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Wednesday, 7 October 2026 Reading Room

Tech

What’s the Hardest Part of Building for the Web Right Now?

I’m curious.. what’s the hardest part of building for the web right now? For me, it’s making AI and web data work reliably together. I’m currently working on a web scraping project and exploring how to make web data more accessible and useful for AI agents, especially when dealing with dynamic pages, blocked requests, and messy data 😅 What’s something you’ve been struggling with lately while…

dev.to ·

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ACH vs RTP vs FedNow vs Fedwire: US Rails Guide

Of the eight pages Google currently ranks for "ACH vs RTP vs FedNow", five quote a FedNow limit that has been wrong since November 2025, two still say the RTP cap is $1m, and one claims FedNow only…

·dev.to

Knowing the Words Isn't Knowing the Language

You've got a 200-day Duolingo streak. The owl is proud of you. Then you land in Rome, sit down in a trattoria, and order. Every word is owl-approved. The grammar too. You think.

  • Knowing words doesn't equate to language fluency
  • Code abstraction solves human-computer language gap
  • AI code review crucial for quality assurance

·dev.to

The Cache Stampede Problem: Why a Popular Cache Key Can Take Down Your Backend

Caches are supposed to protect your backend from load. Most of the time they do. But there is a specific failure mode where the cache itself becomes the trigger for an outage: the cache stampede, also…

  • Cache stampede occurs when multiple requests hit backend simultaneously after cache miss.
  • Probabilistic early expiration minimizes chance of many requests served from cache at stale moment.

·dev.to

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