AI · Robots · Automation
Toys for Bots
Practical notes on AI, robots, automation, and the tools around them.
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A practical way to audit app permissions on a computer
Review and trim app permissions on your computer by targeting high-risk capabilities and removing unused access.
Read article →Oil Detours Are The Real Hormuz Price Signal
Oil prices fell on truce hopes, but tanker detours through Suez and around Africa keep the Hormuz shock alive.
Read article →How to review browser site permissions without breaking everything
Site permissions control what websites can access on your device. Learn how to review and adjust camera, microphone, location, notification, and storage settings in major browsers.
Read article →The Hormuz Fertilizer Shock Is Not Over Just Because Urea Fell
Hormuz fertilizer panic eased, but spring nitrogen costs are still sitting in farm budgets and food inflation risk.
Read article →How to collect a useful software version and environment report
Support requests become solvable when they include precise version numbers, build metadata, platform details, and relevant logs instead of vague descriptions.
Read article →Diesel Is The Hormuz Tax You Feel First
Diesel is the clearest Hormuz price signal now, hitting trucks, farms and construction before the broader oil story reaches shoppers.
Read article →How to back up application settings before troubleshooting
Before changing settings or reinstalling, copy configuration files to a safe location so you can restore them or compare against clean defaults.
Read article →GitHub Stacked PRs Make AI Code Review Less Miserable
Use GitHub stacked PRs to turn AI-generated code into smaller, reviewable changes with cleaner CI and clearer ownership.
Read article →What clearing an application cache really does
Cached data speeds up apps but can cause glitches. Clearing it refreshes local files without touching accounts or cloud data.
Read article →Codex Security Makes Threat Models The New Code Review Input
Agentic security scanners are useful only when teams review the threat model, validation proof, and patch trail.
Read article →How to read an application log without getting lost
Application logs contain the clues needed to diagnose issues, but only if you know how to read them systematically.
Read article →Rootless Containers Are The AI Service Boundary Worth Using
Run AI services with rootless containers to reduce blast radius, isolate risky workloads, and avoid fake security theater.
Read article →When a clean reinstall fixes software problems and when it does not
A clean reinstall clears corrupted local files but cannot resolve problems rooted in user accounts, cloud sync, or external services.
Read article →AI Contribution Policies Need Maintainer Receipts
AI-assisted code needs disclosure, review ownership, privacy rules, and maintainer receipts before it belongs in serious projects.
Read article →When Structured AI Output Is More Reliable Than Free-Form Text
Schemas and validation turn unpredictable AI text into consistent, machine-readable data that automation can trust.
Read article →Claude Opus 5 Makes Model Routing The Real AI Skill
Claude Opus 5 shows why teams need routing, effort levels, fallbacks, and receipts instead of one default AI model.
Read article →A practical checklist for checking AI-generated technical answers
AI outputs mix facts, guesses, and gaps. Run this checklist to separate what can be verified from what cannot before you copy, ship, or decide.
Read article →AI Evals Need Network Receipts
After the OpenAI-Hugging Face incident, AI evals need network receipts, egress controls, and boring audit trails.
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