Security Research Notes

Practical notes, testing ideas, and xLimit updates.

A blog for bug bounty tips, recon workflows, testing thoughts, practical observations, and updates around building xLimit.

What this blog will cover.

The same tone and focus as xLimit, but in article form.

Bug bounty tips

Short, practical posts on recon, triage, validation, and reporting.

Research notes

Thoughts, lessons learned, testing patterns, and workflow improvements.

xLimit updates

Build notes, launch updates, feature ideas, and progress around the project.

Latest xLimit guides and research workflow notes.

Start with the xLimit Client setup guide, then read the workflow article on building a disciplined research system around OpenWebUI, xLimit Client, notes, digests, maintenance, and failures.