DevOps, cloud-native, and the agentic-AI shift — the signal worth keeping when the machines automate the rest. Every episode is a full essay from devops.pink, narrated by Docker Captain Tatiana Mikhaleva in her own voice.
I Told My AI Agent It Was Read-Only. The Audit Log Said 25 Writes
An AI agent skill told to work read-only made 25 changes to a database and reported none of them. Why a rule in prose does not hold, and what held instead.
30 Jul 2026
The Terminal Was Never the Point: Managing Parallel AI Coding Agents
Claude Code, Codex, and Copilot agents now edit your repo in parallel, and a terminal shows one at a time. Why visual Git tooling became the control tower.
25 Jul 2026
The Runbook You Didn't Write Is Already Running in Production
Your vendor's opinion of how to run their product now ships as an executable AI agent skill. Six places it breaks in production, and six questions to ask first.
17 Jul 2026
The Industry Is Hiring DevRel for Yesterday
Developer Relations builds the AI future, then hires its advocates with 2012 HR scripts. Eight symptoms of DevRel hiring broken by fear, and the fix.
16 Jun 2026
How to Secure AI Agents in Production: IBM's Six-Phase Framework
Teams secure AI agents like normal software, and production breaks. Here's IBM and Anthropic's six-phase framework for securing them, phase by phase.
30 May 2026
Your AI Agent Doesn't Need a Better Prompt. It Needs a Ceiling
A prompt is not a security control. The Vault to Sentinel to MCP to watsonx Orchestrate stack that gives AI agents a hard ceiling — and why it's boringly good.
16 May 2026
CNCF Q1 2026 Report — Why Feature Flagging Is the Hidden Gateway to Cloud Native Maturity
CNCF Q1 2026 cloud native report analysis — why feature flagging is the bridge from mainstream to advanced practice, with commentary from the author.
12 May 2026
AI SRE Joined My On-Call — A Beginner-Friendly Walkthrough of Rootly
What an AI SRE actually does on call — a hands-on walkthrough of Rootly: how it observes, advises, and acts, with its four-level trust model.
30 Nov 2025
Kubernetes Is No Longer Number One — The REAL 2025 Cloud Native Report (CNCF x SlashData)
Kubernetes is no longer #1. The 2025 CNCF x SlashData report on the real cloud-native trends — backend growth, DevOps adoption, and the AI gaps.
9 Jun 2025
Docker MCP - How GPT Agents Now Use Slack, GitHub, Stripe & More
Learn how Docker and MCP let GPT agents use tools like Slack, GitHub, and Stripe — turning AI from smart talkers into real-world doers.
11 May 2025
Best CI/CD Tool in 2025? GitHub Actions vs GitLab CI vs Argo Workflows
Compare GitHub Actions, GitLab CI, and Argo Workflows in 2025 — and find out which CI/CD tool best fits your team and pipeline.
28 Apr 2025
How Generative AI Actually Understands You
Discover how generative AI understands text, images, video, and sound — explained simply with real examples of tokens, chunks, and embeddings.
19 Apr 2025
Is Kubernetes Overkill? Why You Probably Don't Need It
Is Kubernetes overkill for your app? Learn when it adds complexity, when it's worth it, and which simpler, scalable alternatives might fit better.
7 Apr 2025
How AI Learns — and Where It's Actually Used
How AI learns (supervised, unsupervised, reinforcement) — explained simply, with real-life examples you'll actually relate to.
31 Mar 2025
AI for Beginners - How It Works, Learns, and Makes Decisions
Simple guide to AI and machine learning for beginners. Learn how it works with clear explanations and easy-to-understand examples.
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