Jekyll2026-07-12T02:27:23+00:00https://blog.jztan.com/feed.xmlKevin TanThoughts on cloud architecture, AWS, and engineering leadership. By Kevin Tan, Cloud Solutions Architect & Engineering Leader.Kevin TanHow to Evaluate LLM Agents: 5 Patterns That Catch Failures2026-07-11T21:00:00+00:002026-07-11T21:00:00+00:00https://blog.jztan.com/how-to-evaluate-llm-agentsKevin TanRAG for AI Agents: 6 Decisions That Make or Break Retrieval2026-07-10T12:30:00+00:002026-07-10T12:30:00+00:00https://blog.jztan.com/rag-for-ai-agents-decision-guideKevin TanHow One Search Change Eliminated an Entire Agent Step2026-07-04T21:00:00+00:002026-07-04T21:00:00+00:00https://blog.jztan.com/how-paragraph-excerpts-changed-agent-behaviorKevin TanHow to Evaluate an MCP Server With an LLM: 17 Bugs Found and Fixed2026-06-27T21:00:00+00:002026-06-27T21:00:00+00:00https://blog.jztan.com/evaluate-mcp-server-with-llmKevin TanHow AI Agents Should Read PDFs: 5 Patterns That Survived Production2026-06-24T21:00:00+00:002026-06-24T21:00:00+00:00https://blog.jztan.com/ai-agent-pdf-reading-patternsKevin TanHow I Built a Serverless Newsletter on AWS (SES + Lambda + DynamoDB)2026-06-20T21:00:00+00:002026-06-20T21:00:00+00:00https://blog.jztan.com/how-i-built-a-serverless-newsletter-on-awsKevin TanMCP Tool Sprawl: How I Cut 69 Tools to 43 With a Decorator2026-06-13T21:00:00+00:002026-06-13T21:00:00+00:00https://blog.jztan.com/mcp-tool-sprawl-consolidationKevin TanHow to Deploy a Python MCP Server: Remote HTTP, Auth, and Docker2026-06-09T12:30:00+00:002026-06-23T11:51:02+00:00https://blog.jztan.com/how-to-deploy-a-python-mcp-serverKevin TanSection-Level RAG: Why BM25 Beat Hybrid Search in My Benchmark2026-06-06T21:00:00+00:002026-06-06T21:00:00+00:00https://blog.jztan.com/bm25-vs-hybrid-search-section-ragKevin TanSection Chunking vs Page Chunking for AI Agents: ~6 Fewer Tool Calls Per PDF Query2026-05-30T21:00:00+00:002026-05-30T21:00:00+00:00https://blog.jztan.com/section-chunking-vs-page-chunking-ai-agentsKevin Tan