Going nano with software updates

Bill Doerrfeld | January 30, 2026

My latest DirectorPlus column interviews Chainguard VP Dustin Kirkland on why software upgrades should be microscopic.

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.


In general, software stacks really varied these days, each relying on a mix of different major and minor versions of open-source languages, frameworks, and OS-level infrastructure. And, these components are releasing new versions at a fast rate.


Doing one one-size-fits-all, major version upgrades all at once is a quick way to break things. "Breakages are inevitable," says Kirkland. "I’d rather stub my toe than break my leg."


Dustin and I had a great conversation about the benefits of microscopic updates, the downsides of large-scale batch upgrades, and how teams can actually put this approach to work. (Including the leadership mindset required to do it well).


If you're an engineering leader, definitely consider signing up for DirectorPlus for a monthly check-in with an experienced director, VP, or CTO on a new subject!

Read: Shipping nano updates in the AI era
By Bill Doerrfeld January 27, 2026
I recently moderated a webinar that brought together three luminaries in the API community to discuss the importance of API standards in agentic AI development.
By Bill Doerrfeld January 26, 2026
The more folks use MCP servers in development, the more they’re realizing it can lead to runaway token usage, unpredictable response sizes, and flooded context windows.
By Bill Doerrfeld January 20, 2026
Who really benefits from AI coding tools? New research suggests AI amplifies existing top performers more than average developers. Read my post on LeadDev.
By Bill Doerrfeld January 19, 2026
Many say edge computing will enable the future of AI inference. For InfoWorld, I looked at the tech required, and the roadblocks to overcome to get us there.
By Bill Doerrfeld January 15, 2026
Survey data from Zuplo finds rising MCP adoption, security concerns, and shows how developers are using MCP servers to connect AI with APIs in 2026.
By Bill Doerrfeld January 5, 2026
Blockchain for everything, metaverse, big data, NFTs... In hindsight, what were we thinking? Today, I call out some of tech's biggest overhyped trends on InfoWorld.
By Bill Doerrfeld January 5, 2026
Like any production software application, AI agents are producing a spectrum of metadata behind the scenes. Some are calling agentic metadata a “gold mine” to direct continual improvements.
By Bill Doerrfeld December 19, 2025
My latest DirectorPlus column with LeadDev interviews Bedrock Robotics' CTO, Kevin Peterson, on what it takes to develop highly adaptable and safe autonomous machines.
By Bill Doerrfeld December 17, 2025
I explore some tips to help speakers craft solid pitches. The Nordic APIs speaker selection committee looks for these sorts of things, but the tips could apply to any tech event.
By Bill Doerrfeld December 11, 2025
I made 10 predictions on how AI and APIs will converge in 2026. Signs point to AI agents being the next big API consumer.