AI
AI Governance • Jul 13, 2026
Scaling Notes: AI governance workflow
How the workflow changes as traffic, users, or data volume grows. how teams define ownership, review paths, and measurable risk controls
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
SE
Search Engineering • Jul 12, 2026
DropTicks Field Notes: search relevance engineering
Opinionated engineering notes for practical AI and software delivery. how lexical, vector, hybrid, and reranked search combine
SO
Software Engineering • Jul 12, 2026
Implementation Checklist: software architecture reviews
A practical checklist for building and reviewing the workflow. how to evaluate coupling, boundaries, state, and failure modes
LO
Local AI • Jul 12, 2026
Evaluation Strategy: local LLM prototyping
How to measure quality, reliability, and operational readiness. how local models support demos, privacy-sensitive tests, and offline workflows
DE
DevOps and CI/CD • Jul 11, 2026
Deployment Playbook: AI-aware deployment pipelines
How to prepare the workflow for CI/CD and production operations. how deployment pipelines should handle prompts, evals, migrations, secrets, caches, queues, and scheduled AI jobs together
AI
AI Governance • Jul 11, 2026
Tooling Map: AI governance workflow
A map of useful tools, libraries, and platform decisions. how teams define ownership, review paths, and measurable risk controls
LL
LLM Engineering • Jul 11, 2026
DropTicks Field Notes: tool-calling reliability
Opinionated engineering notes for practical AI and software delivery. how to validate tool arguments, retries, failures, and side effects
SE
Search Engineering • Jul 11, 2026
Scaling Notes: search relevance engineering
How the workflow changes as traffic, users, or data volume grows. how lexical, vector, hybrid, and reranked search combine
SO
Software Engineering • Jul 10, 2026
Architecture Guide: software architecture reviews
A system-design view for planning production implementation. how to evaluate coupling, boundaries, state, and failure modes
LO
Local AI • Jul 10, 2026
Common Failure Modes: local LLM prototyping
The mistakes teams should identify before launch. how local models support demos, privacy-sensitive tests, and offline workflows
DE
DevOps and CI/CD • Jul 10, 2026
Security Review: AI-aware deployment pipelines
The security and permission concerns that should be reviewed. how deployment pipelines should handle prompts, evals, migrations, secrets, caches, queues, and scheduled AI jobs together