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AI just broke half of DevOps. Here's what actually works
April 16, 2026
(Haz scroll para leerlo en español) Hey, The DevOps Handbook turns 10 this year. Most teams never really lived its principles. Now AI promises to finally...
The first 20 minutes of a new project with Claude are the most dangerous
April 9, 2026
Hi 👋 (scroll abajo para Español) Quick story before the article. Last month I started a fresh project with Claude. No CLAUDE.md, no hooks, no context — just...
ATLAS + GOTCHA vs Spec-Driven Development (+ the blog is now in Spanish)
April 3, 2026
Hey, Two updates this week. New article: ATLAS + GOTCHA vs SDD Spec-Driven Development is everywhere right now. GitHub launched spec-kit, Amazon shipped...
Fixed link — The Reference Architecture
March 26, 2026
Hey, Sorry about that — the link in the previous email was wrong. Here's the correct one: https://blog.victorz.cloud/blog/idp-08-reference-architecture Victor
The complete map — AI-Native IDP reference architecture
March 26, 2026
Hey, We read seven articles. Six AI plugins. One .NET service. One Backstage portal. Today you get the complete picture. Article 8 is the reference...
40 minutes of investigation in 8 seconds
March 25, 2026
Hey, Article 7 of the AI-Native IDP series is live: AI-Assisted Incident Response At 3am the invoice-api returns 500 errors. The on-call engineer opens the...
Your AI platform is a black box — let's fix that
March 24, 2026
Hey, Article 6 of the AI-Native IDP series is live: The AI Governance Dashboard You've added AI to catalog enrichment, scaffolding, code review, and doc...
Your AI can't answer "what's our retry policy?"
March 23, 2026
Hey, Article 5 of the AI-Native IDP series is live: TechDocs RAG — AI That Reads Your Docs Your AI assistant can write code. But ask it "what's our retry...
Your code reviewer doesn't know your architecture
March 22, 2026
Hey, Article 4 of the AI-Native IDP series is live: The AI Code Review Plugin Most code reviewers see a diff. They don't see that this service uses the...
One template to rule them all
March 22, 2026
Hey, Article 3 of the AI-Native IDP series is live: AI-Powered Software Templates Static templates generate the same project every time. You end up with 20...
Your catalog is lying to you — here's how to fix it
March 20, 2026
Hey, Article 2 of the AI-Native IDP series is live: Teaching Your Catalog to Think Your service catalog is wrong. Not because someone made a mistake —...
New series: Why Your IDP Doesn't Help
March 19, 2026
Hey, I'm starting a new series: AI-Native IDP — building an Internal Developer Platform where AI is the engine, not a feature. The first article is live: Why...
Correction — here's the actual link (sorry!)
March 18, 2026
Hi, Quick fix — the link in the previous email was wrong. Here's the correct one: "Your 90-Day Roadmap: From Developer to ATLAS...
The ATLAS + GOTCHA series is complete — here's your 90-day plan
March 18, 2026
Hi, The final article of the ATLAS + GOTCHA series is live. "Your 90-Day Roadmap: From Developer to ATLAS Architect" It includes: A self-assessment to know...
The 10 mistakes that break AI-assisted development at scale
March 13, 2026
Hey, You've seen how ATLAS + GOTCHA works on a single API and a single pipeline. But what happens when the project grows? When you go from one service to...
Your code works. Your pipeline doesn't protect it.
March 11, 2026
Hey, New article on the blog: Hands-On: A Production CI/CD Pipeline with Security Scanning. Most pipelines do build → test → deploy. That's fine until a...
Article 5 is out — let's build something
March 10, 2026
Hey, Four articles of theory. Today we build. Article 5 is a full hands-on — a users API with PostgreSQL, JWT, and .NET, deployed to Kubernetes. We run ATLAS...
How ATLAS and GOTCHA fit together (with the master prompt template)
March 9, 2026
Hey, First of all, apologies, I sent the last email duplicated. Article 4 is out — this one closes the loop on the two frameworks. You've seen ATLAS (the...
GOTCHA: The 6 Layers That Make AI Think
March 9, 2026
Hey, Article 3 is out — this time we go deep into GOTCHA, the framework that turns your thinking into AI instructions. You know ATLAS from Article 2 — the...
GOTCHA: The 6 Layers That Make AI Think
March 5, 2026
Hey, Article 3 is out — this time we go deep into GOTCHA, the framework that turns your thinking into AI instructions. You know ATLAS from Article 2 — the...
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