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I spoke at DevOpsDays Raleigh this past week. It’s always good to visit Raleigh; I consider it a second home (sorry I didn’t meet with more friends). The event was incredibly well done. The event staff and volunteers did a fantastic job on all facets of eventing. I took meetings in an old control room for the event space which was a true blast from the past. My notes doc included two interesting stats. Stat #1: 56% of women leave tech before the age of 35 - This is just sad especially when you consider women comprise a mere 28% of tech in general. This needs to change. It starts with using the privilege of the majority to help out the minority. Those of us in the majority have a duty to advocate for people not in the room. Stat #2: Google expects 50% of all new code to be written by AI as soon as next year. This accelerates in the following years too. That’s wild to think about. We’ll be managing agents and subagents soon enough it seems to do not just coding but things like my slides from my talk, Open Source Survival Guide: 10 rules to keep you sane in the open source world, this week. I used Claude to restyle the deck from when I gave the talk at All Things Open. Claude did a surprisingly good job at matching the color palette of <shortconsulting.io>. ...

Clone Any Voice, in 9 Languages, at 3x Industry Speed Voxtral TTS is Mistral’s text-to-speech model, 3x faster than industry standard, with voice cloning that goes beyond reading text aloud. It models personality: natural pauses, rhythm, intonation, and emotional range. Try Voxtral TTS now via API, Mistral Studio, or on Hugging Face under Apache 2.0. SPONSORED How is infrastructure keeping pace with AI in 2026? Managing IaC or leading platform engineering? IaCConf is the “can’t miss” event featuring 20 top IaC leaders across 13 sessions. Join 5,000+ practitioners to share what’s actually working and swap hard-won lessons. Register now! SPONSORED DevOpsDays Raleigh DevOpsDays Raleigh is one of the region’s premier community-driven tech conferences, bringing together engineers, DevOps leaders, and IT professionals for two days of real-world insights, practitioner-led talks, and interactive open spaces. And this year is special as it’s the 10th anniversary! This conference is focused on DevOps, cloud, automation, and modern software delivery. It offers a unique mix of learning, networking, and collaboration with peers tackling similar challenges across industries. Join me in Raleigh April 30th & May 1st! ...

Ship Code Faster with a Terminal-Native AI Agent Mistral Vibe is a terminal-native coding agent that works directly inside your codebase—reading your file structure, executing shell commands, patching files, and managing multi-step tasks through natural language. The CLI is open source under Apache 2.0, so you can self-host, inspect, and extend it on your own infrastructure. Try Mistral Vibe today. SPONSORED Don’t Miss IaCConf 2026: Keeping Pace The Community-Driven IaC Conference is back — and it’s free to attend! Infrastructure as Code is evolving fast. Are you keeping pace? Join us on Thursday, May 14, 2026 at 11AM EDT for a full day of real-world stories, live demos, and panel discussions featuring some of the sharpest minds in DevOps and Platform Engineering — all from the comfort of your own desk. SPONSORED Cloud Native Days Romania Two days of cloud native talks, hands-on workshops, and strong community momentum - 18–19 May at the Radisson Blu, Bucharest. Join developers, platform engineers, DevOps practitioners, engineering leaders, and cloud enthusiasts for the 3rd edition of Romania’s community-driven Cloud Native Days, bringing practical Kubernetes use cases and modern cloud native systems to the stage. ...

Stop push-and-pray: run CI that actually debugs itself Edit YAML, commit, push, wait, squint at logs, guess, repeat. There’s a better loop. Watts at Depot walks through how Depot CI kills the cycle, migrate your GitHub Actions workflows in one command, run against uncommitted changes, SSH into failing jobs, and stop guessing. Get Started with Depot CI. Sponsored by Depot Cloud Native Days Romania Two days of cloud native talks, hands-on workshops, and strong community momentum - 18–19 May at the Radisson Blu, Bucharest. Join developers, platform engineers, DevOps practitioners, engineering leaders, and cloud enthusiasts for the 3rd edition of Romania’s community-driven Cloud Native Days, bringing practical Kubernetes use cases and modern cloud native systems to the stage. DevOpsDays Raleigh DevOpsDays Raleigh is one of the region’s premier community-driven tech conferences, bringing together engineers, DevOps leaders, and IT professionals for two days of real-world insights, practitioner-led talks, and interactive open spaces. And this year is special as it’s the 10th anniversary! This conference is focused on DevOps, cloud, automation, and modern software delivery. It offers a unique mix of learning, networking, and collaboration with peers tackling similar challenges across industries. Join me in Raleigh April 30th & May 1st! ...

Happy Easter! This week, I needed a term to describe the Easter Bunny as sneaky, and I came up with “Resurrection Rabbit.” Max thought it was funny in Elmer Fudd parlance, “Rascally Resurrection Rabbit.” One of the news items this week was the revelation that, thanks to a faulty build step, Anthropic leaked at least some of Claude Code’s source code. I was fortunate enough to obtain a copy to give it a cursory look. But others are already discussing what they are learning from the source code now that it’s out in the wild. I found the included pieces interesting, as well as an article about the .claude directory. The Islamic Revolutionary Guard Corps (IRGC) issued a threat to 18 US-based tech companies that they would be deemed military targets. One had already been attacked, as we’ve already seen with AWS. But, this threat also included a date and time: 1 April, 8 PM (Iran Standard Time). It appears the AWS region in Bahrain, me-south-1, was targeted again and AWS is scrambling to recover capacity. There’s some dispute over whether an Oracle facility was attacked in the UAE. I have many concerns about this war, one of which is whether these tech companies can continue to sustain the costs of being drawn into this conflict because of their work with the US government. The long-term effects of this conflict remain to be seen. ...