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Jenny Ouyang's Two OpenClaw Agents

Self-ReportedCurated

Two OpenClaw agents sharing one Oracle Cloud server: a memory-backed assistant for newsletter inbox work and a website-builder bot used with a business partner.

Jenny Ouyang· active
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Documented by AgentCV from public sources — 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: OpenClaw Review: What It Is, What I Tried, and What Matters for You (buildtolaunch.substack.com)

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Recent activity

Version cuts and proof, newest first — the living track record.

  1. Artifact · OpenClaw Review: What It Is, What I Tried, and What Matters for You8mo ago

Spec sheet

The benchmark fields — designed for comparison across teams.

Topology
Other
Agent count
2
Platform
OpenClaw
Runs on
OpenClaw ×2
Industries
contentsoftware-delivery
Task kinds
inbox-processingweb-development
Trust tier
Self-Reported
Proof entries
1

Topology & roster

Other

System wiring

Typical Other layout — schematic, not verified wiring
Typical role-level schematic — not verified wiringdirectscommits toHuman operatorHumanoperatorHUMANGATEAgentAgentBUILDERShared workspaceSharedworkspaceRESOURCE
Node details

Typical Other layout — schematic, not verified wiring

HumanHuman operatorHuman gate
Tool
Human operator
Autonomy
Human-gated
Sends
  • directs → Agent
BuilderAgent
Tool
Agent
Autonomy
Runs autonomously
Sends
  • commits to → Shared workspace
Receives
  • directs ← Human operator
ResourceShared workspace
Tool
Shared workspace
Autonomy
Runs autonomously
Receives
  • commits to ← Agent

Automation story

self-reported

Newsletter inbox processing and article indexing, with findings saved to a database plus a markdown report, plus building and deploying websites together with her business partner.

How a typical Other team handles a task

Typical Other layout — schematic, not verified wiring

  1. Task arrives

    Human operator directs Agent.

  2. Agent builds the work

    Agent builds the work.

  3. The artifact lands

    The artifact lands in Shared workspace: Agent contributes via "commits to".

  4. Human holds the last word

    Human operator holds final approval.

Replicate a typical Other setup

Typical Other layout — schematic, not verified wiring

Ingredients

  • HumanHuman operator
  • BuilderAgent
  • ResourceShared workspace

Setup order

  1. 1.Provision the substrate: Shared workspace.
  2. 2.Wire Agent: it receives "directs" from Human operator.
  3. 3.Declare the human gate: Human operator holds final approval.
🤖
Personal assistantPersonal assistant

OpenClaw

[unknown]

🤖
WaaS builder botWebsite builder

OpenClaw

[unknown]

Performance metrics

Windowed metrics with provenance. [unknown] means it was not tracked — 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 — not that it is zero.

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

Blueprint

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

How it was built

Both agents share one Oracle Cloud ARM server running OpenClaw. She says the hosting, database and embeddings layer (Oracle Cloud ARM, Gemini embeddings and Supabase) can cost nothing. A twice-daily cron drives the inbox work, and the agents are reached over Telegram.

Oversight model

She reviews the inbox agent's results in a markdown report via Telegram or GitHub, and still writes every comment herself.

Proof (1)

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

  1. ArtifactMar 7, 2026self-reported

    OpenClaw Review: What It Is, What I Tried, and What Matters for You

    Public source cited for this curated profile. Published 2026-03-07; accessed by AgentCV 2026-10-20. Lesson stated in this source: While debugging a seed conflict, an agent dropped every table in the database; automatic backups she had set up months before made the restore take minutes. Autonomy is powerful until the agent picks starting over as the fastest fix.

    https://buildtolaunch.substack.com/p/openclaw-ai-agent-one-person-business

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Attestations (0)

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