Vibe Coding Isn’t Bad, You Are

Most startups now splash AI on to all their marketing. AI is not your product. AI itself does not deliver business value. Unless you are a frontier lab, AI is nothing more than a tool in your stack.
Your AI Product Is Not A Real Business

Most startups now splash AI on to all their marketing. AI is not your product. AI itself does not deliver business value. Unless you are a frontier lab, AI is nothing more than a tool in your stack.
How many Rs are there really in strawberry?

How many Rs are there in the word strawberry? AI can’t tell you. Apparently. You’ve all seen it. Screenshots, Reddit threads, smug tweets.
Part 2: AI context in the real-world

Learn to manage AI context with trimming, rolling, compaction, and memory strategies to boost performance and reduce costs.
Part 1: Managing your AI context in real apps

Learn how to manage AI context in real applications using trimming, rolling context, compaction, and memory strategies to improve performance and reduce cost.
From ScrumBuddy to Brunelly: Bad Requirements Are Still Killing Software Projects

From ScrumBuddy to Brunelly: Why bad requirements still break software and how structured, AI-driven workflows turn ideas into successful products.
I Built a Compiler in Five Days with Claude AI

This exercise was both for fun and a necessity. The orchestration system powering Brunelly, my AI tool, had gotten messy.
Why I Put Claude in Jail and Let Him Code Anyway
AI vibe coding is fun but chaotic. Here’s how I built a containerized orchestration system that turned Claude AI code generation into secure, production-ready workflows.
The Censor Behind the Curtain: The Hidden Orchestration Behind ChatGPT5

There’s another side to GPT5 that has bigger consequences: censorship, fact-checking, and how the system decides what you see.