Articles

AI engineering notes from real workflow work

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

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

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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

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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

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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.

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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

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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

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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

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