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Agentic Architecture Framework
Vendor Agnostic Opensource Architecture Framework
The Agentic Architecture Framework: community-driven, governance-first architecture guidance for building safe, reliable, and scalable agentic AI systems. Adapted from the Cloud Well Architected Framework, the AAF aims to sit above orchestration frameworks and provide architectural principles and guidance to humans and agents alike. Contributions very welcome!
I spent 10 years doing cloud solution architecture. AWS Well-Architected Framework, infrastructure governance, cost optimization at scale; that's the mental model I used to think about systems.
Then I started seeing teams build AI agents and it was chaos. Same problems cloud solved 15 years ago; no governance, no cost visibility, no clear boundaries around what the system can do autonomously, but nobody had translated those lessons to this space.
So I took what worked in cloud architecture and adapted it for agents.
Most teams are using LangChain, LangGraph, Claude SDK, orchestration tools are figured out. But the higher-level architectural thinking isn't. You're picking up pieces from blog posts, Discord threads, people's experience. Nobody's got a coherent framework.
This framework puts it in one place:
Epistemic gates: Where exactly does AI output become real action? What needs to gate it?
Cost: Not just cheaper models. Why agents cost what they cost. Context bloat is where most of the waste lives.
Autonomy: How much can this agent decide on its own without breaking things?
Context: Understanding what's actually needed vs. what you're paying for anyway.
I also built an MCP tool to start applying this: agenticaf.io/tools
Looking for maintainers, contributors, people to test the MCP tool and reports, folks willing to review the tools against real agent builds.
Feedback wanted. What breaks. What's missing?
happy building - Dave
About Agentic Architecture Framework on Product Hunt
Agentic Architecture Framework was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #111 on the daily leaderboard. The Agentic Architecture Framework: community-driven, governance-first architecture guidance for building safe, reliable, and scalable agentic AI systems. Adapted from the Cloud Well Architected Framework, the AAF aims to sit above orchestration frameworks and provide architectural principles and guidance to humans and agents alike. Contributions very welcome!
On the analytics side, Agentic Architecture Framework competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Agentic Architecture Framework performed against the three products that launched closest to it on the same day.
Who hunted Agentic Architecture Framework ?
Agentic Architecture Framework was hunted by Dave M. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Agentic Architecture Framework including community comment highlights and product details, visit the product overview.