AI Is Making Software Autonomous, and Governance Must Follow

AI Is Making Software Autonomous, and Governance Must Follow

In 2011, Marc Andreessen famously wrote that "software is eating the world." Today, software is no longer just a competitive advantage; it is the foundational infrastructure for nearly every industry. We don't merely ...
AgentOps Is Here: What DevSecOps Leaders Need to Do Now

AgentOps Is Here: What DevSecOps Leaders Need to Do Now

We've seen this pattern before. The industry gets a new kind of leverage, treats it like a tool upgrade, and then acts surprised when the operating model snaps under the strain. Waterfall ...
The First Mile of Trusted AI Development

The First Mile of Trusted AI Development

We've Been Building Toward This Moment For months, I've been writing about a growing tension at the center of AI-powered development: AI can now generate code at extraordinary speed, yet our ability ...
The Last Mile Problem: AI Can Write Code, But Only Policy Can Ship It

The Last Mile Problem: AI Can Write Code, But Only Policy Can Ship It

Artificial intelligence (AI) can already write code that compiles, runs, and sometimes even surprises us by passing tests. In many ways, it's crossed the threshold that once separated "assisted coding" from "autonomous creation." ...

From Generic Code to Specialist AI: How MCP Will Reshape the Developer Experience

One of the challenges with using AI and LLMs to generate code today is that they mostly produce generic code. That shouldn't surprise us ...

The LLM Dependency Trap

Large language models are reshaping how we write software. With a few prompts, developers can generate boilerplate, integrate dependencies, write tests, and scaffold entire systems in a fraction of the time it ...

From Abuse to Alignment: Why We Need Sustainable Open Source Infrastructure

Open source doesn't run on any individual project, foundation, or company — it runs on shared infrastructure. That's why we've come together with other stewards to issue a Joint Statement on Sustainable Stewardship ...
The Developer's Hippocratic Oath in the Age of AI

The Developer’s Hippocratic Oath in the Age of AI

The best software developers I've had the privilege to work with live by the principle that they have ultimate responsibility for the code we introduce. They take ownership of what they write, ...
Free isn't free: The hidden costs of tooling decisions in open source infrastructure

Free isn’t free: The hidden costs of tooling decisions in open source infrastructure

When I first wrote about the tragedy of the commons and Maven Central, I called attention to a startling reality: a small percentage of users — mostly large enterprises — were unknowingly ...