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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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85 published articles

How to Clear or Reset ChatGPT Memory Safely
how to delete chatgpt memory 10 min read

How to Clear or Reset ChatGPT Memory Safely

How to clear ChatGPT memory the safe way: delete single facts, wipe everything, or reset without losing chats. Exact steps for web, iOS, and Android.

Junaid Khalid August 6, 2026
How Notion AI Actually Works Under the Hood
does notion use ai 11 min read

How Notion AI Actually Works Under the Hood

How does Notion AI work? A plain breakdown of the models, retrieval, and workspace context behind it, plus where its knowledge goes stale.

Junaid Khalid August 5, 2026
How NotebookLM Works and Where It Falls Short
what does notebooklm do 11 min read

How NotebookLM Works and Where It Falls Short

How does NotebookLM work, what it does, and the real limits: source caps, staleness, and no auto-updates. A plain breakdown with a comparison table.

Junaid Khalid August 5, 2026
Auto-Generating a Claude.md File for Any Codebase
generate claude.md 11 min read

Auto-Generating a Claude.md File for Any Codebase

How to generate a Claude.md file for any codebase, what to put in it, and how to keep it from going stale once the code moves on.

Junaid Khalid August 4, 2026
How to Export Your AI Setup So Your Team Can Use It Too
export your data from gmail 12 min read

How to Export Your AI Setup So Your Team Can Use It Too

Export your data and AI context into a portable pack your team can install. A guide to moving your setup out of one machine and into shared hands.

Junaid Khalid August 4, 2026
Does Claude Have Memory Like ChatGPT?
does claude have memory like chatgpt 11 min read

Does Claude Have Memory Like ChatGPT?

Does Claude have memory across chats like ChatGPT? Here is exactly what Claude remembers, what it forgets, and how to give it lasting context.

Junaid Khalid August 4, 2026
Obsidian Dataview Plugin: A Practical Starter Guide
obsidian dataview plugin 9 min read

Obsidian Dataview Plugin: A Practical Starter Guide

Set up the Dataview Obsidian plugin, write your first queries, and see how it compares to the native Bases plugin. Copyable examples included.

Junaid Khalid August 4, 2026
Building a Custom GPT Knowledge Pack for Your Team
create custom gpt 12 min read

Building a Custom GPT Knowledge Pack for Your Team

Creating custom GPT knowledge packs for your team: what to feed the builder, how to structure the files, and how to keep the knowledge from going stale.

Junaid Khalid August 4, 2026
Context Window Explained: Why Bigger Isn't Always Better
what is a context window 11 min read

Context Window Explained: Why Bigger Isn't Always Better

A context window is your AI's short-term memory. Learn what it is, why bigger windows still miss your real context, and what actually fixes generic output.

Junaid Khalid August 4, 2026
Claude Skills Marketplace: Finding and Sharing Skill Packs
claude code skills marketplace 12 min read

Claude Skills Marketplace: Finding and Sharing Skill Packs

Where to find a Claude skills marketplace, how to share skill packs, and why a shared repo of skills still goes stale without live context.

Junaid Khalid August 4, 2026
Claude Prompt Library: Building Reusable Prompts With Memory
ai prompt library 12 min read

Claude Prompt Library: Building Reusable Prompts With Memory

The Claude prompt library gives you tested starter prompts. Learn what it is, how to build your own, and why memory beats a frozen prompt file.

Junaid Khalid August 4, 2026
Claude Memory Skill: Building Your Own Persistent Context
claude memory tool 11 min read

Claude Memory Skill: Building Your Own Persistent Context

A practical guide to the Claude memory skill: build persistent context, wire it via agent skills, and keep it current so Claude stops forgetting you.

Junaid Khalid August 4, 2026