Are all developers equally productive with AI? Not quite.
Bill Doerrfeld | January 20, 2026
My
latest on LeadDev covers a report that suggests AI tends to accelerate top performers
As it turns out, the engineers seeing the biggest gains from AI were top performers all along.
A new report from GitClear and GitKraken suggests that AI doesn't create great developers so much as it amplifies the senior engineers who already know how to use it effectively.
Today, I dig into the data and sync with Bill Harding on what the year-over-year metrics show, and why headline productivity gaps can be misleading.
This is my 3rd year in a row covering studies from GitClear and Harding on the state of AI in software engineering, and the results never fail to spark some interesting takeaways!
While hardware usually gets the spotlight in physical AI, the real differentiator won't be hardware. It'll be the models.
In the latest DirectorPlus, Workato's CTO explains how MCP-enabled integration catalyzed internal AI usage and ROI.
My latest on InfoWorld reviews MCP servers from 5 major cloud providers
How are organizations actually using agentic knowledge bases in practice? My article for The New Stack looks at six emerging patterns.
My report for the eBPF Foundation explores enterprise eBPF case studies, production deployments, and real business outcomes across cloud-native environments.
Longtime Bottomless user sharing why I love automated coffee delivery triggered by a smart scale, plus a referral link for a free first bag.
MCP servers can quickly drain context windows without guardrails. Thankfully, there are ways around this, say the experts.
It may seem like AI agents are suddenly doing everything across industries. But in reality, the pace of agentic AI is moving carefully, and very deliberately, in highly regulated environments like finance and banking.
My latest feature for InfoWorld explores when it makes sense to scrape public web sources, and when official API integrations are the better choice for external data.
What does it mean to go nano with your software updates — to "carve with a scalpel" instead of swinging a hammer? For my latest DirectorPlus piece, I caught up with Chainguard VP Dustin Kirkland to dig into that idea.
