Articles

AI engineering notes from real workflow work

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

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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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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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ChatGPT Tips, Productivity • Jun 14, 2026

ChatGPT Tip: Use ChatGPT For Data Analysis Questions

Ask for the analysis plan before charts or conclusions.

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ChatGPT Tips, Productivity • Jun 12, 2026

ChatGPT Tip: Improve Image Prompts

Image generation works better with subject, setting, style, composition, and constraints.

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ChatGPT Tips, Software Engineering • Jun 10, 2026

ChatGPT Tip: Use ChatGPT For Frontend States

UI prompts should include loading, empty, error, success, and mobile states.

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ChatGPT Tips, Software Engineering • Jun 09, 2026

ChatGPT Tip: Use ChatGPT For Laravel Workflows

Laravel prompts improve when you name migrations, models, routes, policies, and tests.

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ChatGPT Tips, Software Engineering • Jun 07, 2026

ChatGPT Tip: Ask For API Request Examples

Good API help includes payloads, errors, and validation.

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ChatGPT Tips, Software Engineering • Jun 06, 2026

ChatGPT Tip: Use ChatGPT For SQL Help

SQL prompts need schema, desired output, and performance constraints.

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ChatGPT Tips, Software Engineering • Jun 04, 2026

ChatGPT Tip: Generate Regex Carefully

Regex needs examples and counterexamples.

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ChatGPT Tips, Software Engineering • Jun 03, 2026

ChatGPT Tip: Use ChatGPT To Review Pull Requests

AI review is useful when it focuses on risks and missing tests.

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ChatGPT Tips, Software Engineering • Jun 01, 2026

ChatGPT Tip: Ask For Tests Before Code

Test-first prompting improves implementation quality.

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ChatGPT Tips, Software Engineering • May 31, 2026

ChatGPT Tip: Use ChatGPT For Code Explanation

Ask for explanations that help you work, not just describe syntax.

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