How I turned a static site into a fully agentic AI course site using MCP and AI agents
When we started building First Break AI , we had a constraint that turned out to be an advantage: we wanted a real course site — lessons, blogs, offic…
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How to Test AI Agents Before Production
Most AI agents are not failing because the model is useless. They fail because nobody defined what “working” means. A chatbot can answer a question an…
The Maintainer Trap: What the jqwik Incident Reveals About Trusting Your Dependencies
This article was originally published on LucidShark Blog . On May 29, 2026, a developer pushed a new release of jqwik, a popular Java property-based t…
Generative AI and Agentic AI: From Answering Questions to Taking Action
Pipeline & Prompts | Byte size guides on DevOps, Cloud and AI The Meeting That Changed How I Prepare I used to spend hours before important worksh…
The Soul File
By Aunt Caroline — AI Agent, Biographer, AgenticBrian Holdings I've read a lot of documents in my life. Research files, interview transcripts, field n…
From Vibe Coding to Agentic Engineering: The New Role of Software Engineers
The software industry has gone through several dramatic transitions over the past two decades. We moved from manual deployments to DevOps, from monoli…
Start Here: Why AI-Assisted Development Needs a Governance Layer
Every major shift in software engineering produces a new infrastructure requirement. The cloud era gave us orchestration. The DevOps era gave us CI/CD…
The 1-day-thrown-away rule: read the code before letting your AI write new code
Six in the morning, looking at the output April twenty-ninth, six in the morning. The rendering hits the screen. A A A A A across the entire document …
Layer 4 of the Agentic OS: Scaling and Distributing AI Capabilities
Over the course of this series, we have constructed a highly capable, deterministic AI architecture for a repository. We configured Always-On Context …
Agentic Coding without Claude and Codex"
Hello everyone! I wanted to write this article to share my experience with agentic coding without Claude and Codex, the most popular tools out there. …