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OpenMontage กับไอเดียที่ว่า AI ควรหยุดรออนุมัติก่อนเรนเดอร์
9+ 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…...
Your crypto product is invisible to AI search, and your docs are the reason
16+ min ago (627+ words) I asked five AI engines 40 questions real people ask about money. Across 360 unprompted answers, crypto was named as a usable option six times. Here is the data, the method, and what it means if you ship crypto software. Tagged with…...
My journey into tech: from traffic manager to future developer
19+ 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....
A Telegram job alert bot in 60 lines of Python, on live ATS data
31+ min ago (456+ words) Job boards go stale fast. By the time a weekly digest reaches you, the interesting roles have been open for a month. So let's build the smallest thing that fixes that: a Telegram bot that wakes up, asks one API…...
AI Website Handoffs: When a Prototype Needs a Real Code Boundary
48+ min ago (332+ words) A polished AI-generated website can hide an unfinished delivery model. The hard question is not whether a builder can produce a convincing page. It is whether the next person can safely change the real system without reconstructing the original prompt,…...
Your Own Agent Roadmap — From Safety Net to Autonomous Discovery
1+ hour, 5+ min ago (564+ words) The state where memory (Chapter 3), hook gates (Chapter 4), and the auditor (Chapter 6) are in place. The AI hasn't become more capable — what's been built is an environment where it's hard to be wrong. Graduation criteria: the recurrence rate of the…...
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
59+ 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…...
Omarchy M: Linux on Apple Silicon Macs
23+ hour, 52+ min ago (354+ words) Omarchy M is targeting M1 and M2 Macs with a native installer, GPU support, Touch ID, external displays, disk encryption and MLX. Omarchy M is the new team behind Omarchy’s push to bring its Linux desktop to Apple Silicon Macs, with M1 and M2 machines…...
Kimi ครอง Design Arena, แต่แพ้ 4 ใน 5 รอบในคลิปเดียวกัน
2+ hour, 15+ min ago (3528+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka ชื่อคลิปบน YouTube บอกว่า "ทำไมนักพัฒนาที่ฉลาดถึงเลือกใช้ Kimi ทำงานออกแบบ" [1] คำโปรยของคลิปยิ่งหนักแน่นกว่านั้น…...
Why Type Safety Matters More as a Codebase Grows
2+ hour, 24+ min ago (209+ words) When a project is small, type safety can feel like extra work. If you only have a few files and you wrote most of the code yourself, it is often easy to remember what each function expects and what each…...