Pink Signal — Tatiana Mikhaleva cover

Podcast

Pink Signal

Signal over the noise of DevOps and AI — narrated in my own voice.

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.

  • Docker Captain
  • CNCF Ambassador
  • AWS Community Builder

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Episodes 11

  1. Abstract pink 3D render of a glowing AI agent core held inside a translucent six-sided protective cage, a six-segment ring of light cycling around it on a dark magenta background, a visual metaphor for securing an AI agent through a six-phase lifecycle
    How to Secure AI Agents in Production: IBM's Six-Phase Framework

    Jun 16, 2026

    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.

  2. Layered architecture diagram showing intelligence on top and control underneath — watsonx Orchestrate, ADLC, MCP Servers, Sentinel, Vault stacked as a cage around an AI agent
    Your AI Agent Doesn't Need a Better Prompt. It Needs a Ceiling

    May 30, 2026

    A prompt is not a security control. It's a wish. The Vault → Sentinel → MCP → ADLC → watsonx Orchestrate stack that gives AI agents a hard ceiling — and why IBM consolidating HashiCorp made the whole thing boring, in the best possible way.

  3. Abstract cloud-native infrastructure diagram with a highlighted bridge symbolizing feature flagging as the gateway between mainstream and advanced engineering tiers
    CNCF Q1 2026 Report — Why Feature Flagging Is the Hidden Gateway to Cloud Native Maturity

    May 16, 2026

    CNCF Q1 2026 cloud native report analysis. Why feature flagging is the bridge from mainstream to advanced engineering practice, with exclusive commentary from the report's author.

  4. Laptop and phone on a desk at night, glowing alert dashboard in the background
    AI SRE Joined My On-Call — A Beginner-Friendly Walkthrough of Rootly

    May 12, 2026

    What an AI SRE actually does on call. A hands-on walkthrough of Rootly — how it observes, advises, and (when you let it) acts. With a real look at the four-level trust model.

  5. Closed silver MacBook sitting on a white fluffy fur throw beside a snowy window, with soft winter morning light filtering through bare branches and evergreens outside
    Kubernetes Is No Longer Number One — The REAL 2025 Cloud Native Report (CNCF x SlashData)

    Nov 30, 2025

    Kubernetes is no longer number one. The 2025 CNCF x SlashData report reveals the real cloud-native trends — backend growth, DevOps adoption, AI gaps, and the technologies developers actually use.

  6. Open MacBook on a wooden monitor riser showing a California coast wallpaper, with a blush-pink leather deskmat, white keyboard, headphones with a camera, and a monstera plant arranged around it
    Docker MCP - How GPT Agents Now Use Slack, GitHub, Stripe & More

    Jun 9, 2025

    Learn how Docker and MCP let GPT agents use tools like Slack, GitHub, and Stripe — turning AI from smart talkers into real-world doers.

  7. Microsoft Surface Laptop showing a 'Geometric Architecture' magazine layout on a round marble table beside an amber soy candle, a beige speckled ceramic mug, biscuits on a plate, and tortoiseshell glasses resting on a closed book
    Best CI/CD Tool in 2025? GitHub Actions vs GitLab CI vs Argo Workflows

    May 11, 2025

    Compare GitHub Actions, GitLab CI, and Argo Workflows in 2025 — and find out which CI/CD tool best fits your team and pipeline.

  8. Sunny wooden desk with a 27-inch iMac showing a mountain landscape 'Work Hard Anywhere' wallpaper, a smaller MacBook Pro displaying an analytics dashboard, a white water bottle, a succulent, and a brass desk lamp
    How Generative AI Actually Understands You

    Apr 28, 2025

    Discover how generative AI understands text, images, video, and sound — explained simply with real examples of tokens, chunks, and embeddings.

  9. Pink iMac M1 on a blush leather deskmat with a marble-swirl wallpaper, white Magic Keyboard and trackpad, a white textured vase, a marble pot with succulent, and dried pampas grass plumes
    Is Kubernetes Overkill? Why You Probably Don't Need It

    Apr 19, 2025

    Is Kubernetes overkill for your app? Learn when it adds complexity, when it's worth it, and which simpler, scalable alternatives might fit better.

  10. Overhead shot of a woman in pink loungewear sitting cross-legged on a white bed with a MacBook Air on her lap and a latte with floral foam art in her hand
    How AI Learns — and Where It's Actually Used

    Apr 7, 2025

    How AI learns (supervised, unsupervised, reinforcement) — explained simply, with real-life examples you'll actually relate to.