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, Productivity • May 09, 2026

ChatGPT Tip: Use ChatGPT To Build SOPs

Standard operating procedures help teams repeat work consistently.

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AI
AI Operations • May 09, 2026

Team Workflow: prompt versioning

How engineering, product, and operations teams should collaborate. how to track prompt changes like production software artifacts

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AI
AI Governance • May 09, 2026

Deployment Playbook: enterprise AI permissions

How to prepare the workflow for CI/CD and production operations. how identity, roles, audit logs, and least privilege shape AI tools

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FR
Frontend Engineering • May 09, 2026

Tooling Map: component testing

A map of useful tools, libraries, and platform decisions. how UI tests, stories, accessibility, and states reduce regressions

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ML
MLOps • May 08, 2026

DropTicks Field Notes: model registry operations

Opinionated engineering notes for practical AI and software delivery. how to track, promote, roll back, and audit models

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OB
Observability • May 08, 2026

Implementation Checklist: error monitoring

A practical checklist for building and reviewing the workflow. how release tracking and error context reduce debugging time

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BA
Backend Engineering • May 08, 2026

Evaluation Strategy: queue design

How to measure quality, reliability, and operational readiness. how background jobs, retries, idempotency, and monitoring keep workflows reliable

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CH
ChatGPT Tips, Productivity • May 08, 2026

ChatGPT Tip: Ask For Output In JSON Or CSV

Structured output is useful for spreadsheets, imports, and automation.

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AI
AI Operations • May 07, 2026

Deployment Playbook: prompt versioning

How to prepare the workflow for CI/CD and production operations. how to track prompt changes like production software artifacts

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AI
AI Governance • May 07, 2026

Security Review: enterprise AI permissions

The security and permission concerns that should be reviewed. how identity, roles, audit logs, and least privilege shape AI tools

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FR
Frontend Engineering • May 07, 2026

Team Workflow: component testing

How engineering, product, and operations teams should collaborate. how UI tests, stories, accessibility, and states reduce regressions

Read article → Save
ML
MLOps • May 07, 2026

Scaling Notes: model registry operations

How the workflow changes as traffic, users, or data volume grows. how to track, promote, roll back, and audit models

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