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 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

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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

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CH
ChatGPT Tips, Business Writing • May 25, 2026

ChatGPT Tip: Use ChatGPT For Sales Research

Prepare for calls without generic outreach.

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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

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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

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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

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MO
Mobile Engineering • May 23, 2026

Implementation Checklist: mobile AI workflows

A practical checklist for building and reviewing the workflow. how mobile apps can use AI features without damaging UX or privacy

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DA
Database Engineering • May 23, 2026

Evaluation Strategy: database indexing

How to measure quality, reliability, and operational readiness. how to keep product, analytics, and search queries responsive

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CH
ChatGPT Tips, Business Writing • May 23, 2026

ChatGPT Tip: Turn Customer Feedback Into Themes

Cluster messy feedback into patterns and opportunities.

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EV
Evaluation • May 23, 2026

Deployment Playbook: AI eval datasets

How to prepare the workflow for CI/CD and production operations. how to build representative tests from real customer and workflow cases

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FR
Frontend Engineering • May 22, 2026

Team Workflow: typed frontend state

How engineering, product, and operations teams should collaborate. how TypeScript, schemas, and state libraries reduce UI bugs

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PR
Product Engineering • May 22, 2026

Scaling Notes: AI product analytics

How the workflow changes as traffic, users, or data volume grows. how to measure user behavior, downloads, engagement, and conversion

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