Tatiana Mikhaleva

@DevOpsPink
69 Followers
2 Following
219 Posts
Principal DevRel | Founder @ DevOps.Pink 🎀
Architecting DX.
🐳 Docker Captain
⚡ IBM Champion
☁️ AWS Community Builder
🏆 Ambassador: CNCF • Cypress • GitKraken • Notion • Platform Engineering

A prompt is not a security control. It's a wish.

You can write "never touch production" into your AI agent's prompt all you want. It's probabilistic - one day it ignores you anyway.

The fix isn't a smarter prompt. It's the system around the agent: how you plan it, test it, deploy it, and watch it run.

I walked through the IBM × Anthropic framework - six phases, plain language:

https://youtu.be/fGKTfOGute8

#AIAgents #AgenticAI #PlatformEngineering

Re-elected as a Docker Captain for 2026. 💖

The title isn’t the point - the work is: early-access testing on MCP Toolkit, Model Runner & Sandboxes, the videos, and a community I learn from every week.

Built different. Built pink - not just a tagline, it’s how I work: real technical depth, in my own voice.

Thank you, Docker, and to this community for being the reason it’s worth doing. 💙🐳

#DockerCaptain #Docker #DevOpsPink #Containerization #WomenInTech

A prompt is not a security control. It’s a wish.

You can write “never touch production” into your AI agent’s prompt all you want - it’s probabilistic, so one day it ignores you anyway.

The fix is a boundary the agent physically can’t cross: a hard ceiling on identity (Vault), policy-as-code that rejects bad plans (Sentinel), a governed way to act (MCP).

IBM just consolidated the whole stack - the cage already exists.

https://devops.pink/ai-agent-needs-a-ceiling-not-a-better-prompt/

#AIAgents #AgenticAI #DevSecOps #AISecurity

Your AI Agent Doesn't Need a Better Prompt. It Needs a Ceiling | DevOps.Pink

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.

DevOps.Pink
@fernsehmuell Me: «I should sandbox this AI.»
Also me 5 minutes later: inserts stick into wheel just to see what happens 🤣

Your AI agent is tired of dry terminal logs. It wants your phone.📱

Meet MobAI-MCP - a server that gives Claude virtual fingers. The agent natively swipes and taps iOS and Android interfaces (emulators or real devices).

🔥 Pros: It flies. Parses the UI in 0.5s instead of 5s. Runs strictly locally (zero cloud leaks).
🫠 Cons: The model gets full control over the device.

https://github.com/MobAI-App/mobai-mcp

#DevOps #AiAgents #OpenSource #MobileTesting #Automation

GitHub - MobAI-App/mobai-mcp

Contribute to MobAI-App/mobai-mcp development by creating an account on GitHub.

GitHub

Just published on the official Docker blog: "The Untrusted Autonomous Workload" by my partner @heyvaldemar (fellow Docker Captain).

What stood out for me as a DA: the section on what microVMs can't protect against. The workspace is shared by design, and the piece walks through what that means concretely. Honest security architecture writing is rare.

https://www.docker.com/blog/untrusted-autonomous-workload-ai-sandboxes/

#DockerSandboxes #AIAgents #DevRel #DevSecOps #MicroVMs

The Untrusted Autonomous Workload and AI Sandboxes | Docker

Learn why AI coding agents need stronger isolation, how Docker Sandboxes use microVMs, and what secure autonomous workloads require.

Docker

Only 6-7% of teams reach the "advanced" cloud native tier.

I assumed it took more Kubernetes, service mesh, the hard stuff.

The CNCF Q1 2026 data proved me wrong. The actual bridge? Feature flagging - and the report explains exactly why it works.

I also got the author's take on why nobody saw it coming.

https://devops.pink/cncf-q1-2026-feature-flagging-cloud-native-maturity/

#CloudNative #CNCF #DevOps #Kubernetes

CNCF Q1 2026 Report — Why Feature Flagging Is the Hidden Gateway to Cloud Native Maturity | DevOps.Pink

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.

DevOps.Pink

🤖 Half your codebase was written by AI.
👤 The other half by someone who left two years ago.

Guess who's on-call when it breaks.

New video on Rootly AI SRE - the partner that's got your back when prod goes down.

🎬 https://youtu.be/79dXxpiFQtY

#DevOps #SRE #IncidentResponse #AI #OnCall

Google: 75% of new code is now AI-generated.

18 months ago it was 25%.

The software engineer is no longer the author - they're the editor. Same name tag, different job.
But we're still paid like authors.
Don't blow our cover. 🤫

https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/cloud-next-2026-sundar-pichai/

#AI #SoftwareEngineering #Tech #DevOps

Want to let AI agents go full YOLO mode without risking your host? 🚀

See how Docker solves the isolation problem with Docker Sandboxes. Lightweight microVMs keep your system completely safe.🛡️

Watch here (and see who chewed my hat 🐶):
https://youtu.be/PVjuMgjr0CU

#AI #docker