Badge
Summary
Badge is a product that uses AI agents to collect peer reviews and generate proof of work.
Similar Articles
The Unbundling: the badge and the contribution are no longer the same object
This essay examines how AI-generated code has broken the traditional link between the worker's credentials and their output, sparking debates over gatekeeping and quality. It proposes that new verification tools can rebundle contribution with a verifiable receipt, addressing both quality and access concerns.
Built an identity/permissions/audit layer for AI agents. Honest feedback wanted before more people use it
A developer built an SDK that adds identity, permissions, and audit capabilities to AI agent frameworks like LangChain and CrewAI, seeking feedback on its approach.
BobCA
BobCA is a sovereign AI agent that learns to code according to user preferences, available on Product Hunt.
AI agents are starting to do real work. But where’s the receipt?
The article identifies a growing problem: AI agents can perform complex tasks, but their work is difficult to inspect, trust, and hand off. The author proposes a 'work receipt' system to provide transparent, shareable proof of what an agent did, including steps, sources, and confidence levels, aiming to help non-technical users confidently use agentic AI.
How should teams review AI-assisted work before trusting it?
MindForge Guard is a CLI-first evidence layer that generates deterministic reports for single-agent AI workflows, enabling human review before trusting agent actions.