In one of our projects in the Utilization Management space in US Healthcare, we were working on optimizing the Clinical Appeal writing process for Clinical… Read More »The Groundwork Behind a Successful AI Workflow
In a recent assignment, the team was reviewing the architecture of a session- and context-backed AI system. We asked a simple question: “Does this system… Read More »How well does your shiny new AI-backed system know your user?
Why the “Inversion of Granularity” is the next architectural frontier. For decades, we’ve built backends for two types of clients: humans navigating UIs and developers… Read More »Rewiring your back-end for your new Non-Human consumers!
Updated on: September 2025 What Is GroundCite? GroundCite is an open-source project designed to fix Google Gemini’s grounding and citation challenges. If you’ve ever… Read More »Fix Gemini’s Invalid, Irrelevant, Broken Citations with GroundCite – Complete Guide
GroundCite is an open source tool that helps you control which sites Gemini cites, validates those citations, and lets you exclude unreliable sources. This post… Read More »Introducing “GroundCite for Gemini”- An Open Source Effort to Strengthen Google Gemini with Smarter, Controlled and Reliable Grounding and Citations
In the rapidly evolving landscape of Large Language Models (LLMs), selecting the right deployment strategy is crucial for performance and scalability. For one of… Read More »We self-hosted our Azure Promptflow LLMs on Azure Functions!
With the surge of “vibe coding” tools in our workspaces, I’ve always been intrigued by those blog posts claiming, “I’m a non-programmer and I built… Read More »Memoirs of My Weekend Vibe with Lovable!
(and what every developer can learn about grounding, citations & really long links) We recently built a tool to retrieve information about any company using… Read More »Making sense of the Gemini 2.5 Flash( With Google Grounding) source urls!
Our app uses Azure functions with Prompt Flow to call Azure OpenAI. After a smooth deployment almost a month ago , we woke up to… Read More »When Azure Runtime version update broke our app!
Every tech team has that one baffling issue that keeps them up at night. For us, it was a problem that haunted our system every… Read More »Our Easter Bug: A Debugging Journey