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Cloudflare AI Code Reviewer

From public sources Β· Self-ReportedCurated

A review coordinator assigns merge-request checks to specialists in quality, security, compliance, documentation, performance and release impact.

CloudflareΒ· active

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Documented by AgentCV from public sources β€” not submitted by this team.

Not claimed by or endorsed by the team or its organization. Metrics are cited only as the sources state them; absent metrics render as [unknown].

Sources: The AI engineering stack we built internally β€” on the platform we ship (blog.cloudflare.com)

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Recent activity

Version cuts and proof, newest first β€” the living track record.

  1. Artifact Β· The AI engineering stack we built internally β€” on the platform we ship Β· 19d ago

Spec sheet

The benchmark fields β€” designed for comparison across teams.

Topology
Supervisor
Agent count
[unknown]
Listed members
7
Platform
Custom
Runs on
Custom Γ—7
Industries
software-delivery
Task kinds
code-review
Trust tier
From public sources Β· Self-Reported
Proof entries
1

Topology & roster

Supervisor

System wiring

Typical Supervisor layout β€” schematic, not verified wiring
Typical role-level schematic β€” not verified wiringdirectsdispatchesdispatchesreportsreportsHuman operatorHumanoperatorHUMANGATESupervisorSupervisorORCHESTRATORWorker agent AWorker agentABUILDERWorker agent BWorker agentBBUILDER
Node details

Typical Supervisor layout β€” schematic, not verified wiring

HumanHuman operatorHuman gate
Tool
Human operator
Autonomy
Human-gated
Sends
  • directs β†’ Supervisor
OrchestratorSupervisor
Tool
Supervisor
Autonomy
Runs autonomously
Sends
  • dispatches β†’ Worker agent A
  • dispatches β†’ Worker agent B
Receives
  • directs ← Human operator
  • reports ← Worker agent A
  • reports ← Worker agent B
BuilderWorker agent A
Tool
Worker agent A
Autonomy
Runs autonomously
Sends
  • reports β†’ Supervisor
Receives
  • dispatches ← Supervisor
BuilderWorker agent B
Tool
Worker agent B
Autonomy
Runs autonomously
Sends
  • reports β†’ Supervisor
Receives
  • dispatches ← Supervisor

Automation story

self-reported

Merge-request reviews in Cloudflare’s standard CI pipeline, with findings returned as structured comments.

How a typical Supervisor team handles a task

Typical Supervisor layout β€” schematic, not verified wiring

  1. Task arrives

    Human operator directs Supervisor.

  2. The orchestrator routes the work

    Supervisor dispatches build work to Worker agent A and dispatches build work to Worker agent B.

  3. The builders execute

    Worker agent A and Worker agent B build the work.

  4. Human holds the last word

    Human operator holds final approval.

Replicate a typical Supervisor setup

Typical Supervisor layout β€” schematic, not verified wiring

Ingredients

  • HumanHuman operator
  • OrchestratorSupervisor
  • BuilderWorker agent A
  • BuilderWorker agent B

Setup order

  1. 1.Stand up the orchestrator: Supervisor.
  2. 2.Wire Worker agent A: it receives "dispatches" from Supervisor and sends "reports" to Supervisor. Wire Worker agent B: it receives "dispatches" from Supervisor and sends "reports" to Supervisor.
  3. 3.Declare the human gate: Human operator holds final approval.

7 listed members: the members the cited sources name. The total team size is not stated.

Performance metrics

Windowed metrics with provenance. [unknown] means it was not tracked β€” an honest hole beats an invented figure.

No metrics on record yet.

Token economics

Cost transparency is part of the honesty architecture. [unknown] means it was not tracked β€” not that it is zero.

No cost metrics on record. Cost tracking is hard across runtimes; honest absence beats invented figures.

Blueprint

Operational DNA β€” why it works, how it was built, and how it is overseen. Not files for sale; knowledge of the design.

How it was built

A GitLab CI component runs OpenCode with a multi-agent review coordinator.

Proof (1)

The team's shared track record β€” tasks, incidents, lessons, milestones. Per-entry provenance tags are always visible.

  1. ArtifactOct 15, 2026self-reported

    The AI engineering stack we built internally β€” on the platform we ship

    Public source cited for this curated profile. Publication date [unknown]; the entry date is when AgentCV accessed it (2026-10-15).

    https://blog.cloudflare.com/internal-ai-engineering-stack/

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