
My learnings from DEFCON 34
Lessons from DEF CON and cybersecurity in the agentic era.

Lessons from DEF CON and cybersecurity in the agentic era.
Engineers write the specs, design the harness, and own the ship loop. Agents handle the execution. A practitioner's principles on where the SDLC is heading in the agentic era.
How GitHub's spec-kit provides spec-driven scaffolding for AI coding assistants like Claude Code and Cursor, and how we adopted it in the CAIPE project.
A detailed comparison of autonomous coding orchestration tools, from Claude Code Web and Google Jules to OpenAI Symphony, Squad, Paperclip, Sympozium, and the patterns they share.