⚡ YOLO Mode

Confidence above threshold?
PR auto-merged.

YOLO mode takes AI auto-fix one step further. When the confidence score is above your threshold, Pensl doesn't just open a PR — it auto-merges it. Client leaves feedback at 11pm, wakes up to a fixed site.

Is it reckless? A little. Reversible? Yes — it's git. Has it saved agencies hundreds of hours? Absolutely.

Enable YOLO on your next project

How YOLO mode works

1

Client submits feedback

Text selection or element inspection mode captures the structured payload.

2

AI evaluates confidence

Confidence score computed based on selector specificity, text exactness, and file match quality.

3

Above threshold → auto-merge

PR is created and immediately merged on creation. No human review step.

4

Below threshold → review queue

Feedback moves to "Review" column in Kanban. You see the diff and approve or reject.

YOLO_MODE
ON

PRs auto-merged above confidence threshold

CONFIDENCE_THRESHOLD

75%

above → auto-merge · below → review queue

PR #88 auto-merged · 91% confidence

fix: hero CTA text updated · 3 seconds ago

Is YOLO mode safe?

Yes. It's designed for agencies who've used Pensl long enough to trust the confidence scores on their specific codebase.

It's git. Everything is reversible.

Every auto-merged change is a git commit with a descriptive message. One `git revert` undoes it.

Confidence threshold is a safety valve.

Only fixes above your threshold get auto-merged. Anything ambiguous goes to review. You tune the threshold per project.

You see every change in the dashboard.

Every auto-merged fix shows in the Pensl Kanban as "Resolved". The PR link, diff, and confidence score are visible.

Disable per project anytime.

YOLO mode is a per-project toggle. Switch it off on high-risk projects. Keep it on for client sites with low-risk text changes.

Client feedback at 11pm.
Fixed by 11:01pm.

Enable YOLO mode on your next project. It's git — you'll be fine.

Request access