blog
Blog.
Thoughts, tutorials, and notes.
Building RAG Agents for Enterprise Knowledge Bases
How I built RAG agents for Confluence internal knowledge base at Viettel Cyber Security — architecture, chunking strategies, and lessons learned.
#RAG#AI#Backend
LangGraph for Multi-Agent Orchestration: Lessons from FinOpt
How we used LangGraph to build a multi-agent financial platform that routes queries between specialized agents with function calling and reasoning.
#LangGraph#AI#Research
MCP Server Integration: Connecting Agents to Jira, Confluence & NocoDB
A practical guide to integrating MCP servers for enterprise tools, enabling AI agents to interact with company knowledge systems.
#MCP#AI#Backend