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DevTools2024Internal — UltraMVP DevTools

Vector-01

Autonomous coding fleet shipping PRs across 40+ repositories

Glowing autonomous coding agent fleet visualization for Vector-01
600+
01
Merged PRs / month
40%
02
Engineer time reclaimed
0
03
Production regressions
[ Overview ]

Vector-01 is a multi-agent system that combines Claude Code and OpenAI Codex into a coordinated fleet — opening, reviewing and merging pull requests against more than 40 active repositories without a human in the inner loop.

01

The challenge

Maintenance work — version bumps, lint sweeps, test stabilisation — was burning our most senior engineers. Off-the-shelf coding agents could write a PR but not own one end-to-end.

02

Our approach

We layered planner, coder and reviewer agents with explicit role boundaries and a shared task ledger, plumbed them through sandboxed GitHub Actions runners, and added a kill-switch policy engine that gates every merge.

03

The outcome

Vector-01 now ships 600+ merged PRs a month, gives senior engineers back 40% of their week, and has not produced a single production regression in 9 months of operation.

04

What we built

  • Planner / coder / reviewer multi-agent roles with shared ledger
  • Sandboxed GitHub Actions execution per agent
  • Policy engine kill-switch on every merge
  • Full observability of token spend, tool calls and outcomes
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