ProjectDiscovery's Solutions Engineer Davis Franklin explains the gap between building a DIY LLM-based security tool and running a mature security program. While spinning up a proof-of-concept with Claude Code is achievable in 30 minutes, DIY solutions break on model updates and lack the orchestration needed for enterprise scale. Neo is positioned as a purpose-built AI-native security platform with pre-triaged findings, persistent memory across multi-week pentests, 50+ integrated tools, support for business logic and IDOR vulnerability detection, and the ability to pentest LLMs and AI chatbots. The post is structured as a Q&A from a webinar, covering topics like Opus 4.7 support, pricing, tool customization, and current limitations.
