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  • Oct 18, 2025

    Explainable Architecture: The Decisions That Built chat-PrynAI

  • Oct 18, 2025

    Fresh Answers on Demand: How chat-PrynAI Uses OpenAI Web Search

  • Oct 18, 2025

    Rendering AI Replies: Markdown → Safe HTML → Styled Chat

  • Oct 16, 2025

    Long‑Term Memory with LangGraph Store

  • Oct 15, 2025

    File Uploads: From Bytes → Text → Useful Context (Safely)

  • Oct 5, 2025

    Short‑Term Memory: Threads, Checkpoints, and a Transcript You Can Trust

  • Oct 1, 2025

    Safety & Guardrails: Practical Defenses for Chat, Uploads, and Auth

  • Sep 29, 2025

    Production MCP Server on Azure: Auth, Deploy, Update

  • Sep 29, 2025

    Hello, PrynAI — why this blog

Daily technical notes on AI Agents, LangChain, LangGraph, Azure, Langsmith, and Sustainability