ABAndrew Baisdeninfreecodecamp.org·5d ago · 32 min readHow to Build an AI Support System That Automatically Routes Bugs to GitHub with Next.js and JevEvery website gets feedback, and most of it ends up somewhere awkward. A visitor finds a broken button and emails you. Someone else leaves a comment on social media about a page that won't load on the00
ABAndrew Baisdeninandrewbaisden.hashnode.dev·Jun 8 · 7 min readFrom Vibe Coding to Vibe ComputingSo I was doing some research on AI tools and putting together some resources using NotebookLM when I came across an interesting AI podcast which just happened to be in Swedish. Fortunately, AI made tr00
ABAndrew Baisdeninandrewbaisden.hashnode.dev·May 11 · 13 min readLLM Guardrails in Production and How Bifrost Protects Your AI Agents at the Gateway LevelTwo years ago, most conversations about LLM guardrails were about content filtering, stopping a chatbot from saying something offensive. That was a real problem, but a small one. The model produced te00
ABAndrew Baisdeninandrewbaisden.hashnode.dev·Apr 14 · 10 min readHow Bifrost's MCP Gateway Cuts AI Agent Token Costs by 92% Without Sacrificing CapabilityIf you have been building AI agents with Model Context Protocol (MCP), you have probably noticed something uncomfortable. The more tools you connect, the more expensive every single request becomes, e00
ABAndrew Baisdeninandrewbaisden.hashnode.dev·Mar 12 · 22 min readAI Agents That Actually Work, Building Reliable UI Automation with Amazon Nova ActAI agents are everywhere these days, but if you’ve tried to get them out of the demo and into production, then you’ve probably hit the same wall, which is production reality. A demo can work once; pro00