secure execution authorization. They are a stack, not competitors.

Interception Latency Benchmark

Unlike standard LLM-based guardrails that invoke external APIs on every single tool execution, Exogram compiles policies to execute in-memory inside the client runtime.

LangChain (LLM / API Check)~220.00 ms
Exogram Authority Runtime (In-Memory Intercept)0.07 ms
* Measured under concurrent load of 1,000 RPS. Exogram overhead is mathematically negligible.

Is LangChain vulnerable to execution drift?

Run a static analysis on your LLM pipeline below.

STATIC ANALYSIS

Frequently Asked Questions

Does Exogram replace LangChain?

No. They operate at different layers. LangChain orchestrates agent workflows. Exogram governs whether each action in that workflow is allowed to execute. You use both.

How do I integrate Exogram with LangChain?

Wrap your tool execution with exogram.evaluate(). Two lines of code. The Exogram quickstart page shows the exact integration diff.

Why doesn't LangSmith solve the governance problem?

LangSmith is observability — it shows you what agents did. Exogram is governance — it controls what agents can do. You can't undo a database deletion by looking at a trace log.

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