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News
Doop ให้ agent วาดดีไซน์บน canvas เดียวกับคุณได้ แต่มีเงื่อนไข
25+ min ago (75+ words) โดย Nokka (นก-กา) | 13 กันยายน 2026 Doop เลือกทางที่ต่างออกไป คำอธิบายบน GitHub เขียนว่าเป็น "A multiplayer design canvas where humans and AI agents design together, live" [1] คน แก้ไขผ่านเบราว์เซอร์ ใน canvas ที่มี Frames ซ…...
voice ai for appointment booking: Build a Vapi + ElevenLabs Agent that books slots and sends reminders 24/7
16+ 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…...
My checker reported 11 unknown names. Declaring all 11 in one place would have passed and been wrong.
17+ min ago (443+ words) A semantic check over a codebase reported: Eleven identifiers appearing in code that the project's vocabulary does not declare. There is an obvious way to clear that: add eleven entries to the vocabulary file and watch the number go to…...
FAQ: Which Binary Did python Hit?
40+ 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…...
Opik กับคำถามว่า agent ที่คุณรันอยู่ ทำอะไรผิดไปแล้วบ้าง
25+ min ago (1459+ words) โดย Nokka (นก-กา) | 13 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและเรียบเรียงโดย Nokka เวลาที่ agent ทำงานผิด คนส่วนใหญ่จะรู้ตัวตอนที่ผู้ใช้บ…...
Modeling Invoice Corrections as New Documents, Not Edits
42+ min ago (351+ words) I built a TypeScript/Express REST API for managing invoices through a controlled lifecycle — drafts can be edited, finalized invoices can be issued and exported as PDFs, and corrections are handled as replacement invoices rather than by mutating the original....
I built a secrets manager because sharing.env files at work was painful!
57+ min ago (334+ words) Working in the financial industry means dealing with strict security policies. That is understandable when the systems you work on handle sensitive information, but those policies can also make simple development tasks surprisingly difficult. One example was how we shared....
My end-to-end run is ten of ten, and one of those ten is just my word for it
46+ min ago (521+ words) An end-to-end run across a sandbox, from a clean slate: Ten of ten. One of those ten is not a measurement. It is me asserting something, in the output, next to nine things that were actually exercised. One of the…...
I’m Building Crowdwide — A Social Platform Where Smaller Communities Get a Chance
26+ min ago (666+ words) So... What Actually Is Crowdwide? 🚀 If you've been following my recent posts, you might... Tagged with webdev, community, showdev, javascript....
Copilot Can Now Approve Pull Requests. Should It Count Toward Your Branch Protection?
36+ min ago (633+ words) Copilot code review can now submit approvals that satisfy required reviews. How the controls compose, what is undocumented, and a safe rollout. Tagged with githubcopilot, github, devops, codereview....