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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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103 published articles

System Prompt vs User Prompt: Why the Difference Matters
system prompt vs user prompt 11 min read

System Prompt vs User Prompt: Why the Difference Matters

System prompt vs user prompt, explained plainly. What each one does, why AI ignores instructions, and how to set standing context that actually sticks.

Junaid Khalid August 15, 2026
The Second Brain Method: A Step by Step System
second brain system 14 min read

The Second Brain Method: A Step by Step System

The second brain method in clear steps: capture, organize, distill, and keep it current so it actually feeds your AI. Start the system today.

Junaid Khalid August 14, 2026
How to Reduce AI Hallucinations With Better Context
ai hallucination rates 12 min read

How to Reduce AI Hallucinations With Better Context

Your ai hallucination rate is usually a context problem, not a model problem. Measure it, then cut it with the fixes and current context here.

Junaid Khalid August 14, 2026
Personal Knowledge Management Systems in the AI Era
personal knowledge management 12 min read

Personal Knowledge Management Systems in the AI Era

Personal knowledge management systems compared for the AI era: what PKM tools capture, where they go stale, and how to pick one your AI can actually read.

Junaid Khalid August 13, 2026
Personal AI Assistant That Actually Knows You
personalized ai assistant 12 min read

Personal AI Assistant That Actually Knows You

Most personal AI assistants forget you the moment a chat ends. Here is how to build one that knows your work, your voice, and stays current.

Junaid Khalid August 13, 2026
Building a Zettelkasten in Obsidian With AI Assistance
zettelkasten obsidian 13 min read

Building a Zettelkasten in Obsidian With AI Assistance

A practical guide to building an Obsidian Zettelkasten and using AI to draft, link, and query your atomic notes without breaking the method.

Junaid Khalid August 12, 2026
Obsidian Kanban Plugin: Project Tracking Inside Your Notes
obsidian-tasks plugin 10 min read

Obsidian Kanban Plugin: Project Tracking Inside Your Notes

Set up the Obsidian Kanban plugin for real project tracking, pair it with the Tasks plugin, and see where board-based note systems stop scaling.

Junaid Khalid August 12, 2026
Obsidian Bases vs Dataview: Which to Use in 2026
obsidian bases vs dataview 11 min read

Obsidian Bases vs Dataview: Which to Use in 2026

Obsidian Bases plugin vs Dataview compared: setup, speed, syntax, and when to pick each. A clear 2026 decision guide with a side-by-side table.

Junaid Khalid August 11, 2026
7 Best Obsidian AI Plugins Worth Installing
obsidian ai plugin 12 min read

7 Best Obsidian AI Plugins Worth Installing

The 7 best Obsidian AI plugins: Copilot, Smart Connections, Text Generator and more. What each does, where it breaks, and when a plugin is not enough.

Junaid Khalid August 11, 2026
Obsidian AI Assistant Setup for Beginners
obsidian-ai assistant 11 min read

Obsidian AI Assistant Setup for Beginners

Set up an Obsidian AI assistant step by step: pick a plugin, add a model key, and fix the one gap plugins cannot cover.

Junaid Khalid August 10, 2026
Notion Second Brain Templates: Do They Actually Work
notion second brain template 11 min read

Notion Second Brain Templates: Do They Actually Work

Notion second brain templates look great on day one. Here is what actually breaks by week three, and how to pick one that survives real use.

Junaid Khalid August 10, 2026
Notion AI vs ChatGPT: Which One to Actually Use
notion ai vs chatgpt reddit 11 min read

Notion AI vs ChatGPT: Which One to Actually Use

Notion AI vs ChatGPT compared on real jobs: writing in your docs, deep reasoning, memory, and price. See which to use, when, and why context beats both.

Junaid Khalid August 9, 2026