Pink Signal — Tatiana Mikhaleva

Pink Signal — Tatiana Mikhaleva

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.

Episodes

I Told My AI Agent It Was Read-Only. The Audit Log Said 25 Writes

September 26, 2026 • 12 mins
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.
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The Terminal Was Never the Point: Managing Parallel AI Coding Agents

July 29, 2026 • 12 mins
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.
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The Runbook You Didn't Write Is Already Running in Production

July 24, 2026 • 27 mins
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.
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The Industry Is Hiring DevRel for Yesterday

July 16, 2026 • 17 mins
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.
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How to Secure AI Agents in Production: IBM's Six-Phase Framework

June 15, 2026 • 14 mins
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.
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Your AI Agent Doesn't Need a Better Prompt. It Needs a Ceiling

May 29, 2026 • 11 mins
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.
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CNCF Q1 2026 Report — Why Feature Flagging Is the Hidden Gateway to Cloud Native Maturity

May 15, 2026 • 17 mins
CNCF Q1 2026 cloud native report analysis — why feature flagging is the bridge from mainstream to advanced practice, with commentary from the author.
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AI SRE Joined My On-Call — A Beginner-Friendly Walkthrough of Rootly

May 11, 2026 • 8 mins
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.
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Kubernetes Is No Longer Number One — The REAL 2025 Cloud Native Report (CNCF x SlashData)

November 29, 2025 • 5 mins
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.
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Docker MCP - How GPT Agents Now Use Slack, GitHub, Stripe & More

June 8, 2025 • 7 mins
Learn how Docker and MCP let GPT agents use tools like Slack, GitHub, and Stripe — turning AI from smart talkers into real-world doers.
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Best CI/CD Tool in 2025? GitHub Actions vs GitLab CI vs Argo Workflows

May 10, 2025 • 7 mins
Compare GitHub Actions, GitLab CI, and Argo Workflows in 2025 — and find out which CI/CD tool best fits your team and pipeline.
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How Generative AI Actually Understands You

April 27, 2025 • 4 mins
Discover how generative AI understands text, images, video, and sound — explained simply with real examples of tokens, chunks, and embeddings.
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Is Kubernetes Overkill? Why You Probably Don't Need It

April 18, 2025 • 6 mins
Is Kubernetes overkill for your app? Learn when it adds complexity, when it's worth it, and which simpler, scalable alternatives might fit better.
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How AI Learns — and Where It's Actually Used

April 6, 2025 • 9 mins
How AI learns (supervised, unsupervised, reinforcement) — explained simply, with real-life examples you'll actually relate to.
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AI for Beginners - How It Works, Learns, and Makes Decisions

March 30, 2025 • 5 mins
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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