What If an AI Agent Was Just a Python Class?
Author(s): Rizwanhoda Originally published on Towards AI. NVIDIA’s new NOOA framework collapses prompts, tools, and state into a single class and it might make you rethink your entire agent stack AI agents have gotten weirdly complicated. After introducing why “simple” agents quickly …
Semantic Routing Protocol: How AI Agents Are Starting to Talk to Each Other Directly (Not Through LLMs)
Author(s): Rizwanhoda Originally published on Towards AI. You’ve built an AI agent that works perfectly in development. Deploy it to production with 30 different SaaS integrations and suddenly your costs are 10x higher and latency is unbearable. Here’s why, and what Semantic …
MCP OAuth Flows: Implementing Secure Authentication the Right Way
Author(s): Rizwanhoda Originally published on Towards AI. Your MCP server is about to give Claude access to your company’s most sensitive data. Here’s how to make sure only the right people get that access. It was a Tuesday afternoon when the security …
MCP OAuth Flows: Implementing Secure Authentication the Right Way
Author(s): Rizwanhoda Originally published on Towards AI. Your MCP server is about to give Claude access to your company’s most sensitive data. Here’s how to make sure only the right people get that access. It was a Tuesday afternoon when the security …
Building Production MCP Servers: Security, Scaling, and Real World Pitfalls
Author(s): Rizwanhoda Originally published on Towards AI. You have a working MCP server. Congratulations. Now forget everything you learned, because production breaks different things than development does. There’s a predictable pattern in how teams deploy MCP servers to production. After the lead, …
AsyncIO in Python: What It Actually Is and Why Your ‘Async’ Code Might Not Be Async
Author(s): Rizwanhoda Originally published on Towards AI. First: What Problem Does AsyncIO Solve? Adding async and await to your code doesn't make it asynchronous. It makes it eligible to be asynchronous. There's a big difference and it bites almost everyone the first …
Inside Vector Databases: Engineering High-Dimensional Search for Modern AI Systems
Author(s): Rizwanhoda Originally published on Towards AI. Inside Vector Databases: Engineering High-Dimensional Search for Modern AI Systems The real bottleneck in modern AI systems is not the LLM. Photo by Huzeyfe Turan on UnsplashVector databases serve as specialized infrastructure for managing high-dimensional …
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