I Ran 20 AI Coding Tools for a Month. Four Earned a Place in My Workflow.
Most AI tools are demos with a subscription attached. The four that survived actually changed how I ship — here's the bar they had to clear.
Most AI tools are demos with a subscription attached. The four that survived actually changed how I ship — here's the bar they had to clear.
Self-hosting is sold as freedom and billed as time. Here's the real cost, the real savings, and where I'd tell you not to bother.
Seven things that mattered, five that didn't, and the salary conversation nobody prepares you for.
Building in public isn't a growth hack. Six months in, here's what brought clients, what brought nothing, and the metrics I stopped caring about.
Five outages, five root causes, and the lessons that stuck because they cost real money at 2am.
Building alone has a public face and a private one. This is the private one — the flat weeks, the doubt, and the things that actually helped.
A billboard intelligence map for the UAE and a gamified personal dashboard, documented while they are still unfinished, plus the open-source projects they share a habit with.
Five years as a one-person consultancy in the UAE and Saudi Arabia: scoping, pricing outcomes, procurement timelines, and saying no early.
How a CV actually travels through ATS parsing, recruiter skimming, and agency reformatting in the Gulf market, and the specific changes that get more interviews.
Streaming speech recognition, LLM translation, speech synthesis, and directional audio inside a single sub-two-second budget, with the tradeoffs that come with it.