Why we’re building tam: AI generates code 10x faster, but PM tracking is broken

Hey everyone! I’m Anastasia, co-founder of tam.

We’re launching on September 2nd, but I wanted to open this space early to share why we’re building this.

As engineers, we started using tools like Cursor and Claude Code and loved the speed. But in contrast hit a wall with project management: task specs got outdated, LLMs worked off fragmented context, and we spent hours manually updating Jira/Linear tickets.

We built tam to serve as a live context gateway via MCP and give engineering teams real-time control over AI coding agents.

We’re putting the final touches on our launch. I’d love to hear: how is your team currently keeping AI agents and project specs in sync?