Why I'm Moving Production AI Workloads Off Third-Party APIsWhy I'm Moving Production AI Workloads Off Third-Party APIs Six months ago, our team was comfortably spending £3k/month on OpenAI API calls. Last month, that figure hit £18k. The trajectory was clear:5d ago · 4 min readicentric-ai-and-automation.hashnode.dev
Building Systems That Won't Be Fooled: A Developer's Guide to AI-Orchestrated DeceptionThe Problem We're Not Architecting For We've spent years hardening our systems against SQL injection, XSS, and CSRF. We've built robust authentication flows, implemented rate limiting, and deployed WA5d ago · 4 min readicentric-ai-and-automation.hashnode.dev
Self-Hosting LLMs: A Developer's Guide to When It Actually Makes SenseSelf-Hosting LLMs: A Developer's Guide to When It Actually Makes Sense I've watched the conversation around self-hosted large language models shift from "why would you bother?" to "why aren't you doinOct 19 · 5 min readicentric-ai-and-automation.hashnode.dev
Building Systems That Detect AI-Generated Realities: A Developer's PerspectiveBuilding Systems That Detect AI-Generated Realities: A Developer's Perspective We've spent years hardening systems against SQL injection, XSS, and credential stuffing. Now there's a new attack vector Oct 19 · 4 min readicentric-ai-and-automation.hashnode.dev
Building Payment Systems for Agent-to-Agent Commerce: A Developer's GuideThe Problem Space If you're building systems that involve AI agents transacting with each other, you've probably already hit the payment wall. Your agents can negotiate, commit, and confirm purchases Oct 12 · 4 min readicentric-ai-and-automation.hashnode.dev
