AI · Robots · Automation
Toys for Bots
Practical notes on AI, robots, automation, and the tools around them.
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Local Large Language Models (LLMs) Are Finally Boring Enough To Use
A practical 2026 guide to local LLMs: what to run on your machine, when to use cloud AI, and how to choose tools.
Read article →SearXNG Is The Search Layer Your AI Workflow Is Missing
How SearXNG can give AI research workflows a cleaner, more private, more controllable search layer.
Read article →Best Operating System for Developers in 2026: Mac vs Windows vs Linux
Mac vs Windows vs Linux for developers in 2026: strengths, pain points, and which OS fits web, app, AI, and power users.
Read article →Virginia’s Location Data Ban Is a Warning Shot for Apps
Virginia banned sales of precise geolocation data. Here is what app makers and privacy-conscious users should understand.
Read article →Why Macs Suck for Power Users: The Bugs We Learned to Ignore
Macs feel polished until power users hit Finder, Xcode, permissions, Gatekeeper, and hidden Apple layers. Here is why macOS drives developers mad.
Read article →X402 Payments Are The Web’s New Toll Booth
Cloudflare’s x402 gateway could make paid APIs, datasets, and agent tools work per request. Useful, risky, and very early.
Read article →AI Coding Agents Need A Network Receipt
AI coding agents can edit your repo and call APIs. They should show exactly what leaves your machine.
Read article →AI-Written Pull Requests Need a Paper Trail
A practical policy for accepting AI-assisted code without turning every pull request into a provenance mess.
Read article →The Death of the AI Markup: Why BYOK Is the Future of Business Software
Business owners are suffering from AI subscription fatigue. Here is how Bring Your Own Key (BYOK) models are eliminating the massive 95% middleman SaaS markup.
Read article →Google Turned On Passkeys Without Asking. Here's How to Clean Up the Mess.
Google silently created passkeys on your old Android phones. Here is why your login broke and the exact steps to fix it.
Read article →Which AI Should You Use? A Plain-English Guide to Picking the Right One
ChatGPT, Claude, Gemini, Copilot, Perplexity, Grok and DeepSeek compared honestly: strengths, coding, live web access, URL reality, tokens, and cost.
Read article →The Day Your AI Was Born
Why most AI models are frozen in time, and how real-time web search changes everything. A plain-English breakdown of knowledge cutoffs vs. search superpowers.
Read article →The AI Meter Is Running. Who’s Checking It?
AI tools sell access through tokens, prompts, and rolling limits. Who audits the meter when usage changes?
Read article →Browser Extensions Are Helpful. A Clean AI Workspace Is Better.
Browser extensions can speed up AI work, but screenshots and stable split-screen windows often make research faster, cleaner, and less chaotic.
Read article →Browser Cache Ruined My Day (Again)
Browser cache eats hours of dev time every week. Old CSS, stale JS, phantom layouts — here's why Ctrl+Shift+R doesn't always work, and what actually does.
Read article →The Search Field in 2036: What Happens When You Ask the Internet a Question
By 2036, the search field won't just find pages — it will generate answers, spin up temporary interfaces, and argue back. Here's what the experience will actually look like.
Read article →Why ChatGPT Atlas Feels So Good: The Browser Was the Product All Along
ChatGPT Atlas feels faster than an AI extension because it is a browser, not a bolt-on. Here is how it works and why agent mode clicks so well.
Read article →The Web Has a Secret Second Version for Bots
Websites already publish bot-friendly layers like schema, sitemaps, APIs, Wikidata, and llms.txt. Here is why AI likes the boring version.
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