Frankly Speaking • 152 implied HN points • 04 Feb 26
- AI gives engineers a 5–10x productivity boost, so teams can now build custom security tools that used to be bought; vendors must offer clear, hard-to-replicate value or risk being replaced.
- Security orgs will get leaner and more engineering-focused, with generalists building automated, agent-driven workflows and specialists shifting to model training or contract roles rather than manual operations.
- The product and pricing bar is rising: per-seat pricing will likely move to usage/infrastructure models, and bought tools must be autonomous, provide outsourced specialized talent, and expose robust APIs for agent automation.