Articles

AI engineering notes from real workflow work

Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.

MO
Mobile Engineering • May 22, 2026

Architecture Guide: mobile AI workflows

A system-design view for planning production implementation. how mobile apps can use AI features without damaging UX or privacy

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DA
Database Engineering • May 22, 2026

Common Failure Modes: database indexing

The mistakes teams should identify before launch. how to keep product, analytics, and search queries responsive

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CH
ChatGPT Tips, Productivity • May 21, 2026

ChatGPT Tip: Make Better Decisions With Premortems

A premortem imagines failure before it happens.

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EV
Evaluation • May 21, 2026

Security Review: AI eval datasets

The security and permission concerns that should be reviewed. how to build representative tests from real customer and workflow cases

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FR
Frontend Engineering • May 21, 2026

Deployment Playbook: typed frontend state

How to prepare the workflow for CI/CD and production operations. how TypeScript, schemas, and state libraries reduce UI bugs

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PR
Product Engineering • May 21, 2026

Tooling Map: AI product analytics

A map of useful tools, libraries, and platform decisions. how to measure user behavior, downloads, engagement, and conversion

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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

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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

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CH
ChatGPT Tips, Productivity • May 20, 2026

ChatGPT Tip: Debug Your Thinking

ChatGPT can help test assumptions in your own reasoning.

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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

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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

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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

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