ADArshan Dabirsiaghiinnahsra.hashnode.dev·13h ago · 6 min readA Prompt Is Not a Security FunctionWhat does it mean for a finding to be a “False Positive” to your team? I watch a lot of metrics on the SAST+SCA triage harness we build at Pixee. Among them are jitter (how often the system changes it31P
HNHiroyuki Nakahatainblog.iroha1203.dev·10h ago · 15 min readThe Rising Sea of Software Engineering — Rebuilding the Discipline on Algebraic GeometryAI now writes code faster than humans can review it. That is not a prediction; it is the daily experience of most engineering teams. And here is the other daily experience: no matter how much you inve00
ASAdi Shikinopeningthehood.hashnode.dev·10h ago · 8 min readAPIs Were the First Layer. Training Is the Next OneWe all see the world changing. A few years ago, AI was not really accessible to most builders. The important research existed long before ChatGPT, including the 2017 paper Attention Is All You Need, w00
TWTang Weigangindoramagic.hashnode.dev·13m ago · 7 min readBefore Adopting OpenAI Agents SDK, Write the Runtime Contract FirstOpenAI Agents SDK is easy to misread as a faster way to build "more agents." That is the shallow interpretation. The more useful reason to evaluate it is that it puts agents, tools, handoffs, guardrai00
AArisyninarisyn.hashnode.dev·1h ago · 2 min readWhy AI Agents Need Relationship Context Before They Need Better ModelsWhen people talk about enterprise AI, the conversation usually starts with models. Which one reasons better? Which one generates better SQL? Which one has the largest context window? Those questions m00
JBJameson Brandoninroyalplugins.hashnode.dev·2h ago · 6 min readHow to Audit AI Bot Traffic on WordPress Without Signing Up for CloudflareMost guides for controlling AI crawlers on WordPress open with a Cloudflare signup form. That's fine if Cloudflare fits your stack. If it doesn't, here's the manual audit process you can run today wit00
DCDavid Cletusindavidcloudjourney.hashnode.dev·2h ago · 9 min readFrom Zero to Auto-Scaling Hero: Deploying a VMSS on Azure 🚀📚 This is part of a series! I've already covered the foundational pieces in earlier posts: 🔗 https://davidcloudjourney.hashnode.dev/inside-azure-networking-how-i-created-a-virtual-network-with-custo00
RKRobert Krukinrobertkruk.me·3h ago · 5 min read🔐 POC: Sovereign AI for Regulated Industries Using Managed Azure AI Foundry Open-Source LLM ModelsFollowing on from my previous Azure AI Foundry post, the next step in my AI journey has been exploring how open-source Large Language Models (LLMs) can be hosted within the Australian region while mai00
TTharunintharunpandya.hashnode.dev·16h ago · 11 min readBefore You Learn Machine Learning, Learn This One Math Topic First"I thought Python was the most important skill in Machine Learning. Then I discovered that everything—from Linear Regression to LLM—is built on one mathematical language: Linear Algebra." Have You Eve10
JAJason Agostoniinjason.agostoni.net·3h ago · 7 min readAgentic AI: Good Upfront Design Pays You Back LaterI spend a lot of time preaching architecture and constraints, so it is always nice when a side project gives me receipts. Adding this new feature to DumbQuestion.ai was a good reminder that a well-str00
