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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 But in contrast hit a wall with project management: task specs got outdated, LLMs worked off fragmented context, and we spent hours manually updating Jira/Linear tickets.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.

tam - The AI-native workspace for mixed human and AI teams

Your AI assistants write briefs, do the tasks, check for bugs, and keep the board up to date. Your team focuses on decisions – the AI handles the mechanical…