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Works with the frameworks you already use
How Agent Kernel Fits In
A thin, production-ready runtime between your agent logic and the cloud — handling everything except what makes your agents unique.
Agent Kernel RuntimeStop Building Plumbing.
Start Building Intelligence.
Every hour your team spends on infrastructure is an hour not spent on your core AI product. Agent Kernel handles the entire platform layer so you don't have to.
Built for Teams Who Move Fast
From AI service agencies to domain experts — Agent Kernel meets you where you are.
Software Companies (Services)
Ship AI agent solutions to clients in weeks, not months.
Learn more →Software Companies (Products)
Add intelligent agents to your SaaS without framework lock-in.
Learn more →AI Startups
Go from prototype to production in days, not quarters.
Learn more →Domain Experts
Build production AI products without a full engineering team.
Learn more →Everything You Need in Production
No more cobbling together deployment pipelines, session stores, and integration glue. Agent Kernel gives you the full stack from day one.
Framework-Agnostic
Run OpenAI, LangGraph, CrewAI, and Google ADK side by side in one runtime. Switch frameworks with 2 import lines.
Multi-Cloud
Same agent code deploys to AWS Lambda, ECS, Azure Functions, or Container Apps. Zero vendor lock-in.
Session & Memory
Built-in volatile and non-volatile caching. Backends: Redis, DynamoDB, Cosmos DB, in-memory.
Execution Hooks
Pre/post-execution hooks for guardrails, RAG injection, analytics, and response moderation. Works across all frameworks.
Messaging Integrations
Slack, WhatsApp, Messenger, Instagram, Telegram, Gmail — built-in. Plug and play.
Testing Framework
pytest-integrated agent testing with fuzzy, semantic, and fallback comparison modes. CI/CD ready.
Guardrails
OpenAI and AWS Bedrock guardrails for PII detection, jailbreak prevention, and content moderation. Enforce safety policies without touching agent logic.
Observability & Tracing
LangFuse and OpenLLMetry tracing with one config line. Full visibility into every agent, tool, and LLM call — in development and production.
Deploy Anywhere
AWS, Azure, or on-prem Docker. Same agent code — zero platform rewrites. Full Terraform modules with production best practices baked in.
Amazon AWS
Serverless or containerized deployments with Terraform modules.
- AWS Lambda (Serverless)
- AWS ECS/Fargate (Containerized)
Microsoft Azure
Functions or Container Apps with Cosmos DB session storage.
- Azure Functions (Serverless)
- Azure Container Apps (Containerized)
Google Cloud
Coming SoonCloud Run and Cloud Functions deployments — Terraform modules in progress.
- Cloud Run (Containerized)
- Cloud Functions (Serverless)
Ready to Ship Your First Agent?
Free, open-source, Apache 2.0. No licensing costs, no vendor lock-in. Join hundreds of developers building production AI agents with Agent Kernel.