AI assistant for safe, reliable productivity with code, collaboration, and integrations.
Zest
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About Zest
Zest is a VS Code (and Cursor) extension that uses AI to analyze coding sessions and provide actionable insights for developers and engineering teams. It automatically converts coding sessions into AI Standups, highlighting prompt performance, identifying time spent stuck, and surfacing reusable “cheatcodes” extracted from real work. The tool captures and standardizes high-performing prompts while diagnosing failing ones, enabling teams to adopt consistent, efficient AI workflows without altering their existing processes. Zest also provides a Team Leaderboard and adoption analytics, allowing managers to track who is saving time and which strategies are most effective. By offering automated summaries and clear metrics, it helps teams increase AI adoption, reduce bottlenecks, and ship faster. The extension integrates seamlessly into daily workflows, making it suitable for both individual developers and collaborative engineering environments seeking to optimize AI-assisted coding practices.
Key features
- Converts coding sessions into AI Standups with automated summaries
- Analyzes prompts to identify high-performing and failing strategies
- Surfaces reusable “cheatcodes” from real coding sessions
- Tracks and visualizes team adoption metrics and leaderboard rankings
- Diagnoses time spent stuck and suggests improvements
- Provides standardized prompt libraries for consistent AI usage
- Integrates directly into VS Code and Cursor editors
- Offers adoption analytics for engineering managers
Use cases
- Improving AI-assisted coding efficiency for development teams
- Standardizing high-performing prompts across an engineering organization
- Tracking AI tool adoption and identifying bottlenecks in workflows
Pros
- Automatically generates daily AI standups from coding activity without manual input
- Tracks AI adoption, performance, and outcomes across multiple coding tools and models
- Provides team-level AI maturity scoring with actionable next steps for improvement
- Integrates seamlessly with GitHub for zero-configuration setup and team mapping
- Supports both individual developers and collaborative engineering environments
Cons
- Requires GitHub organization connection for full functionality, which may not suit all workflows
- Rich per-engineer insights depend on installing Zest in specific IDEs like Cursor or Claude Code
Frequently asked questions about Zest
What can I see with just GitHub connected?
Connecting your GitHub organization provides team-level AI adoption signals such as PR throughput, review patterns, and Acceleration Reports without requiring additional installations.
Do my engineers have to install anything?
No. GitHub alone unlocks the team dashboard. For deeper per-engineer insights like AI stack, skills, and agent activity, engineers can install Zest in Cursor or Claude Code at any time.
What is the AI Levels Scorecard?
The AI Levels Scorecard tracks blockers across tasks and prompts, highlighting working strategies and weak spots to help teams maintain momentum and ship code faster.
How is this different from GitHub Copilot metrics?
Unlike Copilot metrics that focus on usage, Zest measures AI compute impact on PR throughput, code review quality, and agent autonomy levels across multiple coding tools and models.
How does Zest help with organizational AI adoption?
Adoption charts show who is using AI, how often, and where value is gained, enabling teams and enterprises to drive toward 100% usage and ensure everyone benefits.
Can I try it for free?
Yes. Connecting your GitHub organization grants access to the L2 dashboard with team statistics, AI metrics, and team insights without requiring a credit card.
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