ZeroShot
Agent session monitoring for your team's coding agents
ZeroShot is an agent session monitoring tool for engineering teams that use coding agents. It captures every agent session and PR review, then automatically extracts reusable patterns—called 'skills'—so agents stop repeating the same mistakes and wasting tokens. Teams ship 3.7× faster with 90% less wasted token spend because skills are enforced on every PR and sessions become shareable knowledge that compounds over time. Built for teams that want to get the most out of their agent subscriptions without raw-dogging their workflows.
Use Cases
- Engineering teams reducing token spend by 90% per task
- CTOs monitoring agent efficiency and cost across the team
- Onboarding new engineers who can inherit proven skills from past sessions
- Enforcing coding conventions automatically via PR reviews that cite skills
- Saving time by skipping retries and re-discoveries that agents repeat
- Getting a daily morning report of what shipped, what it saved, and which skills to sharpen
