Desk · 6,400 agents · 5 fleets

Overview

Meridian Systems

Software delivery · industrials · sovereign · 420 seats

Agents

6,400

Four fleets, five regions

Spend / hour

$444

73% of $608 budget

Accepted · 7d

37,208

Merges + signed reviews

Licenses expiring

2

plan-work-review · cursor-agent

Trips · 7d

0

Session cap, mix drift, pin sha

delivery-core · 30d tokens · mix desk

Full attribution
02550751002026-07-312026-08-29
claude-codecodex-cligrok-buildcursor-agentopencodemeridian-loop
  • claude-code34.2%
  • codex-cli21.8%
  • grok-build16.4%
  • cursor-agent11.1%
  • opencode8.2%
  • meridian-loop8.3%

Live rail

  • Attribution window closed

    2d ago

    7-day mix published for delivery-core. Claude Code 34.2% tokens, 28.1% accepted.

  • IAM change waiting

    2d ago

    sre-night proposed a role binding in payments-prod. HITL router held it.

  • Eval runtime degraded

    2d ago

    nrt eval pool at 81% CPU. Retry-cascade guard tripped 14 sessions.

  • Grok Build 0.9.2

    2d ago

    Worktree pool reuse rolled to iad grok workers. Attribution spans on.

  • Span batch

    1m ago

    delivery-core exported 48k gen-ai spans. Mix within 0.3pt of window.

  • Accepted work

    4m ago

    security-review stamped 40 PRs. No high-blast auto-merges.

  • Session cap

    7m ago

    cost-circuit aborted a research-swarm session at $0.76.

  • Unsigned skill denied

    2m ago

    Community pack 'fast-commit' failed Northstar. prodOnlySigned held.

Fleets

Scale
NameAgentsTopology$/h
delivery-core4,280hierarchical$312healthy
security-review1,120hub-spoke$67healthy
research-swarm860hub-spoke$55degraded
sre-night140hub-spoke$9healthy

Skill contribution

SkillInvocationsAccepted lift
plan-work-review18,42012.8%
security-review-gate18,1103.2%
cost-circuit9400.1%
repo-memory6,2004.6%
eval-pack-swe8600.0%
incident-sre380.0%