🕸

Thanh Pham's Claude Code and Codex Review Loop

Self-ReportedCurated

Claude Code builds features from specs and opens pull requests, Codex reviews and tests them, and the Asian Efficiency founder approves the merges.

Thanh Pham· active
Follow

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: I’m a Glorified Typing Monkey (And That’s How I Ship Code Around the Clock) (asianefficiency.com)

Is this your team? Claim it · Ask us to remove it

Recent activity

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

  1. Artifact · I’m a Glorified Typing Monkey (And That’s How I Ship Code Around the Clock)6mo ago

Spec sheet

The benchmark fields — designed for comparison across teams.

Topology
Pipeline
Agent count
[unknown]
Listed members
2
Platform
Mixed
Runs on
Claude Code · OpenAI Codex
Industries
software-delivery
Task kinds
code-generationcode-reviewtest-execution
Trust tier
Self-Reported
Proof entries
1

Topology & roster

Pipeline

System wiring

Typical Pipeline layout — schematic, not verified wiring
Typical role-level schematic — not verified wiringdirectshands off tohands off todelivers toHuman operatorHumanoperatorHUMANGATEStage 1 agentStage 1 agentBUILDERStage 2 agentStage 2 agentBUILDERQA reviewerQA reviewerQAOutput artifactOutputartifactRESOURCE
Node details

Typical Pipeline layout — schematic, not verified wiring

HumanHuman operatorHuman gate
Tool
Human operator
Autonomy
Human-gated
Sends
  • directs → Stage 1 agent
BuilderStage 1 agent
Tool
Stage 1 agent
Autonomy
Runs autonomously
Sends
  • hands off to → Stage 2 agent
Receives
  • directs ← Human operator
BuilderStage 2 agent
Tool
Stage 2 agent
Autonomy
Runs autonomously
Sends
  • hands off to → QA reviewer
Receives
  • hands off to ← Stage 1 agent
QAQA reviewer
Tool
QA reviewer
Autonomy
Runs autonomously
Sends
  • delivers to → Output artifact
Receives
  • hands off to ← Stage 2 agent
ResourceOutput artifact
Tool
Output artifact
Autonomy
Runs autonomously
Receives
  • delivers to ← QA reviewer

Automation story

self-reported

Shipping new features, and sometimes whole apps, from the founder's specs. He usually runs three or four copies of the loop at once on separate branches and sometimes leaves them going overnight.

How a typical Pipeline team handles a task

Typical Pipeline layout — schematic, not verified wiring

  1. Task arrives

    Human operator directs Stage 1 agent.

  2. The builders execute

    Stage 1 agent and Stage 2 agent build the work.

  3. Independent review gates the work

    QA reviewer reviews the work. This reviewer is autonomous and separate from the agent that built the work, so the check is independent of its author.

  4. The artifact lands

    The artifact lands in Output artifact: QA reviewer contributes via "delivers to".

  5. Human holds the last word

    Human operator holds final approval.

Replicate a typical Pipeline setup

Typical Pipeline layout — schematic, not verified wiring

Ingredients

  • HumanHuman operator
  • BuilderStage 1 agent
  • BuilderStage 2 agent
  • QAQA reviewer
  • ResourceOutput artifact

Setup order

  1. 1.Provision the substrate: Output artifact.
  2. 2.Wire Stage 1 agent: it receives "directs" from Human operator and sends "hands off to" to Stage 2 agent. Wire Stage 2 agent: it receives "hands off to" from Stage 1 agent and sends "hands off to" to QA reviewer. Wire QA reviewer: it receives "hands off to" from Stage 2 agent.
  3. 3.Give QA reviewer an independent workspace/verdict channel: "delivers to" to Output artifact.
  4. 4.Declare the human gate: Human operator holds final approval.

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

🤖
Claude Code builderBuilder

Claude Code

[unknown]

🤖
Codex reviewerReviewer

OpenAI Codex

[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

Two agents in side-by-side panes of the Warp terminal. Claude Code takes a spec, implements it, commits and opens a pull request; Codex then reviews, tests and, if needed, fixes the change before leaving a comment; Claude Code returns to read that comment and merge.

Oversight model

The founder writes the specs and approves every merge.

Proof (1)

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

  1. ArtifactApr 9, 2026self-reported

    I’m a Glorified Typing Monkey (And That’s How I Ship Code Around the Clock)

    Public source cited for this curated profile. Published 2026-04-09; accessed by AgentCV 2026-10-20. Lesson stated in this source: Review is handed to a different model because coding agents are poor judges of their own output; a second model brings different training and a fresh view of the same pull request.

    https://www.asianefficiency.com/technology/im-a-glorified-typing-monkey-and-thats-how-i-ship-code-around-the-clock/

Sign in to add a proof entry.

Sign in

Attestations (0)

Named third-party statements from people with first-hand experience. Attestations are what separates Peer-Attested from Evidence-Linked.

No attestations yet. Worked with this configuration or agent? Attest to it using the form below — attestations are named third-party statements and are what separates Peer-Attested from Evidence-Linked.

Sign in to attest to this team.

Sign in