RA
RAG • Jul 14, 2026
Implementation Checklist: RAG source quality
A practical checklist for building and reviewing the workflow. how document quality, chunking, metadata, and citations affect answer quality
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
RA
RAG • Jul 12, 2026
Architecture Guide: RAG source quality
A system-design view for planning production implementation. how document quality, chunking, metadata, and citations affect answer quality
RA
RAG • Apr 30, 2026
DropTicks Field Notes: knowledge base ingestion
Opinionated engineering notes for practical AI and software delivery. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 28, 2026
Scaling Notes: knowledge base ingestion
How the workflow changes as traffic, users, or data volume grows. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 26, 2026
Tooling Map: knowledge base ingestion
A map of useful tools, libraries, and platform decisions. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 25, 2026
Team Workflow: knowledge base ingestion
How engineering, product, and operations teams should collaborate. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 23, 2026
Deployment Playbook: knowledge base ingestion
How to prepare the workflow for CI/CD and production operations. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 22, 2026
Security Review: knowledge base ingestion
The security and permission concerns that should be reviewed. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 20, 2026
Evaluation Strategy: knowledge base ingestion
How to measure quality, reliability, and operational readiness. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 19, 2026
Common Failure Modes: knowledge base ingestion
The mistakes teams should identify before launch. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 17, 2026
Implementation Checklist: knowledge base ingestion
A practical checklist for building and reviewing the workflow. how to clean, chunk, version, and refresh documents
RA
RAG • Apr 16, 2026
Architecture Guide: knowledge base ingestion
A system-design view for planning production implementation. how to clean, chunk, version, and refresh documents