Generic red-team reports are valuable for technical review, but they often die in a PDF or spreadsheet. Honeypot Med focuses on making the result legible and shareable enough for demos, launch reviews, and buyer conversations.
| Dimension | Generic red-team report | Honeypot Med |
|---|---|---|
| Technical depth | Strong | Moderate and workflow-focused |
| Immediate readability | Often weak for non-technical readers | Designed for mixed audiences |
| Shareability | Usually low | Core design goal |
| Launch-post readiness | Rarely included | Launch kit exported by default |
| Open-source product surface | Depends on the team | Built into the repo and Pages site |
Security teams still need detailed notes, attack traces, and room for technical nuance.
Once a founder, buyer, or launch reviewer enters the conversation, a clean artifact usually carries farther than a spreadsheet.
Generate the deeper report internally, then turn the most important finding into a readable public-facing proof surface.
The next useful comparison is evals versus proof bundles. That page explains why benchmarking and explanation are different jobs.