Developer Productivity
Stop Reviewing Code. Start Reviewing Evidence.
Agent-heavy teams ship twice the PRs at more than twice the size, and reviews wait almost five times longer for pickup. The review model built for …
Agentic Overwatch: Why Your Next Dev Team Will Look Like a NASA Control Room
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Agents don’t just write code anymore. They run ops, security, QA, data, and support, around the clock, while we still govern them with a team …
The Vibe Coding Backlash Is Right. Seniors Are Losing the Argument Anyway.
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Forbes just said vibe coding will break your company. Senior engineers are organizing against it. The data is on their side: independent audits keep …
The End of Courses: Learn From AI Like a Toddler, Or Become Obsolete
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Remember when shipping an app meant 40 hours of video courses and weeks of syntax memorization? An agent builds it in three minutes now. The 40-hour …
AI Didn't Replace Software Engineering. It Made Bad Engineering Easier to Ship.
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The culture shifted. ‘Ship fast with AI’ became the expectation. Anyone who slows down to think looks unproductive. Discipline became a …
Google Stitch Just Made UI Design a Developer Skill
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Figma’s stock dropped 8.8% when Google announced Stitch updates. But the people panicking are asking the wrong question. The question …
Your AI Agents Are Flying Blind. Here's How to Fix That.
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Every AI agent in your org starts every session with zero context. No business rules. No architecture decisions. No conventions. The code they …
Org Charts for AI Agents: Mapping Your Human and AI Workforce
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AI agents aren’t coming. They’re already here, doing real work, while most organizations are still debating how to use ChatGPT. If …
When AI Writes 90% of Your Code, What Are You Actually Doing?
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Anthropic’s CEO says Claude writes 90% of code for most teams. If you think that means developers are obsolete, you’ve missed the point …
Ship Faster Without Breaking Things: DORA 2025 in Real Life
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AI is making teams faster, but instability persists. The 2025 DORA report reveals which organizational capabilities turn AI into a force …
AI Agents for Real Productivity: What Works in 2025
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Beyond the hype and the demos, what actually works when you build AI agents for real work? Here’s the landscape, the platforms worth using, and …
What's Holding You Back from Succeeding in the AI Era?
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I’ve watched teams double their output with AI, and I’ve also seen developers stall and managers struggle. The difference isn’t the …
Model Context Protocol: The Missing Connection Between AI and Your Real Work
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Your AI coding assistant is blind to your company’s actual context. MCP fixes that. Here’s how to connect Claude, ChatGPT, and Cursor to …
Developer Work Did Not Change. The Sequence Did.
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AI doesn’t make the job different. It changes when parts of the job happen, turning Monday morning from archaeology into editing.
GitHub's Double CLI Release: How Two AI Tools Are Reshaping Development Workflows
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GitHub released two different CLI tools for AI in one week. Together, they represent both interactive AI partnership and autonomous development …
Hiring Developers in the Age of AI: What Actually Matters Now
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LeetCode is dead. With AI writing the code, we need to fundamentally rethink how we identify and hire the developers who will actually thrive in 2025 …
RAG for Developers: A No-BS Introduction
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Developers keep asking me to explain RAG. Here’s the straightforward explanation: it’s the difference between an AI that makes stuff up …
The Context Engine: What Comes After We've Solved Code Generation
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We’ve largely solved the context problem in AI coding tools. RAG systems ingest our docs, codebase-aware assistants understand our architecture, …
I'm Pro-AI. That's Exactly Why I'm Worried About Our Next Senior Engineers
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A guide for engineering managers on growing junior developers in an AI-heavy world, and for junior developers who want to stand out beyond just being …
