Mar 24 • General discussion
Your AI Agent Forgets Everything About You. Every. Single. Time.
Think about this for a second.
Every time you open a new chat with Claude or ChatGPT, you start from zero. You explain your business again. You describe your ICP again. You paste your tone of voice again. You remind it what you're working on, what your goals are, what your team looks like.
Every single time.
It's like hiring a brilliant employee who gets amnesia at the end of every conversation.
Now imagine the opposite. You open a new chat and your AI already knows your business inside out. Your strategy. Your brand. Your ICP. Your writing style. Your current projects. Your team. What you discussed in your last meeting. What decisions you made yesterday.
No re-explaining. No context dumps. No wasted time.
That's what happens when you build a second brain for your AI.
Here's how it works, and it's simpler than you think.
I use Obsidian for this. It's free, it's local, and all it really is under the hood is a folder of markdown files on your computer. Each file holds a specific piece of context about you, your business, or your work. One file for your ICP. One for your brand voice. One for your current projects. One for meeting notes. One for decisions and rules.
You point your AI agent (Claude, Codex, whatever you use) to that same Obsidian folder. Now it can read and write to those files anytime it needs context.
The key is one instruction file at the root (a CLAUDE.md or equivalent) that tells the AI how the folder is structured and where to find what. Think of it like a map for your agent to navigate your knowledge.
So when you ask "What should I focus on today?" it pulls your current projects, checks your recent meeting notes, and gives you an answer that actually makes sense for YOUR situation. Not generic advice. Real, contextualized direction.
But here's where it gets really powerful.
It updates itself.
When you make a decision in a chat, you tell your AI to log it. When you correct something ("never use that phrase in my content"), it saves that as a rule. When a project status changes, it updates the file.
The more you use it, the smarter it gets. Not because the model improved. Because YOUR context grew.
After a month of this, your AI agent knows more about your business than most of your employees do. After six months, it's irreplaceable.
And here's what most people miss: this context works across any AI you use. Same folder. Same files. Claude, Codex, Cursor, whatever comes next. The AI changes. Your second brain stays.
Now scale this to a team.
Everyone on your team points their AI agent to the same shared folder. Instantly, every person's AI has access to your strategy docs, your ICP, your brand voice, your SOPs. A new hire's AI agent is as informed on day one as your most senior team member.
One engineer can write marketing copy that sounds exactly like you because the voice guide is right there. One sales rep can follow up with perfect context because the meeting transcripts and CRM notes are all accessible.
This is not just a productivity hack. This is a completely different way to run a business.
The businesses that start building their context library today are not just getting a head start on a tool. They're building a moat. Six months of logged decisions, rules, corrections, and project history is something no competitor can copy by just downloading the same software.
The model is the engine. Your context is the fuel. Without fuel, every engine runs the same.
Download Obsidian. Start building your second brain. Even if it's just five files. The compound effect will surprise you.
— Neel
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Your AI Agent Forgets Everything About You. Every. Single. Time.
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