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 26, 2026

Evaluation Strategy: mobile AI workflows

How to measure quality, reliability, and operational readiness. how mobile apps can use AI features without damaging UX or privacy

Read article → Save
DA
Database Engineering • May 26, 2026

Deployment Playbook: database indexing

How to prepare the workflow for CI/CD and production operations. how to keep product, analytics, and search queries responsive

Read article → Save
CH
ChatGPT Tips, Business Writing • May 26, 2026

ChatGPT Tip: Write Better Cold Emails

Cold email works better when it is short, specific, and relevant.

Read article → Save
EV
Evaluation • May 26, 2026

Tooling Map: AI eval datasets

A map of useful tools, libraries, and platform decisions. how to build representative tests from real customer and workflow cases

Read article → Save
FR
Frontend Engineering • May 25, 2026

Scaling Notes: typed frontend state

How the workflow changes as traffic, users, or data volume grows. how TypeScript, schemas, and state libraries reduce UI bugs

Read article → Save
PR
Product Engineering • May 25, 2026

Architecture Guide: customer account systems

A system-design view for planning production implementation. how login, saved content, and user activity shape product loops

Read article → Save
MO
Mobile Engineering • May 25, 2026

Common Failure Modes: mobile AI workflows

The mistakes teams should identify before launch. how mobile apps can use AI features without damaging UX or privacy

Read article → Save
DA
Database Engineering • May 25, 2026

Security Review: database indexing

The security and permission concerns that should be reviewed. how to keep product, analytics, and search queries responsive

Read article → Save
CH
ChatGPT Tips, Business Writing • May 25, 2026

ChatGPT Tip: Use ChatGPT For Sales Research

Prepare for calls without generic outreach.

Read article → Save
EV
Evaluation • May 24, 2026

Team Workflow: AI eval datasets

How engineering, product, and operations teams should collaborate. how to build representative tests from real customer and workflow cases

Read article → Save
FR
Frontend Engineering • May 24, 2026

Tooling Map: typed frontend state

A map of useful tools, libraries, and platform decisions. how TypeScript, schemas, and state libraries reduce UI bugs

Read article → Save
PR
Product Engineering • May 24, 2026

DropTicks Field Notes: AI product analytics

Opinionated engineering notes for practical AI and software delivery. how to measure user behavior, downloads, engagement, and conversion

Read article → Save