TKTuhin Kumar Duttaintechtrail.tuhindutta.com·11h ago · 9 min readBuilding Scratchpad: Rethinking the Local AI WorkspaceMost conversations around local AI still revolve around the models themselves. Which model should I run? How much VRAM do I need? Should I use a larger reasoning model or a smaller, faster one? Those 00
ISIresh Sharmainblog.iresharma.com·3h ago · 17 min readI never finished Venture Deals, so I built a pipeline to read it for meI've started Venture Deals three times. I've never finished it. That's not really a discipline problem, it's a format problem. I care about maybe 15% of a book like that: the definitions, the mechanic00
MMikuzinmikuz.hashnode.dev·8h ago · 8 min readLLM Observability: The Foundation for Reliable AI Systems at ScaleLarge language models require a specialized approach to monitoring that goes beyond traditional system metrics. LLM observability provides teams with the tools to understand model behavior throughout 00
VTVaibhav Tekamintech4biz-solutions.hashnode.dev·11h ago · 7 min readHow do we know OpenAI's Astra math proofs are real?On 1 August 2026 OpenAI announced its next model family, Astra, by publishing ten new results in mathematics and theoretical computer science, each on a problem open for at least a decade, and each sh00
CDCoding Dropletsincodingdroplets.com·17h ago · 11 min readWhy Your RAG Answers Still Hallucinate in .NET: Root Cause and FixYou built the pipeline. Documents are chunked, embedded, and sitting in a vector store. Retrieval returns results. And your RAG answers still hallucinate in .NET, confidently telling users about a stu11K
Jjasmineparkinjas-blogs.hashnode.dev·12h ago · 7 min readA 4% cache hit rate was costing us money. Here is the arithmetic I should have run first. We turned on prompt caching for our document-QA service and the invoice went up. Not dramatically. About 5%. Enough that I assumed it was traffic growth for the first two weeks, and it was not. This p00
SNSachin Nandanwarinazureguru.net·1d ago · 14 min readSecure AI Functions in Microsoft Agent Framework with Microsoft Entra OAuth Role-Based Access Control Lets take a scenario where you have an MAF (Microsoft Agent Framework) AIAgent that has tool calls to multiple AIFunctions. You definitely wouldn't want an AIAgent to blindly invoke every available to00
AZAliaksei Zelianouskiinhiper2d.hashnode.dev·13h ago · 13 min readHow I tried to write an article about slow Chinese LLMsRecently, I've added a bunch of hype-monsters to my AI Werewolf: Kimi K3 Qwen 3.8 Max, Qwen 3.7 Plus, Qwen 3.7 Flash MiniMax M3 Plus the ones I've had for a while DeepSeek V4 Pro and Flash GLM-00
EEveindispatch-blog.hashnode.dev·14h ago · 11 min readTimeouts Are Contracts, Not Safety NetsSetting a timeout does not give you a bounded operation. It gives you a number. Whether that number ever turns into an actual limit depends on three things the documentation rarely mentions: which pha00
BTBiz tech pulse hubinbiztechpulsehub.hashnode.dev·16h ago · 2 min readAI Runtime Security: Why Enterprise AI Needs Protection 24/7Most organizations invest heavily in securing their infrastructure before deploying AI applications. Firewalls, endpoint protection, identity management and network monitoring are all important—but th00
