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references

Sources

The map summarizes and connects ideas; the primary sources below are where to go deeper and where to check any claim.

updated on 14/10/2026 · Found an error or an inaccuracy? Let me know on LinkedIn: I will fix it and log it in the changelog.

AppSec

CloudSec

Agents

SecOps

OWASP Top 10

Vibecoding

DevOps

Incident response

Offensive security

GRC and leadership

Engineering