Ai

The Time Tracker, In Practice

A visual walkthrough of the self-built time tracker I replaced Toggl with, from a running timer to an emailed QuickBooks invoice.

Building Your Own AI-Ready Time Tracker

Why I replaced Toggl with a self-hosted, API-first time tracker that my AI assistant can operate end to end.

The Hidden Cost of Trusting AI Without Checking Its Work

AI is good at sounding right. That is exactly why it can be dangerous.

I use AI constantly in development work. It helps me move faster, sketch ideas sooner, and get through routine tasks with less friction. But I do not treat AI output as fact, and I do not think anyone else should either.

There is a big difference between using AI as a starting point and using it as a source of truth. That gap is where the real risk lives.

Your AI Meeting Notes Are Losing Context

AI meeting summaries compress conversations into bullet points, but downstream agents need the full transcript to produce useful output.

Using FFmpeg to Let Claude Code See a Client's Bug

How to convert a client's screen recording into sequential image frames so Claude Code can visually analyze the bug being demonstrated.