appsec

Bruce Schneier warns that purpose-built Predictive AI, not generative LLMs, will drive the next wave of automated hacking, shifting threat modeling priorities in AppSec.

Velonus is an open-source AppSec scanner for Python that runs five security tools in one command, normalizes findings, and deduplicates noise, with support for SARIF output and CI integration.

The 1Password engineering team uses OpenAI Codex to drastically shorten the cycle from idea to production, and by cultivating AppSec skills and building internal AI SRE agents, they accelerate feature releases and customer feedback loops.