Articles

AI engineering notes from real workflow work

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

CH
ChatGPT Tips, Business Writing • May 29, 2026

ChatGPT Tip: Create Better FAQs

FAQs should answer objections and operational questions.

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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

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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

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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

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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

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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

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DA
Database Engineering • May 28, 2026

Team Workflow: database indexing

How engineering, product, and operations teams should collaborate. how to keep product, analytics, and search queries responsive

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CH
ChatGPT Tips, Business Writing • May 28, 2026

ChatGPT Tip: Use ChatGPT For Proposal Drafts

Turn discovery notes into a client-ready proposal outline.

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EV
Evaluation • May 27, 2026

Scaling Notes: AI eval datasets

How the workflow changes as traffic, users, or data volume grows. how to build representative tests from real customer and workflow cases

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AI
AI Agents • May 27, 2026

Architecture Guide: AI agent routing

A system-design view for planning production implementation. how to route work across specialized agents without losing control

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FR
Frontend Engineering • May 27, 2026

DropTicks Field Notes: typed frontend state

Opinionated engineering notes for practical AI and software delivery. how TypeScript, schemas, and state libraries reduce UI bugs

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PR
Product Engineering • May 27, 2026

Implementation Checklist: customer account systems

A practical checklist for building and reviewing the workflow. how login, saved content, and user activity shape product loops

Read article → Save