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Codename MDASH brings agentic AI security scanning to US Government
Microsoft has quietly deployed one of its most ambitious security tools to Azure Government, and it changes the math on how government agencies can protect software that matters. Codename MDASH, a multi-model agentic code scanning...
MeshDrive and Local AI Agent for FS
Hardik94 has pushed a point release to Meshdrive, formerly vix-gateway, that focuses entirely on making failures legible. Version 2.3.1 addresses three error handling gaps where the system previously gave developers nothing useful...
402cron: Pay-per-delivery cron scheduling for AI agents
A new service is attempting to solve one of the foundational problems for autonomous software agents: how do you schedule recurring work on someone else's infrastructure without a human standing by to enter a credit card number? 4...
Probability of an LLM Trajectory: Starting from the Chain Rule
Understanding how language models generate text often starts with the output, a token appearing one after another, but rarely examines the probability structure underneath. A recent post by Sithankanna breaks down the probability...
GitHub Copilot's Project HydraFusion Promises Frontier Level Performance Through Multi-Model Routing
GitHub has released a research preview of Project HydraFusion, a system that routes coding tasks across multiple AI models at runtime to match the right model to the right job. The approach treats every incoming prompt as an optim...
Ask HN: Why does account age matter?
This is an opinion question about online discussion norms with no factual content, technical details, or verifiable claims. There is nothing to rewrite.
Show HN: Determinstic LLM inference for lowest price Gemma 4, with Windows XP
This is a product landing page for an API service, not an article. There is no story, no factual claims, and no technical specifics beyond feature marketing copy. There is nothing to rewrite.
The Worst Spam Emails: Inside iLands' AI Agent Hustle
A freelance writer and tech blogger recently found themselves on the receiving end of a barrage of AI-generated spam emails from a company called iLands. Over the course of two days, more than a dozen messages landed in their inbo...
Presentation: From Retrieval to Reasoning: Building Production-Ready Agentic AI Systems with Knowledge Graphs
Cassie Shum has spent the last three years building agentic systems at RelationalAI, a company focused on relational knowledge graphs. In a recent talk at QCon, she laid out a case for why knowledge graphs should serve as the stru...
Agentica – Six AI agents that plan, build, and deploy a company with you
A platform called Agentica launched with a simple premise: describe your company in one sentence, and a team of six AI agents will research the market, build a full-stack application, generate a landing page, and deploy it live. T...