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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

Claude Memory MCP: Connecting Persistent Context Tools
claude code memory mcp 12 min read

Claude Memory MCP: Connecting Persistent Context Tools

Claude memory MCP explained: how Model Context Protocol connects Claude to a persistent context store so it stops forgetting your work between sessions.

Junaid Khalid August 4, 2026
Claude Code Memory: How Persistent Context Works
claude code persistent memory 11 min read

Claude Code Memory: How Persistent Context Works

How Claude Code memory works: CLAUDE.md files, the /memory command, import syntax, and adding real persistent context over MCP so it never goes stale.

Junaid Khalid August 4, 2026
Chat With PDF: What It Is and Where It Breaks Down
chat pdf free 11 min read

Chat With PDF: What It Is and Where It Breaks Down

Chat with PDF tools answer questions from one document. Here is how they work, where they break down, and what to use when you need lasting context.

Junaid Khalid August 4, 2026
How to Build a Second Brain With AI in a Weekend
how to build a second brain 14 min read

How to Build a Second Brain With AI in a Weekend

Build a second brain with AI in a weekend: a concrete two-day plan to turn your notes, PDFs, and dictation into context your AI can actually use.

Junaid Khalid July 29, 2026
Best Second Brain Apps Compared for 2026
best second brain app 12 min read

Best Second Brain Apps Compared for 2026

The best second brain apps compared for 2026: Obsidian, Notion, NotebookLM, Logseq, and one that maintains itself. Real features, real limits, real picks.

Junaid Khalid July 29, 2026
Best Ollama Models to Run Locally Right Now
best ollama model 10 min read

Best Ollama Models to Run Locally Right Now

The best Ollama models by task and RAM, with pull commands and a comparison table. Pick the right local model instead of guessing from the list.

Junaid Khalid July 28, 2026
Best Local LLM Models for Everyday Use
best local llm models 11 min read

Best Local LLM Models for Everyday Use

The best local LLM models for chat, coding, and notes, ranked by what your hardware can actually run. Real RAM needs, speed, and setup steps.

Junaid Khalid July 28, 2026
Best Claude Skills Worth Installing Right Now
awesome claude skills 11 min read

Best Claude Skills Worth Installing Right Now

The best Claude skills worth installing right now, what each one does, where to find them, and the one gap no skill fixes on its own.

Junaid Khalid July 28, 2026
Best AI Note-Taking Apps That Aren't Just Transcribers
best ai note-taking app 12 min read

Best AI Note-Taking Apps That Aren't Just Transcribers

The best ai note-taking app does more than transcribe. Compare 7 real tools on memory, retrieval, and whether your notes actually stay current.

Junaid Khalid July 27, 2026
AI Writing Assistant That Remembers Your Style
ai assistant for writing 12 min read

AI Writing Assistant That Remembers Your Style

Most AI writing assistants forget who you are between chats. Here is how to pick one that remembers your voice, facts, and decisions and stays current.

Junaid Khalid July 26, 2026
AI Knowledge Base Software: Beyond Help Desk Tools
ai powered knowledge base software 13 min read

AI Knowledge Base Software: Beyond Help Desk Tools

Most ai-powered knowledge base software is help-desk software with search bolted on. Here is what actually keeps your knowledge current and AI-ready.

Junaid Khalid July 26, 2026
Real AI Hallucination Examples and What Caused Them
ai hallucination example 13 min read

Real AI Hallucination Examples and What Caused Them

Real AI hallucination examples, from fake court cases to invented citations, plus the exact cause behind each one and how to stop them.

Junaid Khalid July 26, 2026