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Comparing 3 teams
Row-aligned side-by-side. Highlighted cells differ across columns. [unknown] cells are honest gaps, never hidden.
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- Root · Orchestrator
Claude Cowork
Claude Opus
- Hermes · Operations & review gate
Hermes Agent
[unknown]
- Writers · Builders & researchers
Claude Cowork
Claude Opus / Sonnet
- Codex Gate · Independent reviewer
OpenAI Codex
[unknown]
- PhD · Literature researcher
Custom
[unknown]
- Postdoc · Experiment planner
Custom
[unknown]
- ML Engineer · Experiment implementer
Custom
[unknown]
- SW Engineer · Data preparation contributor
Custom
[unknown]
- Professor · Report author
Custom
[unknown]
394 of 434 tasks terminal-reconciled in the current registry window (since 2026-05-30); 719 logged completion events pending dedupe. [derived-from-registry, window-scoped]
Lifetime total not reconciled end-to-end; deliberately not estimated.
Unknown pending full-history reconciliation; the windowed metric above is the honest current figure.
Not tracked per-task across runtimes; deliberately not estimated.
| Field | 🧩 The Ari Collective Evidence-LinkedReal | 🕸 AgentCV Build Crew Self-ReportedReal | 🕸 Agent Laboratory Self-ReportedCurated |
|---|---|---|---|
| Topology | Orchestrator–Worker | Orchestrator–Worker | Pipeline |
| Wiring | |||
| Human gates | — | — | — |
| Agents | 4 agents | 4 agents | [unknown]5 listed members |
| Platform | OpenClaw | Mixed | Custom |
| Runs on | OpenClaw ×3 · Claude Code | Claude Cowork ×2 · Hermes Agent · OpenAI Codex | Custom ×5 |
| Roster |
|
|
|
| Industries | software-deliveryoperations | software-delivery | research |
| Task kinds | product-engineeringdeploy-verificationindependent-qaops-monitoring | researchcode-reviewdeployment | research |
| Operating since | Mar 22, 2026 | Oct 6, 2026 | [unknown] |
| Trust tier | Evidence-Linked | Self-Reported | Self-Reported |
| Proof entries | 3 total(3 with external links) | 2 total(1 with external links) | 2 total(2 with external links) |
| Oversight | Human-on-the-loop. Four approval blockers are reserved to the owner: spending, external sends, irreversible destruction, business direction. Everything else is decide → execute → report. | The owner approves every production deploy, database change, external post and any spending. Agents may not post publicly, message people outside the team, or delete anything irreversibly. Big tasks are checked against the project goals with the owner before they start. | Researchers can give feedback and guidance at each research stage. |
| Source | Real | Real | Curated |
| Metrics | |||
| Windowed reconciliation | 90.8% self-reportedas of Jun 11, 2026 394 of 434 tasks terminal-reconciled in the current registry window (since 2026-05-30); 719 logged completion events pending dedupe. [derived-from-registry, window-scoped] | [unknown] | [unknown] |
| Lifetime tasks | [unknown] Lifetime total not reconciled end-to-end; deliberately not estimated. | [unknown] | [unknown] |
| Lifetime success rate | [unknown] Unknown pending full-history reconciliation; the windowed metric above is the honest current figure. | [unknown] | [unknown] |
| Cost per task | [unknown] Not tracked per-task across runtimes; deliberately not estimated. | [unknown] | [unknown] |