cocxers.com

ShengXing Chi,
line by line

Nineteen years of software, told as one line: from the database up, to the front end, to agents that write the code.

Head of FrontendFull stack since 2007AI agentsCarlow, Ireland · 爱尔兰 卡洛

2002 – 2026

Nine chapters, one line

2007 – 2014 · Hangzhou, Xiamen杭州 · 厦门

First jobs, the whole stack

I wrote the pages, the C# behind them and the database under them, then trained the people who ran them. One developer carried every layer.

tourzj.gov.cnZhejiang's provincial tourism portal, a city site on the same platform, and the bureau's office system
Helios NetView NMSRemote status and settings for mobile-signal repeaters, over GPRS or SMS

ASP.NET · C# · MSSQL · MySQL · jQuery · ExtJS

2014 – 2021 · Sanming, Shenzhen三明 · 深圳

The front end becomes the craft

WioWise2014 – 2018

A rich-text editor for writers and a page builder that needs no code.

Trendalytics2018 – 2020

Dashboards that turn billions of online signals into answers for fashion merchandisers.

Quanturban2020 – 2021

Data tools that help developers and city governments plan cities in finer detail.

2022 – now · Sanming → Carlow, Ireland三明 → 爱尔兰 卡洛

Leading the front end

Know Your Customer runs identity and anti-money-laundering checks for financial institutions around the world. I joined in February 2022, working remotely from Sanming, and was leading the front end by July. In 2024 I moved to Carlow, Ireland.

113,000lines of React and TypeScript
930files, one distributed team

React 18 · TypeScript · Vite · Redux Toolkit · RTK Query · D3 · ECharts · SignalR

Organisation graphOwnership structures drawn with D3 and Canvas
Risk dashboardsECharts views of each customer's risk profile
Case managementEntity and Individual review workflows
State and sync32 slices, 40+ cache tags, live updates over SignalR

2018 – now · Remote, part-time远程

A thread that stays

Alongside everything else, one client has stayed with me: Colleague AI, an AI platform for K-12 classroom teachers.

Classroom v2Redesign, and the move from MUI to Tailwind
AI streamingWebSocket to SSE, so replies stop dropping on school networks
Agent memoryHow the core AI service remembers

Every chapter added a layer.
The newest one writes the code.

2026 · Products of my own

Software that builds software

A bug or request becomes a ticket. AI agents plan it, write it and review it. A person approves the pull request.

Kidoka · kidoka.ocxers.com

One ticket in. A reviewed pull request back.

Prompt by prompt

Ask, paste, check, and ask again, with a person carrying the context between every step.

Kidoka

From design doc to a working multi-agent platform in 12 days. Now it builds itself.

Kidoka on its own repository

It builds itself

94tickets completed by Kidoka on its own repo
93agent-opened pull requests merged
240Klines of TypeScript
3,000+tests, plus Playwright E2E

One square per ticket Kidoka completed on its own repository.

Before

Prompt by prompt

Chat tools answer one question at a time. A person carries the repository, the ticket and the review in their head.

Layer one

Language models

Broad language, reasoning and code generation. On their own they do not know the repository, its tests or its rules.

Layer two, the core

The agent platform

Agents with roles, a queue of work and a memory of the project, inside a fence of tests.

  • Planning, writing and reviewing agents
  • Jobs on BullMQ
  • State in PostgreSQL
  • Tools over MCP
  • 3,000+ tests as the fence
Layer three

One continuous loop

Every ticket walks the same loop, and each stop is visible.

  • Ticket
  • Plan
  • Write
  • Review
  • Approve
Across every layer

A person approves every change

Agents open the pull requests; a person merges them. 93 agent-opened pull requests merged so far.

Hover the stack to pull the layers apart

Open source · Autopilot for Claude Code

Unattended delivery, counted

Commands for Claude Code that carry a ticket to delivery without someone at the keyboard.

123of 140 runs needed no human step
5repositories
No human stepA person stepped in

Each dot is one run, sorted by outcome rather than by date.

The line keeps going.

Head of Frontend at Know Your Customer. Builder of Kidoka.

[email protected] LinkedIn GitHub kidoka.ocxers.com ocxers.com
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