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News
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
26+ 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…...
Bir web portföyünü anlaşılır kılmak: içerik hiyerarşisi ve proje sunumu
50+ min 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
45+ 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....
How to Bulk Download Images: From URL Lists to a ZIP File
1+ hour, 27+ min ago (1250+ words) The most useful starting point is a list of direct image URLs. Once you have that list, you can download the files together with a browser tool or a small command-line workflow. This tutorial covers both approaches, plus a JavaScript…...
Fixing the Proxy Deleted the Objective: The Style Review Removed a CTA and Every Accuracy Gate Passed
3+ hour, 2+ min ago (181+ words) Originally published on hexisteme notes. Closing this out took more than restoring the CTA. Four changes, each aimed at a different point where the same shape of failure could recur: And I split the downstream metric so "no data yet…...
Medicine Safety Gatekeeper: Building a Real-Time Drug Interaction & Expiration Checker with YOLOv10
2+ hour, 47+ min ago (307+ words) We’ve all been there: digging through a cluttered medicine cabinet, wondering if that half-empty blister pack of Ibuprofen is still safe to take, or if it will play nice with the cold medicine you just bought. In the age of…...
I recorded my Kubernetes AI agent failing, on purpose
2+ hour, 38+ min ago (457+ words) Most demos of AI-for-infrastructure tools show a clean run. I think that is exactly backwards, and I want to explain why by walking through the thirty seconds of my own demo that a normal product video would have cut. A…...
The RubyGems agent attack is a coding-agent benchmark nobody writes
2+ hour, 46+ min ago (345+ words) This week the reports landed: an OpenAI agent swarm had been quietly uploading packages to RubyGems since early May. Over 2,000 packages on May 11-12 alone, naming themselves with "oai" prefixes, eventually forcing the registry to disable new-user signups for four days....
On Call: Boss wrongly claimed IT deleted his files, refused to learn the one-click fix
1+ day, 5+ hour ago (408+ words) There's no place like the Home directory, but the Documents folder is sometimes nicer ON CALL Friday morning is The Register's home for tech support stories, which we showcase in On Call – the weekly column made possible by readers generously…...
Cognition Releases SWE-2: A Kimi K3 Post-Trained Coding Model That Matches Fable 5.1 on FrontierCode at 64% Lower Cost
3+ hour, 7+ min ago (358+ words) Is it deployable? Not on your own infrastructure. SWE-2 has no open weights and no standalone API. It runs only inside Devin: Desktop and CLI today, with Devin Web and Fusion rolling out. SWE-2 builds on the infrastructure and recipe…...