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

From Trough to Traction: 10 Real-World Lessons in Cloud and AI Efficiency

When CloudZero CTO Erik Peterson joined the SourceForge podcast in January 2026, he didn’t just talk about cloud costs. He reframed them as a launchpad for innovation, survival, and competitive advantage. Whether he was describing the “trough of lost innovation,” the “freemium tax,” or why efficiency is the next frontier of engineering culture, Erik’s expert insights go beyond FinOps hygiene.

Stop wasting time on Postgres migrations. #speedscale #postgresql #postgres #database #programming

If you're spinning up a whole container just for one test, you’re doing it wrong. Old way: Full DB container + pg_restore New way: speedscale + proxymock It records actual DB traffic and mocks it "on the wire." Test smarter, not harder.

AI Can't Prove Compliance by Itself

AI is moving fast, and it’s tempting to believe it can automate software governance end to end. But compliance and security aren’t probabilistic problems. They don’t accept “close enough.” They don’t accept summaries. They can’t tolerate hallucinations. Governance depends on facts. Irrefutable, provable evidence of how systems actually changed.

Cloud sovereignty vs. Cloud innovation: Why India doesn't have to choose

As we witness the rise of AI, the need for sovereignty is no longer optional. For organizations deploying larger models with access to sensitive data, it is a requirement. Research has shown concerns around sovereignty ‘hindering innovation’ and having ‘knock-on consequences for innovation’. We don’t see it that way. Sovereignty isn’t a trade-off for innovation; in fact, for India to scale securely, the two must work in tandem.

Governance Doesn't Stop at Deploy

Most governance models focus on what happens before production. Approvals. Tickets. Change records. But software delivery doesn’t end at deploy. Runtime is where change management is validated. It’s where systems prove whether controls actually work and where risk becomes real. If governance stops at deployment, you’re not managing change. You’re managing intent. In this video, Mike Long (CEO & Co-founder, Kosli) explains why runtime is the true source of control, why approvals alone don’t reduce risk, and how modern teams build governance that reflects reality, not paperwork.

Sustainable, high-velocity modern pipelines with GitHub, Octopus, and Arm-based AWS Graviton

Modern software teams are under pressure to deliver faster, more reliably, and with improved cost efficiency. In this webinar, experts from GitHub, Octopus Deploy, Arm, and AWS will share insights on how to combine these technologies into a powerful end-to-end pipeline that achieves all three goals.

Stop Flying Blind: Synthetic Monitoring, Host heat-maps, and Process-Level Visibility

January 2026 Release Here's a dirty secret about observability: most teams find out about outages from their customers. Not from their dashboards. Not from their alerts. From angry tweets and support tickets. The excuse is always the same: "We have metrics! We have dashboards! We even have that AI thing now!" And yet, somehow, your checkout endpoint has been returning 502s for forty-five minutes and you're learning about it from the VP of Sales who just got off a call with your biggest customer.