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 • Jun 17, 2026

ChatGPT Tip: Ask For Privacy Review

Before sharing sensitive data, ask what should be removed or anonymized.

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AI
AI Security • Jun 16, 2026

Implementation Checklist: MCP connector security

A practical checklist for building and reviewing the workflow. how to connect tools and data sources without overexposing permissions

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AI
AI Engineering • Jun 16, 2026

Evaluation Strategy: AI engineering operating model

How to measure quality, reliability, and operational readiness. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

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DA
Data Engineering • Jun 16, 2026

Common Failure Modes: data pipeline orchestration

The mistakes teams should identify before launch. how batch jobs, DAGs, and transforms power reliable analytics

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AI
AI Workflows • Jun 16, 2026

Security Review: content workflow automation

The security and permission concerns that should be reviewed. how creators turn raw source material into reusable publishing assets

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MO
Mobile Engineering • Jun 15, 2026

Team Workflow: offline-first mobile AI

How engineering, product, and operations teams should collaborate. how to design resilient mobile experiences around network and model constraints

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SO
Software Engineering • Jun 15, 2026

Scaling Notes: event-driven architecture

How the workflow changes as traffic, users, or data volume grows. how streams, queues, and workflow engines coordinate systems

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CH
ChatGPT Tips, Productivity • Jun 15, 2026

ChatGPT Tip: Make Charts More Useful

A chart prompt should say who will read it and what decision it supports.

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AI
AI Security • Jun 15, 2026

Architecture Guide: MCP connector security

A system-design view for planning production implementation. how to connect tools and data sources without overexposing permissions

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AI
AI Engineering • Jun 15, 2026

Common Failure Modes: AI engineering operating model

The mistakes teams should identify before launch. how teams combine product thinking, model behavior, software architecture, testing, and operations into one AI delivery practice

Read article → Save
DA
Data Engineering • Jun 15, 2026

Implementation Checklist: data pipeline orchestration

A practical checklist for building and reviewing the workflow. how batch jobs, DAGs, and transforms power reliable analytics

Read article → Save
AI
AI Workflows • Jun 14, 2026

Evaluation Strategy: content workflow automation

How to measure quality, reliability, and operational readiness. how creators turn raw source material into reusable publishing assets

Read article → Save