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8 Gadgets That Could Make Everyday Tech Less Frustrating

The problem with a crowded gadget news cycle is not finding something new. It is separating products that solve a real annoyance from those that are simply unusual, unfinished, or aimed at a narrow audience. These recent releases and announcements…

8 Gadgets That Could Make Everyday Tech Less Frustrating

We haven't written up this one. The Gadgeteer has the full story — the link below goes straight to it.

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The Epistemology of Quality

Should we expect human software developers to review code written by AI? For many the answer is clearly yes: how else will we maintain accountability?

  • Traditional code review focused on syntax and standards, lacking teaching opportunities.
  • Pair programming combined various evidence types, providing stronger defect detection.
  • AI-generated code may lack real-world proof, making manual review critical.

adagents.json vs ads.txt and schain: Four Files, Two Supply-Chain Questions

In early October 2026, IAB Tech Lab's programmatic supply-chain leadership pushed back on the idea that adagents.json should replace ads.txt , sellers.json , and the OpenRTB SupplyChain object.

  • adagents.json could replace ads.txt, sellers.json, and OpenRTB SupplyChain object
  • Adagents.json lists authorized agents with agent URLs and property scope
  • Adagents.json does not replace ads.txt, sellers.json, or schain

How I built a PWA barcode scanner that pairs your phone to a desktop spreadsheet

The problem Small retail teams either buy a $100+ USB barcode scanner per workstation or type codes by hand. The scanners work, but they are tethered and priced per seat.

  • Desktop and phone connect via WebSocket relay, streaming real-time scan data to a table
  • Optimizations include enabling specific barcode formats, debouncing, and versioning script URLs

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