#104 - When AI Coding Gets 10x More Expensive

Why would a security improvement break a working deployment? Andrey questions the operational cost of GitHub’s OIDC change, while Mattias explains how repository renames can break AWS access. The hosts share a real incident involving a blocked account and discuss how to prepare for the change.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

What changed in Docker while everyone was watching AI? The hosts review BuildKit, Buildx, security features, provenance, and the updates practitioners should know.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

Are AI tools making software safer, or creating an endless patching treadmill? Mattias, Andrey, and Paulina discuss Dependabot, human review, and why teams should assume their software is already vulnerable.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

CI changed how teams integrate code, but its core promise remains the same: integrate often and keep the mainline green. Andrey and Paulina trace its history and examine how Git, merge queues, and modern pipelines changed the mechanics.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

This is a lighter summer episode about building things for yourself. The hosts talk personal projects, fitness data, AI agents, and the honest gap between having a smart plan and doing the work.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

Are European LLMs good enough to protect company data without sacrificing capability? Pawel Piwosz, Filipe Berti, and Mark Shine discuss sovereignty, self-hosting costs, compliance, and the tooling Europe still needs.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

Is flat-rate AI coding coming to an end? Mattias, Paulina, and Andrey discuss Copilot’s token billing, runaway API costs, and why an expensive model can sometimes be the cheaper choice.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

Mark Shine, Pawel Piwosz, and Filipe Berti discuss why the default choice of AWS, Azure, or GCP is no longer automatic for every team. The conversation covers cost, managed services, open source, AI workloads, and what European cloud providers can offer instead.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

What happens when AI can turn patches into exploits in hours? The hosts discuss why the 90-day disclosure window is breaking, what Mythos Preview changes, and why shipping vulnerable code is becoming more expensive.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel

Six years after the podcast first covered infrastructure as code, what still holds up and what does not? The hosts revisit IaC through a 2026 lens: platform teams shipping secure-by-default modules, stacks becoming standard, GitOps making more sense for Kubernetes, and AI raising new questions instead of removing old ones. It is a practical look at where infra tooling is heading and what teams should stop assuming.  We are always happy to answer any questions, hear suggestions for new episodes, or hear from you, our listeners. DevSecOps Talks podcast LinkedIn page DevSecOps Talks podcast website DevSecOps Talks podcast YouTube channel