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Python Tool
2+ day, 9+ hour ago (485+ words) AgentScope Fetch the complete documentation index at: /llms.txt Use this file to discover all available pages before exploring further. ToolBase is the abstract base class every tool satisfies. The tables below list its attributes and methods. Attributes that describe…...
The MCP Python SDK 2.0 broke the wrapper libraries. Here's how to spot it and pin back
1+ hour, 3+ min ago (472+ words) If your MCP tools started failing a few weeks ago and nothing in your own code changed, you're not imagining it. The official Python mcp package shipped 2.0.0 on 2026-07-28. It's a real major version, with public APIs removed and renamed. Latest…...
Ask the Raw LLM API From Your Terminal. What Comes Back Is Junk, and That's the Point
48+ min ago (695+ words) Martin McGarry's top tip: query the bare OpenAI or Gemini API, diff it against the chat product, and the delta shows you where retrieval fetches from. Plus RSS as the next llms.txt and the grace period spam drives through....
W3 (Web World War) — Part 1: PHP vs Django — The Request-Response Duel
1+ hour, 14+ min ago (1523+ words) Welcome back to W3 — Web World War, the series where we don't just compare technologies — we teach you how to compare them correctly. In the introduction, we established the Four Fundamental Rules of Valid Comparison: Today, we apply these rules to…...
Same Blueprint, Different Locks: GrokBot and Muse Ship the Persistent Agent VM – Forkast
1+ hour, 28+ min ago (230+ words) xAI and Meta both delivered persistent cloud computers for AI agents within one month — same infrastructure category, opposite security architectures. The VM-per-agent pattern is now a category, and the governance question underneath it is the real story. While the surface-level…...
voice ai for appointment booking: Build a Vapi + ElevenLabs Agent that books slots and sends reminders 24/7
1+ hour, 52+ min ago (591+ words) You can wire Vapi's speech-to-intent engine to ElevenLabs' neural text-to-speech, then glue the two together with an n8n workflow that talks to Google Calendar and Twilio. The result is a fully-automated "voice AI for appointment booking" that can take calls, create…...
FAQ: Which Binary Did python Hit?
2+ hour, 16+ min ago (940+ words) Ever trust a chat that said tests passed? Then watch the import fail on the box? The chat summary still looks clean and final. The binary on disk is a different story. This FAQ is not about clever prompts. It…...
My parser reported a parse error on a file that was never malformed
2+ hour, 27+ min ago (554+ words) A build step that reads requirement tables out of a document reported this, every run: reason=parse has an obvious reading. Either the document is malformed or the parser is broken. A person following that reason code goes and looks…...
I Built a Python CLI Toolbox Instead of Writing One-Off Scripts
2+ hour, 31+ min ago (666+ words) Whenever I ask an AI assistant to do a small task, it writes a quick Python script for me. Convert an image. Compress a PDF. Convert a CSV to Excel. The script works, I use it once, and then it…...
Deduplicating a constant did not stop it drifting
5+ hour, 34+ min ago (816+ words) Most of our app respects the user's theme preference. A handful of marketing and auth pages do not: they are designed dark, they only look right dark, and they render dark whatever your OS says. Implementing that is easy. Keeping…...