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OpenMontage กับไอเดียที่ว่า AI ควรหยุดรออนุมัติก่อนเรนเดอร์
35+ min ago (3412+ words) โดย Nokka (นก-กา) | 13 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka มีโปรเจกต์หนึ่งบน GitHub ที่มีคนกดดาวไปแล้ว 57,900 ดวง และ 7,300 ฟอร์ก [1] คำโปรยของมันสั้นและกล้า ระบบผลิตวิดีโอแบบ…...
My journey into tech: from traffic manager to future developer
45+ min ago (22+ words) Hey, dev.to! 👋 I'm Maycon, a Systems Analysis and Development student at UNICID, currently making a... Tagged with career, learning, python....
Record why an approach was rejected—and when to revisit it
1+ hour, 12+ min ago (564+ words) Disclosure: I maintain Selvedge, an open-source decision-history tool. This article was prepared with AI assistance from Grok and Codex. The example below is hypothetical and uses plain Markdown; it does not require a particular product. A repository can show what…...
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
1+ hour, 25+ min ago (1385+ words) AI can write a React component in seconds. It can create an API, design a database schema, write tests, explain an unfamiliar codebase, debug an error, refactor a function, and generate documentation before you've finished your coffee. And it's getting…...
AI เขียนโค้ด AI ตรวจโค้ดด้วย, จุดบอดที่ OpenAI ยังตอบไม่ได้
3+ hour, 43+ min ago (2136+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka ทุกวันนี้ ทุก pull request ที่วิศวกรของ OpenAI ส่งเข้ามา จะต้องผ่านการตรวจความปลอดภัยอัตโนมัติ และถ…...
Where AI review pays: the codebase matters more than volume
5+ hour, 13+ min ago (329+ words) The question I keep getting is how a team can review the growing volume of AI-generated code. Most answers start with throughput: faster review tools, more automated checking, larger batches. That assumes the problem is volume. The review I read…...
Keeping Services Loosely Coupled Without Making Everything Abstract
5+ hour, 49+ min ago (500+ words) Loose coupling is one of those things everyone agrees with until they have to do it. Then it turns into a mess of interfaces, event buses, and six layers of indirection for a feature that just sends an email. I've…...
The Twelve-Factor App: o guia que todo sistema deveria seguir (mas poucos seguem)
6+ hour, 57+ min ago (507+ words) Se você já trabalhou num sistema que funcionava perfeitamente no seu computador mas quebrava assim que ia pra produção, ou já se irritou com uma atualização que exigiu reconstruir tudo só porque mudou a senha do banco de dados, você…...
Review time is up 441% under vibe coding. That is the real problem.
7+ hour, 13+ min ago (749+ words) A state-of-the-art review of the first body of evidence on AI-assisted development was posted to arXiv on 20 Aug 2026. It is a preprint, not itself peer reviewed, though the field experiments it surveys are (Michels et al., arXiv:2608.20446). The number that…...
How to Build Your First AI Automation Workflow From Scratch (A Beginner’s Walkthrough)
2+ hour, 59+ min ago (33+ words) The first automation you build doesn’t need to be smart. It just needs to work. Most people put off building …...