TE
Testing • Apr 26, 2026
DropTicks Field Notes: browser automation testing
Opinionated engineering notes for practical AI and software delivery. how Playwright and Cypress support reliable end-to-end coverage
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
ML
MLOps • Apr 26, 2026
Implementation Checklist: model registry operations
A practical checklist for building and reviewing the workflow. how to track, promote, roll back, and audit models
OB
Observability • Apr 26, 2026
Evaluation Strategy: observability dashboards
How to measure quality, reliability, and operational readiness. how metrics, logs, traces, and alerts guide product operations
BA
Backend Engineering • Apr 25, 2026
Deployment Playbook: API validation
How to prepare the workflow for CI/CD and production operations. how typed validation reduces integration bugs and unsafe model actions
CH
ChatGPT Tips, Business Writing • Apr 25, 2026
ChatGPT Tip: Use Canvas For Long Writing
Canvas-style workflows are better for drafts that need editing, revision, and structure.
LL
LLM Infrastructure • Apr 25, 2026
Tooling Map: LLM gateway design
A map of useful tools, libraries, and platform decisions. how to centralize provider access, budgets, routing, and observability
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
TE
Testing • Apr 25, 2026
Scaling Notes: browser automation testing
How the workflow changes as traffic, users, or data volume grows. how Playwright and Cypress support reliable end-to-end coverage
ML
MLOps • Apr 24, 2026
Architecture Guide: model registry operations
A system-design view for planning production implementation. how to track, promote, roll back, and audit models
OB
Observability • Apr 24, 2026
Common Failure Modes: observability dashboards
The mistakes teams should identify before launch. how metrics, logs, traces, and alerts guide product operations
BA
Backend Engineering • Apr 24, 2026
Security Review: API validation
The security and permission concerns that should be reviewed. how typed validation reduces integration bugs and unsafe model actions
CH
ChatGPT Tips, Research • Apr 24, 2026
ChatGPT Tip: Use Deep Research For Complex Reports
Deep Research is better for multi-source research than a quick answer.