John Davies
96 posts

John Davies
@dryfirecode
Making AI and cybersecurity make sense. Conference speaker. Writing about what's actually happening.
Philadelphia Inscrit le Şubat 2026
141 Abonnements11 Abonnés

@haha_girrrl Industry plays a huge part. Balls out in a great industry 60hrs a week for more money while building skills that transfer to other roles > slowly dying at a boring govt office job surrounded by lifers who's goal is to slow roll every single project.
English

@medus4_cdc How does one procure one? Asking for a friend.
It’s me, I’m the friend
English

Building an autonomous SaaS pipeline where Claude agents discover market opportunities, validate them, generate the code, deploy to Vercel, and optimize post-launch. No human in the loop until revenue.
Three products live. One went 69-11 at 80%+ confidence predicting NFL games.
Security engineer by day. The Forge by night.
I'll be documenting the whole thing here.
English

Unpopular opinion: most security teams don't have a detection problem. They have a 'we bought 47 tools and nobody knows how to use any of them' problem.
Your SIEM has 2,000 untuned rules. Your SOAR playbooks were last updated in 2023. Your analysts alt-tab between 6 dashboards to investigate a single alert.
But yeah. Let's buy another platform. That'll fix it.
English




























