Proof of Usefulness Report
Clampd
Analysis completed on 4/21/2026
+47
Proof of Usefulness Score
You're In Business
Clampd is a pre-stage tool addressing a highly relevant problem: securing AI agents from executing destructive commands. While the real-world utility and market timing are exceptionally strong given the rise of agentic AI, the project completely lacks audience reach and evidence of traction, firmly placing it in the earliest stages of development with minimal current scale.
View All Reports
Score Breakdown
Real World Utility+21.25
Audience Reach Impact+0.50
Technical Innovation+10.50
Evidence Of Traction+0.63
Market Timing Relevance+9.00
Functional Completeness+3.00
Subtotal+44.88
Usefulness Multiplierx1.05
Final Score+47
Project Details
Project URL
Description
Your AI agents can
delete your database.
Clampd sits between your agents and the tools they use. Every database query, API call, file access, and shell command - inspected, scoped, and enforced before it executes. If an agent goes rogue, we kill it in under 25ms. One line to integrate. Self-hosted. Your data never leaves your network.
Audience Reach
Early stage project, looking for early design partner
Target Users
Enterprise, individual developer and people who build and run ai agents.
Technologies
Other
Traction Evidence
Yes, it's prestage.
Algorithm Insights
Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies
Recommendations to Increase Usefulness Score
Document User Growth
Provide specific metrics on user acquisition and retention rates
Showcase Revenue Model
Detail sustainable monetization strategy and current revenue streams
Expand Evidence Base
Include testimonials, case studies, and third-party validation
Technical Roadmap
Share development milestones and feature completion timeline