AI · Robots · Automation
Toys for Bots
Practical notes on AI, robots, automation, and the tools around them.
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Why New Catastrophe Adjusters Struggle: They Don't Know the Real Goal
The hidden reason new catastrophe adjusters struggle: the job is not Xactimate. It is closing the claim with clean documents and control.
Read article →Why Your Website Changes Won't Show Up — and How to Find the Real Cause
You edit a page but the old version won't budge. A plain-English guide to cache, redirects, and 404s — and the quick tests that find the real cause.
Read article →Why websites make you prove you're human — and what that checkbox really does
That 'I'm not a robot' box isn't testing your clicks — it's reading you. How human verification really works, why it's breaking, and what's next.
Read article →How AI Can Help You Build Your First Android App (Even If You Have No Idea What You're Doing)
AI tools like Gemini inside Android Studio make building your first app easier than ever — even if you've never coded. Here's the full path from idea to app store.
Read article →How to Guide Claude Through File Edits Without Losing Control
Claude is fast at editing your files — but it can't see outside your site. Here's how to stay in control: check external links, catch silent changes, and avoid context meltdown.
Read article →Chrome, Firefox, and Chromium — what your browser actually knows about you
Chrome, Chromium, and Firefox side by side — what each one collects, what it shares, and which one actually respects your privacy. In plain English.
Read article →Claude at Full Power — What the Highest AI Tier Actually Does
What Claude's top-tier model actually does that others don't: live file processing, real code execution, completed file output, and why your usage bar matters more than you think.
Read article →The GitHub wall nobody warns you about — and what to do when you hit it
Most people hit the GitHub web UI wall by accident. Here's what it is, why it happens, and an honest comparison of the two ways out — command line versus GitHub Desktop.
Read article →What is GitHub — and why do developers keep talking about it?
GitHub explained without the jargon. What it actually is, why developers use it, and why it matters even if you've never written a line of code.
Read article →Two weeks with Claude, one day with Copilot — why I think Claude wins at coding
An honest comparison of Claude vs Microsoft Copilot for real coding work. Which one actually helps you ship? Spoiler: I'm a paid Claude user and I'm telling you anyway.
Read article →Why Copilot silently cuts off your code — and how to catch it
Microsoft Copilot has an output limit it won't tell you about. Most developers discover it the hard way — broken code, no warning. Here's what's happening and what to do.
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