Engineering Notes
What we're building, learning and questioning.
This is the final post in a series. In the earlier posts, we worked through each of these decisions in detail why a content-heavy platform… Read More »AI Applied Right Part 4:When Does the System Actually need AI?
Do You Actually Have a Vector Database Problem? Part of our AIAppliedRight series where we reviewed an AI first Architecture and are working towards understanding… Read More »AI Applied Right Part 3:Do You Actually Have a Vector Database Problem?
Part of our AIAppliedRight series where we reviewed an AI first Architecture and are working towards understanding “When does this system actually Need AI“. This… Read More »AI Applied Right Part 2: The AI Assistant That Didn’t need RAG
Part of our AIAppliedRight series where we review an AI first Architecture and work towards understanding “When does this system actually Need AI“. On a… Read More »AI Applied Right Part 1: Just Because You Have Content Doesn’t Mean You Need RAG
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!
“Agentic” is one of the most overused terms in AI right now. Some people call a chatbot agentic. Others say it’s only agentic if it… Read More »Agentic or not?
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
A Sneak Preview into GroundCite for Gemini Try before Integrating :- https://groundcite.cennest.com/ More details at http://g5z.b59.mytemp.website/introducing-groundcite-for-gemini/ Clone the repo and give it a spin https://github.com/cennest/ground-cite… Read More »GroundCite for Gemini- A Video Introduction