Your teammate solved this yesterday. Your AI has no idea.

“Has anyone seen this before?” Steve typed into Slack.

I had. Three weeks ago. But that fix lived in a Claude session that was long gone. By the time I saw his message, he'd already spent an hour figuring it out himself.

That kept happening. Not just between us, but across every team we worked with. Someone would solve a problem in an AI coding session, and the knowledge would vanish when the session ended. A week later, another dev would hit the same wall, burn the same time, find the same answer.

The fixes existed. They were just trapped in sessions nobody else could see.

But duplicated work was only half the problem. We started noticing something worse: devs on the same team making changes that directly conflicted with each other. One dev would refactor an API endpoint while another was building a feature on top of the old version. Neither knew what the other was doing. By the time they figured it out, someone's work had to be thrown away and redone.

It wasn't a communication problem. These were good teams. They just had no way to see what their teammates were doing in real time across AI sessions.

We've both been all-in on AI dev tools since day one. Claude, ChatGPT, Gemini, Cursor, all of it, every day. And the biggest problem wasn't the AI. It was that everything we learned disappeared the moment we closed a session. Decisions, fixes, patterns, all gone.

So we did the scrappiest thing we could think of: we built an MCP server that saved everything to a Google Doc. Yeah, a Google Doc. But it worked. Every AI session could finally read from the same place.

From there we built Goldfish, a real memory layer with different context sizes. It worked great for us. But that was the problem. Goldfish was personal. Nobody else could see our sessions. We couldn't see each other's. Teams were still working in isolation, just with better individual memory.

That's the moment Recall became obvious.

We took what we built with Goldfish, made it secure, and rebuilt it so entire teams could share what they learn automatically. No extra work. No Notion docs nobody reads. No Slack threads nobody searches.

One dev solves it. Every dev knows it.

Now when someone on your team hits a bug, their AI assistant already knows if a teammate solved it last week. When someone starts refactoring a module, the rest of the team's sessions know about it. Junior developers work like senior developers because they have access to every solution the team has ever found. And nobody wastes another hour on a problem that was already solved last Tuesday, or worse, building something that has to be thrown away because it conflicts with work they didn't know about.

If you're on a team using AI tools, try Recall. It's free, takes two minutes to set up, and it will change how your team works.

We built Recall with Recall. We're not going back.