AI, without the hype. Without the homework.
A normal person's questions about AI deserve normal answers. What should I try first? What is worth my time? How do I actually use this in my work and life?
No course to sell, no framework to push, no five-step funnel. Just hand-built browser tools and honest field notes, so anyone a few steps behind me can skip the same wrong turns. If you have ever felt that AI was either over-sold to you or written above your head, you belong here.
- Readers 2,600+ and growing
- Years in tech 20+ in SDLC and Consultant roles
- Posts published 20 and counting
- Utility runs 220+ across the site
Hand-built utilities, free to use.
Small, focused, browser-only. No install, no signup wall - continue with your existing Google account once and the toolkit is yours.
Turn a one-line idea into a model-ready prompt.
Role / Objective / Background / Data - the framework that pulls precise answers out of any chat model. Free with a Google sign-in, 5 generations a day.
- Structured CO-STAR output
- Attachment-aware
- JSON or plain-text export
AI Jargon Buster
One-paragraph plain-English explanation of any AI term, with a real-world analogy.
Open →Meeting Summarizer
Drop in raw notes; get decisions, action items, and owners - in the format your stand-up actually wants.
Open →Latest posts.
Field notes from a working professional learning AI in the open - honest, sourced, written in his own voice.
I thought the policy was enough. The guardrail proved otherwise.
AI guardrails are not a safety filter - they are the architecture that makes responsible AI governance execute in code. Here is what the layers consist of.
I read that transcript three times. AI saw what I missed.
AI is trained to agree with you. Five prompting techniques turn it into an AI devil's advocate that surfaces your blind spots before decisions land.
Those sleepless debug nights built me. AI skips them.
AI coding tools lift junior developer output. The code comprehension they never build through struggle is what breaks teams when production fails.
A toolkit and a point of view.
Who's behind this
Twenty years in software - development, QA, and now Consulting - learning AI in public.
Read about →Tools for AI aspirants
Small, focused web tools - continue with your Google account once to start using them.
Open utilities →Field notes on AI
Long-form posts from a working professional learning AI in the open - honest, sourced, written in his own voice.
Read posts →