Yog Prajapati — Writing https://www.yogprajapati.site Essays, papers, talks, and notes on AI/ML engineering. Thu, 04 Jun 2026 11:55:07 GMT https://validator.w3.org/feed/docs/rss2.html https://github.com/jpmonette/feed en Yog Prajapati — Writing https://www.yogprajapati.site/opengraph-image.jpg https://www.yogprajapati.site © 2026 Yog Prajapati <![CDATA[Building a Production-Ready LangGraph Agent]]> https://www.yogprajapati.site/writing/langgraph-agent-production https://www.yogprajapati.site/writing/langgraph-agent-production Fri, 01 May 2026 00:00:00 GMT Yog Prajapati Essay <![CDATA[Multi-Agent Orchestration: Supervisor and Subagent Patterns]]> https://www.yogprajapati.site/writing/multi-agent-orchestration-langgraph https://www.yogprajapati.site/writing/multi-agent-orchestration-langgraph Fri, 01 May 2026 00:00:00 GMT Yog Prajapati Essay <![CDATA[Agentic RAG: Self-Correcting Retrieval That Works in Production]]> https://www.yogprajapati.site/writing/agentic-rag-beyond-simple-retrieval https://www.yogprajapati.site/writing/agentic-rag-beyond-simple-retrieval Wed, 01 Apr 2026 00:00:00 GMT Yog Prajapati Essay <![CDATA[Memory in LangGraph: Checkpointing, Persistence, and Long-Term Context]]> https://www.yogprajapati.site/writing/langgraph-memory-checkpointing https://www.yogprajapati.site/writing/langgraph-memory-checkpointing Wed, 01 Apr 2026 00:00:00 GMT Yog Prajapati Essay <![CDATA[Tool-Use Reliability: Four Failure Modes and How to Handle Them]]> https://www.yogprajapati.site/writing/tool-use-reliability-patterns https://www.yogprajapati.site/writing/tool-use-reliability-patterns Sun, 01 Mar 2026 00:00:00 GMT Yog Prajapati Notes <![CDATA[Human-in-the-Loop AI: Interrupt Patterns with LangGraph]]> https://www.yogprajapati.site/writing/human-in-the-loop-langgraph https://www.yogprajapati.site/writing/human-in-the-loop-langgraph Sun, 01 Mar 2026 00:00:00 GMT Yog Prajapati Notes <![CDATA[Eval is a product, not a script]]> https://www.yogprajapati.site/writing/eval-is-a-product https://www.yogprajapati.site/writing/eval-is-a-product Fri, 01 May 2026 00:00:00 GMT Yog Prajapati Essay <![CDATA[Halcyon: reference-free perceptual metrics at scale]]> https://www.yogprajapati.site/writing/halcyon-reference-free-metrics https://www.yogprajapati.site/writing/halcyon-reference-free-metrics Sun, 01 Dec 2024 00:00:00 GMT Yog Prajapati Paper <![CDATA[KV-cache reuse, explained slowly]]> https://www.yogprajapati.site/writing/kv-cache-reuse-explained https://www.yogprajapati.site/writing/kv-cache-reuse-explained Sat, 01 Mar 2025 00:00:00 GMT Yog Prajapati Notes <![CDATA[From notebook to production in 90 days]]> https://www.yogprajapati.site/writing/notebook-to-production-90-days https://www.yogprajapati.site/writing/notebook-to-production-90-days Mon, 01 Sep 2025 00:00:00 GMT Yog Prajapati Talk <![CDATA[Scaling transformers: the hidden tradeoffs]]> https://www.yogprajapati.site/writing/scaling-transformers-101 https://www.yogprajapati.site/writing/scaling-transformers-101 Tue, 01 Apr 2025 00:00:00 GMT Yog Prajapati Essay <![CDATA[RAG systems in production: retrieval gone wrong]]> https://www.yogprajapati.site/writing/rag-systems-in-production https://www.yogprajapati.site/writing/rag-systems-in-production Sat, 01 Feb 2025 00:00:00 GMT Yog Prajapati Notes <![CDATA[The synthetic data trap]]> https://www.yogprajapati.site/writing/synthetic-data-pitfalls https://www.yogprajapati.site/writing/synthetic-data-pitfalls Wed, 01 Jan 2025 00:00:00 GMT Yog Prajapati Essay