MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·1d ago · 5 min readYour Bot Detection Is Breaking Agentic Commerce (And You Won't Know Until It's Too Late)The Problem Nobody's Monitoring If you're running fraud detection on an e-commerce platform, you've probably tuned your bot management rules to block credential stuffing, inventory hoarding, and scrap01M
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·1d ago · 4 min readWhy Your SaaS API Isn't Ready for AI Agents (And How to Fix It)Why Your SaaS API Isn't Ready for AI Agents (And How to Fix It) If you're building SaaS in 2024 and your API strategy stops at "we have a REST endpoint for premium customers," you're already behind. A00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·Sep 21 · 4 min readYou Don't Need to Be a Mathematician to Ship LLMs (But You Do Need to Think Like One)The Problem We're Not Talking About I've reviewed three LLM integration PRs in the past month. Each one followed the same pattern: brilliant product thinking, clean API wrapper code, sensible error ha11M
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·Sep 21 · 5 min readThe LLMOps Stack Decision: Why Your Architecture Matters More Than Your Cloud ProviderThe LLMOps Stack Decision: Why Your Architecture Matters More Than Your Cloud Provider If you're building LLM-powered features in 2025, you've probably noticed something: AWS, Azure, and Google are ea00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·Sep 14 · 4 min readBuilding on Subsidised AI: A Developer's Guide to Architectural DefenceThe uncomfortable truth about your AI budget If you're building features on top of GPT-4, Claude, or Gemini, you need to understand something: you're not paying the real cost. The API calls that seem 00
