bug-bounty
Bug Bounty Automation
System track
Automate the research loop without automating away judgment.
This track covers multi-agent bounty systems, false-positive control, validation pipelines, and why human-in-the-loop design still beats blind autonomy.
Guided track Machine-readable 7 architecture, validation, and operations notes
Why this cluster exists
Bug bounty automation fails when it optimizes for volume without proof. This cluster focuses on evidence gates, controlled autonomy, and architectures that preserve operator trust.
System object
evidence lattice
Best for
security researchers and systems-minded builders
Start here
The best first read in this track.
Core journey
Read these in order if you want the strongest mental model.
Foundation
Deep dive
Applied / adjacent
Related tools and products
See applied systems work
Look at live automation products and research agents built with the same discipline.