Helm Auto-merge, with consequences
Synthetic data Simulated org · synthetic PRs and outcomes Real Helm model call LIVE
— Day 0 of 98
Same agent PRs. Left merges on approval. Right merges on what happened next.
Consequences landed
A0 B0
Avoided by Lane B
0
held before they could land
Held for a person
0
review time ≈ 0 h (est.)
Engineer-hours lost (est.)
A0 B0
Engineer-hours saved (est.)
0hIllustrative
net of review time · hours are assumptions
AApproval gate
0 merged 0 consequences
Merges what was approved
Agent PRs appear here as they merge.
Consequences landed0 so far
Reverts and fixes by other people land here, days after merge.
BHelm consequence gate
0 merged 0 held 0 consequences
Merges what is likely to stick, holds the rest for a person
Each PR is sent to Helm before it merges.
Consequences · avoided 0 · landed 0
The same consequences, seen from Lane B.