Why AI Cannot Read URLs and How to Fix It: A Diagnostic Guide Before Using Firecrawl and Crawl4AI

You provide a URL to an AI, but it returns "cannot access." Even if it answers as if it read the page, the pricing conditions ...
InfoQ

Google Adopts Pyrefly for Faster, More Accurate Python Type Checking

Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and ...
xenospectrum

Python 3.15 Makes UTF-8 the Default, Easing Windows Text Issues — but Legacy Code Needs a Check

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...
note

[80 hours/month → 1 second] The Complete Implementation Guide to "Python x RapidFuzz" for Automatically Matching "Chaotic BOMs" (Full-width, Abbreviations, and Notation ...

1. Introduction: Why does your BOM reconciliation always end in "VLOOKUP failure" and mountains of overtime? In the fields of manufacturing design, procurement, and production management, the most ...
learn

Use a hosted agent as the conversation engine in a voice-based agent

You need to deploy the voice-based agent and its hosted conversation engine. Deploy both agents with the Azure Developer CLI. The sample declares both agents, so you don't create the voice-based agent ...