Introducing Scuba

Introducing Scuba, the shared context engine for teams and their agents. So everyone can stay aligned and move faster, together.

We believe AI should amplify your judgment, taste, and expertise. Every company should build with a mind of its own.

Scuba is the shared memory your team has been missing. Capture anything. Share what matters. Scuba organizes it all automatically.

With Scuba and our agents, our 10-person company builds like a 100-person one. Yours can, too.

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Why alignment matters more than ever

Everyone is moving faster on their own with AI. But how many teams feel they’re moving smarter together?

Speed doesn’t add up when the team runs in different directions. Effort gets wasted. Lessons get orphaned. Tempers run hot.

Old alignment tools can’t keep up. The all-hands is too slow. The wiki too stale. The strategy docs too long.

AI gives you instant answers. But your competitors get the same ones, averaged from the public internet.

Your team isn’t average. It has a point of view.

Context is everything

Frontier models aren’t intelligence bound. They’re context constrained. That’s why we’re building Scuba. Two breakthroughs make it possible.

AI can instantly make sense of fragmented context. The tabs, screenshots, Slack threads, PDFs, and voice braindumps. So your learning compounds.

AI can track your team’s knowledge, decisions, and plans as they evolve. No manual editing required. Imagine Karpathy’s LLM Wiki, upgraded for your whole team.

The companies that win will keep their teams and agents continuously learning and aligned. Scuba makes that possible for every team.

How Scuba works for your team

Never lose a great idea

Scuba lets you capture what matters so your team can move as one. The context. The thought. The lesson. The plan. Save from your browser, any app, your agents, or directly. Keep the key articles, screenshots, docs, videos, threads, texts, and notes. Toss the clutter. Get instant summaries and personalized highlights.

Scale your team’s best thinking

Share your team’s judgment, expertise, and taste. So one person’s insight becomes the whole company’s edge. Give everyone the context they need with shared Collections for a launch, a key client, or a competitive deep-dive. Scuba analyzes and organizes every shared Capture. No manual edits required.

Stay aligned and ahead

Get a proactive thought partner that connects the dots. Because ideas can only go so far alone. Scuba helps your team take them further, together. Daily briefings flag new trends, big changes, and potential conflicts. Follow topics for the best new reads from the web. Search everything in natural language, too.

Never start from scratch again

Be an editor, not a first drafter. Most AI apps open with a blank prompt. Scuba opens with what your team knows. Get feedback, pressure-test an idea, create a proposal, or write up next steps. Every response is grounded in your Captures, with interactive citations. When needed, Scuba can scout the web for fresh sources, too.

Get more leverage from your agents

Give your agents the full story without typing a long prompt. Connect Claude, ChatGPT, Cursor, and more through MCP to read and create Captures. Add @Scuba to Slack to ask questions and capture threads without leaving the channel. Every answer, artifact, and line of code starts from your team’s point of view.

Capture and catch up on the go

You talk 3x faster than you type. Record up to 90 minutes of debriefs and half-baked ideas, with full transcripts. Share links and screenshots before they drift off into your phone’s archives. Everything syncs across devices, so you can pick up right where you left off.

How 10 people can have the impact of 100

For six months, hundreds of early users have run on Scuba in private beta. The vibe:

“Scuba allows me to feel really productive even when I know I’m being really lazy.”

“Scuba helps me feel like a smarter version of myself because what I learn compounds.”

Our own team runs on it, too:

• We run complex projects with <2 hours of meetings a week. Product specs, eng plans, and team discussions live in shared Collections. No person or agent starts from scratch.
• We turn customer feedback into fixes, fast. Captured onboarding calls and follow-up texts get picked up by a teammate’s agent that automatically ships the fix.
• We write with our shared wisdom. It grounds every new product doc, technical plan, and customer follow-up.
• We encode our best practices in dynamic skills. Our product copy skill pulls the latest release notes and customer issues before applying its principles.
• We keep up with the industry in half the time. Markets, models, and engineering best practices.

We’ve built together since 2011, from Google to Foursquare to Slack. Most of our team comes from Google, Slack, Meta, and hypergrowth startups. We learned what it takes to run great hundred-person teams. Now ten of us build like one.

Bring your own brain

We’re building Scuba for people who never want to lose a great idea. For companies that want to move smarter together. For teams with a mind of their own.

We’re opening the limited beta to teams in waves. Apply for early access at scuba.app. We can’t wait to hear how your team uses it.