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VPC Peering: conectando redes privadas entre contas e regiões na AWS
26+ min ago (1344+ words) 1. Cenário de negócio Neste projeto, será implementado um VPC peering entre duas VPCs que... Tagged with aws, cloudcomputing, networking....
When a Zero-Parameter Cache Overtakes a Transformer
13+ min ago (574+ words) The question this series exists to answer, put in a form that can be measured: a transformer sees a fixed 64-token window, a count table over the current document sees the whole document, and as documents get longer, how much…...
Why Type Safety Matters More as a Codebase Grows
12+ 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…...
AI วิเคราะห์หุ้นที่รันบนเครื่องคุณ, Hunter เปิดซอร์สแล้ว
24+ min ago (3706+ words) โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka แดน คอร์นาส โพสต์บน X เมื่อวานนี้ด้วยประโยคที่คนลงทุนรายย่อยน่าจะพยักหน้า [1] งานวิจัยการลงทุนจะยุ่งเหย…...
Why Parameterized Queries Matter for SQL Security
12+ min ago (559+ words) SQL injection is one of the classic examples of what can happen when an application mixes user input directly into a database query. The underlying problem is simple. The application expects data. The database may interpret part of that data…...
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
49+ min ago (524+ words) At 2026-09-12 01:20:47, my AI-driven crypto trading system was milliseconds away from executing a leveraged long position on NEARUSDT. The Large Language Model (LLM) had just outputted a definitive, structured JSON decision: FINAL_RULING=PROCEED. By all traditional algorithmic metrics, it was a green light....
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
37+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
How to Convert GLB to STL for 3D Printing (No Software Install)
1+ hour, 3+ min ago (284+ words) AI 3D generators like Meshy, Tripo, and Luma export models as GLB (binary glTF) — the standard format for web viewers and AR. But if you want to 3D-print that model, you need STL — the format every slicer understands. Most online converters…...
Bir web portföyünü anlaşılır kılmak: içerik hiyerarşisi ve proje sunumu
1+ hour ago (328+ words) Bir freelancer portföyünde ziyaretçinin önce üç soruya cevap bulmasını önemsiyorum: Ne yapıyorsun, hangi işleri gösterebilirsin ve sana nasıl ulaşabilirim? Bu yazı, web tasarım hizmetlerini sunarken kullanılabilecek basit bir içerik planı. Hizmet listesinin tamamını ana başlığa sıkıştırmak yerine ana işi açıkça…...
The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path
56+ min ago (339+ words) On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a... Tagged with ai, programming, devtools, claude....