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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Developer guide for migrating to reproducible environments without rewriting

The primary obstacle to adopting reproducible environments is often the assumption that environment parity requires containerizing legacy monoliths from scratch or abandoning stable CI/CD pipelines. In reality, reproducibility is about capturing application intent through configuration rather than rebuilding the application itself. This guide outlines a non-disruptive, incremental path to migrating your workflow to production-identical environments without touching your core codebase.

How Developers Build a Meaningful Career in the Age of AI

What does a meaningful developer career look like in the age of AI? We brought together four experts to answer exactly that. In this GitKon panel, GitKraken CMO Kate Adams moderates a conversation with Leon Noel (Managing Director of Engineering, Resilient Coders), Danny Thompson (Director of Technology and host of The Programming Podcast), Maggie Hunter (Recruitment Lead, GitKraken), and Dimitry Fonarev (CEO, Testkube) to explore how software engineers can future-proof their careers, grow their skills, and navigate an industry that is changing fast.

Fear, Identity & Flaky Tests: AI in Reliability w/ Dana Lawson (CTO, Netlify)

The self-healing systems that SREs have dreamed about for a decade aren't a distant promise anymore — they're already being built, and the biggest barrier left is cultural. Dana Lawson, CTO at Netlify, has spent over 25 years in the trenches of developer infrastructure, from sysadmin roots to running the platform that powers 5% of the internet.

Mastering AI Prompts: How to Get the Best Out of SQL Prompt AI | The Tony and Tonie show Ep41

How to get the most value from SQL Prompt AI in day-to-day work, whether you're writing new queries or improving existing code. A little prompt-writing knowledge goes a long way with SQL Prompt AI. Tony and Tonie discuss how to build reusable prompts that give the tool the context it needs to return useful results first time.

I Fixed a $30K/Year Anomaly in the Time It Takes to Make Coffee

If you work in FinOps, you know the feeling. You open your recommendations queue on a Monday morning. There are 47 items. You worked through 12 of them last week. You’re back up to 47 again. All represent real money leaving the building, but not all are “bad money” – of those 47, a significant share will be “this is ok, expected, we got value”. That’s what really kills FinOps enthusiasm (and is why the engineer is skeptical towards the FinOps person).

How to manage Ubuntu fleets using on-premises Active Directory and ADSys

The “hybrid fleet” is today’s reality: organizations diversify operating systems while Microsoft Active Directory (AD) remains the dominant identity “source of truth.” IT administrators must ensure Linux machines, like Ubuntu desktops and servers, behave as first-class citizens in this environment.