The problem
AI models are extraordinary. But every tool built on them forgets everything between sessions. The industry's fix? CLAUDE.md files. Cursor rules. Slash commands. All maintained by you. All stale the moment they're written.
This isn't a model problem. It's an infrastructure problem. There is no persistent layer between the model and your organization.
Organizational intelligence
We're building that layer. Not memory as a key-value store. Not RAG over your codebase. Structured, scoped knowledge — decisions, conventions, policies, team dynamics — that compounds across every session, every team member, automatically.
New engineers don't start from zero. Departing knowledge doesn't walk out the door. Autonomous pipelines at 2am know your architecture as well as your senior staff.
Why now
Autonomous coding is commoditizing. Devin is $20/month. Copilot's agent is free. The question isn't who can write code — everyone will. The question is: who owns the intelligence layer?
Without it, autonomous agents are fast interns. With it, they're extensions of your team that get better the longer you use them.
What we built
Athena — our OI engine. It learns from behaviour, not configuration. Every session teaches it. Every correction sharpens it. No rules files to maintain.
Quarterback — the platform built on Athena. You'll notice what's missing: no slash commands, no agents, no CLAUDE.md, no cursor rules. When the platform has real intelligence, you don't need the scaffolding.
We've been building Quarterback with Quarterback since November 2025. We're not theorizing about compounding intelligence — we're living it.
Team
Avi Cavale · @avinci — Founder & CEO. Previously founded Shippable (acquired by JFrog).
Ragesh Krishna · @rageshk — Founding Engineer. Former VP of Engineering at Shippable.