AI
AI Observability • May 30, 2026
Architecture Guide: agent observability
A system-design view for planning production implementation. how traces, spans, tool logs, and feedback loops expose system behavior
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
AI
AI Agents • May 30, 2026
Common Failure Modes: AI agent routing
The mistakes teams should identify before launch. how to route work across specialized agents without losing control
BA
Backend Engineering • May 30, 2026
Implementation Checklist: backend API observability
A practical checklist for building and reviewing the workflow. how request logs, traces, and metrics expose production failures
PR
Product Engineering • May 30, 2026
Evaluation Strategy: customer account systems
How to measure quality, reliability, and operational readiness. how login, saved content, and user activity shape product loops
MO
Mobile Engineering • May 30, 2026
Deployment Playbook: mobile AI workflows
How to prepare the workflow for CI/CD and production operations. how mobile apps can use AI features without damaging UX or privacy
DA
Database Engineering • May 29, 2026
Tooling Map: database indexing
A map of useful tools, libraries, and platform decisions. how to keep product, analytics, and search queries responsive
CH
ChatGPT Tips, Business Writing • May 29, 2026
ChatGPT Tip: Create Better FAQs
FAQs should answer objections and operational questions.
EV
Evaluation • May 29, 2026
DropTicks Field Notes: AI eval datasets
Opinionated engineering notes for practical AI and software delivery. how to build representative tests from real customer and workflow cases
AI
AI Agents • May 29, 2026
Implementation Checklist: AI agent routing
A practical checklist for building and reviewing the workflow. how to route work across specialized agents without losing control
BA
Backend Engineering • May 29, 2026
Architecture Guide: backend API observability
A system-design view for planning production implementation. how request logs, traces, and metrics expose production failures
PR
Product Engineering • May 28, 2026
Common Failure Modes: customer account systems
The mistakes teams should identify before launch. how login, saved content, and user activity shape product loops
MO
Mobile Engineering • May 28, 2026
Security Review: mobile AI workflows
The security and permission concerns that should be reviewed. how mobile apps can use AI features without damaging UX or privacy