https://sreegeethes.github.io/my-blogs/My journey of learning AI Agents, LangGraph, FastAPI, DevOps, Kubernetes and Local LLMs. 2026-09-02T11:55:23+00:00 Sree Geethesh https://sreegeethes.github.io/my-blogs/ Jekyll © 2026 Sree Geethesh /my-blogs/assets/img/favicons/favicon.ico /my-blogs/assets/img/favicons/favicon-96x96.png 2026-09-02T00:00:00+00:00 2026-09-02T00:00:00+00:00 https://sreegeethes.github.io/my-blogs/posts/production-hardening-saas-frontend/ Sree Geethesh

Your SaaS Isn’t Production-Ready Until You Fix These 16 Things A working application isn’t necessarily a production-ready application. Before shipping my SaaS, I went beyond the UI and code to make the product understandable, discoverable, performant, and actually ready for the web. Introduction There is a moment in almost every software project where you think: “It’s working. We c...

2026-08-08T06:30:00+00:00 2026-08-08T06:30:00+00:00 https://sreegeethes.github.io/my-blogs/posts/building-autoclip-ai-video-clipping-pipeline/ Sree Geethesh

Building a local-first AI video clipping pipeline that finds the best moments, creates vertical clips, adds animated captions, and schedules them through Buffer.

2026-08-03T00:00:00+00:00 2026-08-03T11:07:36+00:00 https://sreegeethes.github.io/my-blogs/posts/building-omnicard-local-first-ai-media-manager/ Sree Geethesh

Building a local-first AI media manager with semantic search, duplicate detection, and NVIDIA vision models.

2026-07-22T04:30:00+00:00 2026-07-22T04:30:00+00:00 https://sreegeethes.github.io/my-blogs/posts/langgraph-concepts-patterns-every-ai-engineer-should-know/ Sree Geethesh

Building AI systems that go beyond a single prompt-response cycle requires orchestration. LangGraph provides a way to model AI workflows as graphs where nodes perform work, edges decide what happens next, and a shared state persists across every step. These are the core concepts every AI engineer should understand before building production-ready AI agents. 1. StateGraph StateGraph is the h...

2026-07-22T00:00:00+00:00 2026-07-22T00:00:00+00:00 https://sreegeethes.github.io/my-blogs/posts/agentic-rag-building-ai-that-thinks/ Sree Geethesh

… Agentic RAG Explained: Building AI Systems That Think Before They Retrieve Traditional RAG retrieves information. Agentic RAG decides how, when, and what to retrieve before answering. Introduction Large Language Models (LLMs) like GPT, Llama, and Claude have revolutionized how we interact with AI. They can generate human-like responses, write code, summarize documents, and even solve...