OB
Observability • May 20, 2026
DropTicks Field Notes: error monitoring
Opinionated engineering notes for practical AI and software delivery. how release tracking and error context reduce debugging time
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
DA
Database Engineering • May 20, 2026
Implementation Checklist: database indexing
A practical checklist for building and reviewing the workflow. how to keep product, analytics, and search queries responsive
CH
ChatGPT Tips, Productivity • May 20, 2026
ChatGPT Tip: Debug Your Thinking
ChatGPT can help test assumptions in your own reasoning.
EV
Evaluation • May 20, 2026
Evaluation Strategy: AI eval datasets
How to measure quality, reliability, and operational readiness. how to build representative tests from real customer and workflow cases
FR
Frontend Engineering • May 19, 2026
Security Review: typed frontend state
The security and permission concerns that should be reviewed. how TypeScript, schemas, and state libraries reduce UI bugs
PR
Product Engineering • May 19, 2026
Team Workflow: AI product analytics
How engineering, product, and operations teams should collaborate. how to measure user behavior, downloads, engagement, and conversion
OB
Observability • May 19, 2026
Scaling Notes: error monitoring
How the workflow changes as traffic, users, or data volume grows. how release tracking and error context reduce debugging time
DA
Database Engineering • May 18, 2026
Architecture Guide: database indexing
A system-design view for planning production implementation. how to keep product, analytics, and search queries responsive
CH
ChatGPT Tips, Productivity • May 18, 2026
ChatGPT Tip: Use ChatGPT As A Tutor
Ask it to teach interactively instead of dumping information.
EV
Evaluation • May 18, 2026
Common Failure Modes: AI eval datasets
The mistakes teams should identify before launch. how to build representative tests from real customer and workflow cases
FR
Frontend Engineering • May 18, 2026
Evaluation Strategy: typed frontend state
How to measure quality, reliability, and operational readiness. how TypeScript, schemas, and state libraries reduce UI bugs
PR
Product Engineering • May 17, 2026
Deployment Playbook: AI product analytics
How to prepare the workflow for CI/CD and production operations. how to measure user behavior, downloads, engagement, and conversion