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News
Learning from first principles
27+ min ago (431+ words) Enterprises and large coorporations manage tens of millions of requests daily. what this implies is that the need for deep understanding of systems and engineering foundations in becoming increasingly important. people like to say things like Coding is Solved or…...
The more aggressive matmul kernel lost to the register budget
32+ min ago (171+ words) The WebGPU matmul sweep started with a naive kernel, then added 16 by 16 workgroup tiling and a 4 by 4 output block per thread. At a 2048 cubed matrix size, the measured time moved from 47.24 ms for the naive kernel to 17.23 ms for tiling…...
Your Own Agent Roadmap — From Safety Net to Autonomous Discovery
43+ 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…...
Make Fully Customizable QR Codes (Actually)
33+ min ago (28+ words) Tired of usual bland QR codes that don't show off your brand? I made a simple API to create fully... Tagged with python, api, backend, tools....
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
37+ 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…...
Second brain ที่ไม่ใช้ vector DB, บทเรียน 736 ดาวจาก PM Brain
1+ hour, 11+ min ago (95+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 ปาเวล ฮูรึน เปิดซอร์สโปรเจกต์ชื่อ PM Brain (พีเอ็ม เบรน) เมื่อเดือนพฤษภาคม 2026 ตอนนี้มี 736 ดาวบน GitHub และ 152 ฟอร์ก [2] ไม่มีเวกเตอร์ ไม่มี embedding แค่โฟลเดอร์ Markdown ธรรมดา…...
AI Safety and Alignment: Building Trustworthy Agents That Do Not Fail You
1+ hour, 15+ min ago (19+ words) The... Tagged with ai, safety, alignment, ethics....
Multi-Modal AI: From Text to Vision and Beyond — The Unified Future
1+ hour, 15+ min ago (18+ words) The... Tagged with ai, multimodal, vision, machinelearning....
DeepSeek R1: The Open-Source Reasoning Revolution That Changes Everything
1+ hour, 15+ min ago (16+ words) The... Tagged with ai, deepseek, moe, reasoning....
From SkillCheck to TraceMantle: Tracking Agent Skill Changes and Test Evidence
1+ hour, 40+ min ago (637+ words) I’ve renamed SkillCheck to TraceMantle and expanded its scope. The original project focused mainly on validating AI agent skill files. TraceMantle retains that functionality and adds support for tracking the files in a skill package, comparing changes, and checking whether…...