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Field notes on memory, context, and AI that knows your work.

Long-form articles on AI memory, second brains, context engineering, and keeping your knowledge useful without organizing everything by hand.

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English publishes first. Translations appear here as they go live.

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103 published articles

Obsidian as a Second Brain: Why It Goes Stale (and the Hands-Off Alternative)
obsidian second brain setup 11 min read

Obsidian as a Second Brain: Why It Goes Stale (and the Hands-Off Alternative)

Obsidian is a great second brain until you have to maintain it by hand. Here is a real setup, why it goes stale for AI, and the hands-off alternative.

Junaid Khalid July 9, 2026
Obsidian vs Notion for a Second Brain (and Why the Winner Still Goes Stale)
obsidian vs notion second brain 9 min read

Obsidian vs Notion for a Second Brain (and Why the Winner Still Goes Stale)

Obsidian vs Notion for a second brain, compared honestly on storage, databases, ease, pricing, and AI. Plus why the winner still goes stale, and the fix.

Junaid Khalid July 9, 2026
ChatGPT Memory vs Claude Memory: Which One Should You Trust
chatgpt memory 13 min read

ChatGPT Memory vs Claude Memory: Which One Should You Trust

ChatGPT memory and Claude memory cannot see each other, so your context resets when you switch tools. Why that happens, and the one fix that serves both.

Junaid Khalid July 8, 2026
ChatGPT Custom Instructions That Make AI Sound Like You
best custom instructions for chatgpt 9 min read

ChatGPT Custom Instructions That Make AI Sound Like You

Copy-paste ChatGPT custom instructions examples, a reusable template, the real character limit, and how to make ChatGPT actually sound like you.

Junaid Khalid July 8, 2026
How to Give Your AI a Memory That Actually Lasts
claude memory tool 10 min read

How to Give Your AI a Memory That Actually Lasts

Claude memory, ChatGPT memory, and CLAUDE.md explained. How to give your AI a persistent memory that stays current across every chat and both tools.

Junaid Khalid July 7, 2026
Prompt Packs vs Memory Packs: Why Frozen Prompts Cannot Keep Up
ai prompt pack 11 min read

Prompt Packs vs Memory Packs: Why Frozen Prompts Cannot Keep Up

What is a prompt pack, where to find free prompt packs, and why a Memory Pack, live injectable AI context you can share, beats frozen prompt text every time.

Junaid Khalid July 7, 2026