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

AI spend is exploding. Most companies cannot prove ROI.

Only 14% of CFOs can prove AI ROI. OpenAI’s gross margin fell from 40% to 33% in 2025, well below its 46% target. Even the AI providers cannot reliably predict what AI will cost. Companies are scaling AI faster than they can measure it: more tokens, more agents, more model calls, more spend moving through systems finance cannot yet see. Every board is asking the same question: What is this AI investment returning? Most companies cannot answer it. The ones that can will compound their advantage.

Are AI Tools Actually Improving Developer Experience? (Experts Cut Through the Hype)

AI tools are spreading across the entire software development lifecycle - but are they actually making developers more productive, or just adding noise? In this panel from Context Conference, Najla Elmachtoub (Squadformers) moderates a sharp, no-fluff conversation with Nathen Harvey (Google, DORA program), Bill Harding (GitClear), and Jeremy Castile (GitKraken) on what's really working when it comes to AI and developer experience.

The options within Test Data Management - Enterprise, DIY or Redgate

Compliance Without Compromise: Test Data Management That Finally Fits You know you shouldn't have sensitive production data in test environments. But every time you look at fixing it, the options feel impossible: enterprise tools that cost six figures and take months to implement, or DIY scripts that sort of work until they don't. So, it stays on the backlog.

Every pilot is ready for engine failure: are your engineers? w/ Hamed Silatani (Uptime Labs)

Every pilot who's never had an engine failure is still ready for one. The same can't be said for most software engineers facing their first major incident. Hamed Silatani, co-founder and CEO of Uptime Labs, and former Head of Reliability Engineering at IG Group, has spent two decades watching engineers learn incident response the hard way: alone, under pressure, with no training.

The Compliance Gap in Test Data Management

Compliance Without Compromise: Test Data Management That Finally Fits You know you shouldn't have sensitive production data in test environments. But every time you look at fixing it, the options feel impossible: enterprise tools that cost six figures and take months to implement, or DIY scripts that sort of work until they don't. So, it stays on the backlog.

Secure execution: Agents in sandboxes with relaxAI

The hard part of deploying AI agents isn't the agent. It's the environment around it. As organisations move from AI experimentation into production, the question isn't just what agents can do; it's whether you can trust the environment they run in. Sandboxed execution gives you both the autonomy and the guardrails, keeping agents isolated, auditable, and under your control.

Safe Database Change at Scale with Flyway Enterprise | The Tony and Tonie show Ep45

AI-assisted coding may speed up delivery, but it can also increase the risk around database changes. Here’s how Flyway helps teams stay in control. Tony and Tonie discuss how Flyway Enterprise helps teams build control into the database change process: immediate change visibility, continuous risk reduction, and secure, traceable deployment from commit to production.

Digital sovereignty: Who's in control?

Digital sovereignty isn't a marketing buzzword. It's about jurisdiction, accountability, and operational certainty and it starts with where your data is hosted and how it's processed. Civo's UK sovereign cloud delivers public cloud, private cloud, and AI services, all hosted and operated exclusively within the United Kingdom under UK legal authority with no exposure to foreign control.