Beeroo Labs

Blog

Blog

When inspiration strikes. Thoughts on technology, AI, building things, and the journey of continuous learning.

№ 07AISpecsDelegationPromptingSoftware Craft

Why Does Your AI Follow Instructions Too Well?

The spec is the interface. Write a noisy one and you will get noisy output, then blame the model for reading what you wrote.

№ 06Friction LogProcess ImprovementEnvironment Design

The Friction Log: Two Weeks Later

About two weeks ago, I introduced the friction log as a tool. Here is what happened when I actually used it. Real entries, real patterns, real findings.

№ 05WritingBloggingPublic Thinking

The Return to Blogging After a Decade Away

I blogged for a decade, stopped for a decade, and came back when I realised the feeds were hollow. The tools changed. The impulse didn't.

№ 04Environment DesignSelf ImprovementSystems ThinkingConsistency

Environment Design Over Willpower

I built a system that catches my software development mistakes. Then I noticed the same patterns apply everywhere.

№ 03Practical AIAI-Assisted ProgrammingAI Development

What Have You Been Deferring?

You knew the right thing to do for years. The only thing that changed was the cost of doing it.

№ 02AI Assisted CodingCode QualityAgentic Workflow

When the Agent Codes Faster Than You Can Review

You do not need a better model. You need better habits.

№ 01Practical AIProblem-First DesignAI Development

Are We Focusing on the Wrong Layer of AI?

A practitioner's take on why most AI projects fail before they start, and what the industry keeps getting wrong about where the real value lives.