Bench
▲ Bench
Engineering velocity · as of June 2026
Engineering
Velocity
What we've been building — measured continuously, reported in full.
7 REPOSITORIES · 9,835 COMMITS · 2,002 MERGED PRS
Executive summary

Six months. A small team and its AI agents.

BenchAGI-authored across 7 repositories · production software, shipped continuously.
0
Commits authored
3,432 in last 28 days
0
Pull requests merged
837 in last 28 days
0
Core-product commits
1,846 merged PRs
0%
Commits by AI agents
971 agent commits
The fleet

Seven codebases — product, knowledge, runtime, delivery.

openclaw is a fork we operate; the count shown is our contribution (58k total upstream).
Fleet table
Short-term velocity

Commits per week — and still climbing.

BenchAGI-authored, all repositories · last 12 weeks · final bar = week in progress
291
03-30
279
04-06
264
04-13
632
04-20
484
04-27
979
05-04
740
05-11
520
05-18
659
05-25
844
06-01
1,005
06-08
687
06-15
commits / weekcurrent week (partial)
Long-term trajectory

The curve is accelerating, not flattening.

Cumulative commits and merged pull requests over the last six months.
Cumulative trajectory
In the open

We separate what we wrote from what we run.

Commits we authored
0
Across our seven repositories
vs
openclaw fork we operate
0
Overwhelmingly upstream — only 57 commits are ours
Cadence by codebase

Where the commits land, by window.

28 / 90 / 180-day windows per repository · *openclaw = our fork commits only
Cadence by repository
Where the effort went

Inside the product: API, admin, deals, 3D viewer, comms, security.

Most-active surfaces in the core repository, last 90 days.
Most-active product areas
Key themes

Six programs, one cycle.

Major engineering initiatives shipped this cycle, grouped by domain.
Programs shipped
Shipping cadence

2,002 pull requests merged — 837 in the last 28 days.

An active merge queue with adversarial review in the loop.
Merged PRs per month
The agents

Humans and AI agents, committing side by side.

AureliusThe agents
Codebase scale

~2.1M lines authored in 90 days.

Lines added and removed per repository · lockfiles and build output excluded.
Lines changed per repository
In flight

What's next.

Relay Phase-2 — in-app comms, turn-liveness + operator approval gate
App Hosting deploy safeguards shipped — rollout alarms live
Metered local-model rollout — first customers live, expanding
Managed-Mesh remote update — signed, operator-gated
Bench eagle
Built continuously. Measured in full.
Every number re-derived from git and GitHub · BenchAGI · trailing six months
1 / 14
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