Engineer-to-engineer conversations on software and AI adoption. Episodes, articles and signal from four working engineers.https://talkbeyondcode.com/https://talkbeyondcode.com/articles/your-product-could-be-a-markdown-filehttps://talkbeyondcode.com/articles/your-product-could-be-a-markdown-fileA lot of operator software was never the UI. It was judgment, a loop, and a channel. The playbook is the part that still needs you.Fri, 10 Jul 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/grpc-in-mcphttps://talkbeyondcode.com/articles/grpc-in-mcpEnterprises want MCP to speak gRPC without a translation layer.Sat, 04 Jul 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/smarter-inference-not-bigger-modelshttps://talkbeyondcode.com/articles/smarter-inference-not-bigger-modelsTraining gets the headlines, but inference pays the bills. Lessons from llm-d, the open source project founded by Red Hat and partners, on why routing intelligence beats raw hardware.Fri, 03 Jul 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/one-mcp-app-three-ai-clientshttps://talkbeyondcode.com/articles/one-mcp-app-three-ai-clientsWhat the first official MCP extension changes about tool results, and what porting a production RAG agent into Claude, ChatGPT, and Cursor taught me about where it leaks.Thu, 02 Jul 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/ai-native-developer-intelligence-at-scalehttps://talkbeyondcode.com/articles/ai-native-developer-intelligence-at-scaleHow we built a production-grade agentic AI system that unified docs, learning, components and marketplace discovery into one developer experience, and what shipping it taught us.Thu, 11 Jun 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/ai-is-making-juniors-faster-hollowhttps://talkbeyondcode.com/articles/ai-is-making-juniors-faster-hollowJuniors are shipping faster than ever and understanding less than ever about what they're shipping. The gap between those two things is where the problem lives.Tue, 09 Jun 2026 00:00:00 GMThttps://talkbeyondcode.com/articles/build-agents-like-google-built-shopping-carthttps://talkbeyondcode.com/articles/build-agents-like-google-built-shopping-cartWhat Universal Cart, AP2 and UCP quietly teach us about composability, and why your next MCP server should be small, boring and reusable.Wed, 03 Jun 2026 00:00:00 GMThttps://talkbeyondcode.com/podcasthttps://talkbeyondcode.com/podcastGuest: Praveen Kumar · SDET @ WaveMakerhttps://talkbeyondcode.com/podcasthttps://talkbeyondcode.com/podcastGuest: Vivek Raj · Host: Gayathri