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Kubernetes Deployment Validation in Two Minutes

Kubernetes Deployment Validation in Two Minutes

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Sai Joshitha Kathari joins Alan Shimel to explain how embedding pod-readiness and workload-health checks in Jenkins reduced her Kubernetes deployment ...
Kubernetes and AI Put FinOps Cost Allocation to the Test

Kubernetes and AI Put FinOps Cost Allocation to the Test

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Yasmin Rajabi joins Alan Shimel to examine accurate Kubernetes chargeback, the cost of AI agents and GPUs, and the controls ...

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AI Site Reliability Engineers are moving from monitoring and diagnostics into autonomous production recovery. They promise faster incident response, fewer outages and less operational toil. But as AI agents begin making critical infrastructure decisions, SRE teams face a new challenge: Ensuring automation doesn't become a bigger threat than the failures it's designed to fix. [...]

A new Apiiro investigation reveals how Claude Code's "don't ask again" command approvals can inadvertently expose sensitive credentials in GitHub repositories. Researchers identified 2,539 distinct secrets across 1,994 repositories, including database passwords, API keys and SSH credentials. The findings highlight a growing security blind spot as AI coding agents quietly turn developer convenience into persistent security policy. [...]

OpenAI has rebuilt the Git infrastructure behind its monorepo to handle the explosive growth in activity driven by Codex coding agents. Its new Rust-based backend, Pando, reduces median push latency by approximately 80% while moving nearly a petabyte of Git data daily. The project highlights why DevOps teams must rethink infrastructure designed for human developers as autonomous agents reshape software delivery. [...]