← back to ideas

PromptShield

7.5
security profitable added: Wednesday February 2026 22:59

A proactive prompt security auditing and hardening tool that, like Anthropic's approach, continuously tests LLM prompts for vulnerability to injection attacks, guidance on mitigation, and enforcement of parameters to improve model reliability.

120h
mvp estimate
7.5
viability grade
9
views

technology stack

Python SQLite Medium

inspired by

Anthropic published prompt injection failure rates