Blog
How to Submit your Project to the AAIF
The Agentic AI Foundation (AAIF) is now accepting project proposals. If you're building open source tooling or standards for agentic systems and want it to become part of the shared infrastructure this ecosystem runs on, submit your project for consideration today. Read more.
The Four Pillars of Agentic AI Infrastructure on Kubernetes
For the better part of a decade, the "Microservice" has been the undisputed unit of value in software engineering. We spent years perfecting the art of the stateless, predictable container, wrapping it in layers of GitOps and CI/CD pipelines to ensure that what we deployed yesterday is exactly what runs… Read more.
Stripe on Agentic Commerce: Trends from 2026
Agentic commerce is coming. How do we make sense of the alphabet soup of protocols, standards, pieces, bits and flotsam that is agentic commerce, and how can make a future that is more cohesive and standardized? Here are five lessons I took away. Read more.
Closing the Context Gap: Why MCP + Skills Works
At the MCP Dev Summit 2026, Pedro Rodrigues, AI Tooling Engineer at Supabase, challenged a growing rift in the developer community. "People keep asking if they should build an MCP server or use Agent Skills," Rodrigues noted. "But that’s the wrong frame. They aren't competitors; they are the two halves… Read more.
Use agentgateway to Mediate MCP and LLM Traffic at Solo.io
Since last year, we have created several open source projects: agentgateway, kagent, agentregistry, and agentevals. We also donated agentgateway, kagent, and agentregistry to vendor-neutral foundations under the Linux Foundation. These projects were not built for experimentation alone. They were driven by real internal needs as we improved operational efficiency with… Read more.
How Duolingo Built an AI Slackbot With 180+ MCP Tools
At the MCP Dev Summit, Aaron Wang, a software engineer at Duolingo, shared how the company went from a handful of engineers experimenting with MCP, to 250 weekly active users (about 30% of the company) in under six months. This is how they did it. Read more.
Debugging the Hardest Parts of MCP with MCP Debugger
Over the past year, I’ve spent a lot of time in the trickiest parts of Model Context Protocol: authorization flows, security, and the messy reality of how clients behave in the wild. MCP is exciting, and for good reason: it gives AI systems a common way to connect to the… Read more.
From Workflow Orchestration to Agentic Orchestration
For decades, workflow orchestration has been a cornerstone of reliable software systems. Banks process transactions through workflows. Supply chains coordinate operations through workflows. Large distributed systems rely on workflows to ensure tasks execute in the right order, failures are retried, and systems can recover when something goes wrong. But AI… Read more.
MCP Apps: Extending the Frontier
A deep dive into the keynote by Ido Salomon & Liad Yosef at MCP Dev Summit North America 2026 Ido Salomon and Liad Yosef opened their keynote with something that felt almost like an apology: they'd built the talk the day before, and it might already be out of date.… Read more.
Where New MCP Ideas Go to Become Real: Goose as a Proving Ground
A deep dive into Alex Hancock's talk at MCP Dev Summit North America 2026 Alex Hancock opened his talk at MCP Dev Summit with a couple of questions for the audience. “How many people in the room have an idea for how MCP or agents could work better?” Nearly every… Read more.
MCP Maintainer Roundtable: Control, Security, And Quality
At the MCP Dev Summit NA in New York on April 2–3, the Agentic AI Foundation brought together a roundtable with the MCP Project maintainers: Clare Liguori of AWS, David Soria Parra of Anthropic, Caitie McCaffrey of Microsoft, and Nick Cooper of OpenAI, with Stephen O’Grady of RedMonk moderating. The… Read more.
MCP Is Now Enterprise Infrastructure: Everything That Happened at MCP Dev Summit North America 2026
New York City · Agentic AI Foundation & Linux Foundation The biggest ideas and sharpest insights from MCP Dev Summit North America: where the builders, contributors, and organizations shaping the future of agentic AI came together in New York City. With 1,200 people at this year’s MCP Dev Summit (double… Read more.
Building the Foundation for Agentic AI
I've spent my career helping engineering teams build and ship systems that scale. That perspective shapes how I look at every new wave of technology. Agentic AI is moving fast, and we're at a point where demos won't cut it anymore. Developers are already building with agents in ways that… Read more.
Why I’m Joining the Agentic AI Foundation—Building the Foundation for the Internet of Agents
We are at a clear inflection point in AI. For the past decade, we’ve watched AI evolve from research to real-world deployment. What’s happening now is different. Agentic AI is moving beyond isolated systems into something much larger: an interconnected ecosystem where autonomous agents collaborate, reason, and act across boundaries.… Read more.
Coding Agents Are the Foundation for Every Agent You’ll Ever Build
By Sam Partee, Co-founder & Head of AI Research, Arcade.dev, based on his joint talk with Harrison Chase (LangChain) at the Coding Agents: AI Driven Dev Conference — March 3, 2026 Coding agents are the foundation for every agent you'll ever build. The patterns for doing real work in the… Read more.
AAIF’s First Quarter Success Story: New Members, Technical Wins, and Open Governance
An update from AAIF’s new Governing Board Chair, David Nalley David Nalley, AAIF Governing Board chair and Director of Developer Experience at Amazon Web Services In less than three months since the Linux Foundation formed the AAIF, we have seen an avalanche of interest from organizations joining to invest in… Read more.