Make every engineer 10x with AI
Tommbo lifts your whole engineering team's AI efficiency so the company ships more, not just the top 2 or 3 performers. Stop losing money to AI-inefficient engineers and prove engineering ROI across AI coding tools.
The AI agent monitoring crisis for modern engineering teams
Every founder and CEO is asking the same question: are my engineers actually more productive with AI, or are they just shipping more bugs faster? Tommbo answers that question with a real ROI scoreboard built for leadership, not for developers. We track AI agent quality, surface misuse before it ships, alert you on failure spikes, and attribute LLM cost to the people and projects driving it.
Built for founders, vibe coders, and engineering leaders
Tommbo is positioned as a high-level ROI and health scoreboard for CEOs and founders. We do not do code-level debugging. We do tell you whether your team is getting value from Claude, Cursor, Copilot, and other AI coding assistants. Quality Evaluation scores every AI interaction. Failure Alerts notify you the moment agents start breaking. ROI Reporting connects spend to outcomes so you can defend or grow your AI budget with confidence.
Core features
- Quality Evaluation across every Claude, Cursor, and Copilot session
- Failure Alerts when agents misbehave, hallucinate, or break workflows
- ROI Reporting that turns AI spend into business outcomes
- LLM cost attribution by team, project, and individual engineer
- Productivity benchmarking against industry baselines
- Workforce AI monitoring for governance and compliance
Integrates with the AI coding tools your team already uses
Tommbo focuses on AI agent builders and AI coding assistants. We currently support Claude Desktop on macOS, Cursor, and GitHub Copilot, with deeper integrations rolling out across the agent ecosystem. Pricing is tiered and usage-based with a free tier so teams can start measuring before they commit.