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

Cortex | Workflows Run API

Cortex Workflows can now be triggered externally via the Workflows Run API (beta). In this video, Solutions Architect Jeff Schnitter walks through how to trigger a workflow from the Cortex CLI, pass context via a JSON file, and run synchronously or asynchronously. Requires CLI v1.15.0+ and the "runnable via API" toggle enabled on the workflow. To enable the Workflows Run API in your workspace, contact your CSM.

Can DevOps work in regulated industries?

Cortex co-founder and CTO Ganesh Datta sits down with Matt Bailey, DevOps consultant and founder of Merge Ready. Matt shares lessons from helping large regulated organizations in finance, healthcare, and government transform their DevOps practices, and explains why DevOps is an outcome rather than a toolchain.

How a unified data model improves feature flag rollout decisions

Consolidation is reshaping the experimentation and feature management landscape. Tools are merging, and partnerships are being repackaged as platforms. But marketing a unified experience is not the same as building one. Right now, engineering leaders and product managers are reassessing whether the tools they depend on are built for the long term. It’s irrelevant which vendor has the most products.

I thought I invented this. Then I opened TikTok

The video was a product manager who claimed she worked at Netflix. (Her claim, not mine. I have no way of verifying it, and I can’t find the video now.) She was talking about how Netflix now requires every PM to vibe code a working prototype before presenting an idea to engineering. Show, don't spec. Build the thing first. I sat there for about ten seconds being mildly annoyed.

Uber blew its annual AI budget in 4 months

Uber burned through its entire annual AI budget in under 4 months. Here's what went wrong — and what every engineering org should be doing instead. The data: 80% more code is getting pushed with AI… but only 18% of AI-written code actually ships to production. That's not a productivity story. That's a spend problem. If you're scaling AI tooling without real-time monitoring and guardrails, you're Uber.

Konstruct product updates: Global resources, MCP support, and smarter permissions

May has been one of our busiest months yet for Konstruct. Across three releases, 0.5, 0.5.1, and 0.5.2, we've shipped some of the most requested platform-level changes since we launched: a unified model for sharing resources across organizations, native support for AI-driven workflows via MCP, a completely redesigned API keys experience, and a cleanup to how permissions actually work in multi-org environments. Let's walk through what shipped and why it matters.

The importance of taking the initiative (a chat with Chris Yates) | The Simple Talk Podcast

Taking the initiative. Prioritizing relationships. Doing the work nobody else wants to do. These are just some of the elements that contributed to Chris Yates’ rise from a developer to a DBA and, eventually, a Senior Vice President. As he explains to Steve Jones, “you are the CEO of your own brand.” Also in the episode: discover Chris’ thoughts on AI, the importance of community, and the one thing he’d now do differently if he were to start from scratch.

DuckDB: Not Quack Science | Ubuntu Summit 26.04

Could you process hundreds of gigabytes of data on your laptop, or tens of terabytes on a single server? DuckDB is an open source SQL database system, geared towards analytical workloads. DuckDB ships a state-of-the-art database architecture as a single package, that is available both as a command line tool and as an in-process library. Uniquely among databases, DuckDB focuses on user experience and portability, making it easy to set up almost anywhere.

IaaS cost control: how private cloud reduces enterprise cloud spend

Over the past five years, one of the most consistently tracked figures in the UK business technology sector has been the flight from public cloud. Barclays' 2021 CIO survey revealed that 43% of enterprises plan to shift workloads away from public cloud. By 2024, that had grown to 83%. Research for Pulsant in 2025 found that 87% of UK businesses planned to repatriate data away from the public cloud within the next two years.