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

Settle Your QA Debt Before the Bugs Start Breaking Kneecaps

In Part One, we discussed how QA debt builds silently over time — causing slower releases, late-night firefights, and unpredictable test cycles. The next step is understanding how much debt you have and where it hides. This post goes deeper into measuring QA debt — what to track, how to collect data, and how to use those insights to create a sustainable plan for improvement.

Data Sovereignty + AI: How Civo's New Cloud Gives You Full Control

We spot the tipping point: AI is reshaping every industry and data has become the new oil. From law firms to pharma labs, SaaS stacks to even a secret chicken recipe, today’s most valuable info is trapped in a handful of hyperscalers with almost no governance. Our UK‑based survey of 1,000 IT leaders shows the pressure is real. Most are ready to abandon big‑tech for true control and sovereignty. Civo’s answer is a new kind of cloud: built from the ground up, 100 % data‑sovereignty, and designed for more value, simplicity, and flexibility.

BygoneSSL and the certificate that wouldn't die

Turns out the scariest thing about SSL certificates isn’t when they expire. It’s when they don’t. I wrote about the CA/Browser fight that led to the 47-day certificate mandate. CAs crying about lost revenue, browsers flexing their root program authority, enterprises stuck in the middle. But nobody talks about the security research that started it all: BygoneSSL at DEFCON 2018. Two researchers mining Certificate Transparency logs found something surprising.

Automate CockroachDB Schema Changes with Harness Database DevOps

Harness Database DevOps now supports CockroachDB, bringing CI/CD automation to distributed SQL databases. Teams can manage schema changes through Git-driven workflows for consistency, traceability, and rollback safety. This integration simplifies multi-environment deployments, reduces human error, and accelerates database delivery.

Chargeback Vs. Showback: Choosing The Right Cost Allocation Model For FinOps

One of the most challenging aspects of running a SaaS business is dealing with highly variable costs. Every service you provide needs resources, and the demand for those resources fluctuates. Just when you think you’ve got this quarter’s budget nailed down, an engineer makes a restructuring decision or a new feature launch exceeds expectations (or falls flat). Suddenly, your bill looks totally different than what you were expecting.

Shadow AI on Trial: The Phantom Threat to Compliance

Every law firm I meet can explain its information security policy in minutes. Far fewer can tell me which AI tools their staff actually used last week, and what data those tools touched. That gap is where Shadow AI sits, such as unsanctioned, unmonitored use of generative AI slips in. It promises speed, but it quietly creates exposure: confidentiality breaches, weak auditability, and a risk to governance when the regulator (or a client’s GC) asks hard questions.

AI Chief of Staff for Engineering Leaders

Meet Cortex’s AI Chief of Staff, your new strategic partner for engineering leadership. This isn’t just another dashboard. It’s an intelligent advisor that connects your engineering data, scorecards, and DORA metrics to give you real-time, actionable insights. What you'll learn in this video: Cortex’s AI Chief of Staff brings clarity and confidence to decision-making, helping leaders transform meetings into strategic, data-driven conversations that drive continuous improvement.

How Cortex brings visibility, governance, and self-service to Kubernetes operations

Platform teams handle cluster provisioning manually because it requires oversight. A product team needs a cluster, so they submit a request. Someone reviews the configuration, provisions it through the cloud provider, waits for it to spin up, and sends back access details. Two days later, the cluster is ready. The delay is intentional. Without review, teams provision oversized clusters that blow budgets, misconfigure networking, or deploy in the wrong regions.

The hidden costs of "free" cloud credits: A wake-up call for businesses

To read the full findings from this research, visit our whitepaper "Decoding Cloud Credits" by clicking here. The allure of "free" cloud credits can be tempting, but beneath the surface lies a complex web of risks and consequences that can ultimately lock businesses into costly and restrictive cloud ecosystems. Our latest whitepaper, "Decoding Cloud Credits", explores the true costs of these promotional offers and the implications for businesses.

Integration & Data Ingestion: Strengthening AIOps Observability

Large enterprises face the challenge of managing high-volume, very diverse data streams that span both legacy and modern, digital systems and applications. To gain timely, accurate insight across this kind of complexity, IT teams need observability platforms that can do more than just monitor - they must also unify, contextualize and enrich data so teams can act effectively to protect the availability of the services their customers rely on.