AI Agent
AI Test-Automation Agent
A testing agent that reads requirements and pages, then generates, runs and self-heals end-to-end test cases with a traceable report.
Claude CodePlaywrightPythonGitHub Actions
Case studies
From AI agents and GEO rebuilds to payment gateways, mini-programs and websites. Each case says what we did, what we used, and which numbers we are not authorized to disclose.
All 17AI Agent 1GEO 2AI Skill 1AI Assistant 1Web & Platform 2App & Mini-Program 6Tools 2Enterprise Systems 2
AI Agent
AI Skill
GEO Skill: our GEO methodology packaged as an agent skill
Our own Claude Code / agent skill: the crawlable → identifiable → citable workflow, site-health scripts and baseline scoring, packaged as one reusable skill we run on our own and client sites.
Claude Code SkillPythonPlaywrightMarkdown
GEO
scimpexp.com: bilingual site build and GEO rebuild
A bilingual site for a food import/export company in Tianjin, rebuilt for GEO: separate Chinese and English URLs, hreflang, entity structured data and answer blocks an AI engine can quote whole.
GEO
Our own site: GEO rebuild (in progress)
We ran our own method on our own site: diagnose, rebuild the structure, then measure three baselines with one consistent method. The full record goes public once Round 1 data is in.
EleventyNunjucksNode.js
Enterprise Systems
Taurus Payment Gateway
A payment aggregation gateway integrating major Indonesian banks and Southeast Asian e-wallets, giving cross-border businesses one place to collect, reconcile and settle.
Enterprise Systems
Nationwide TLS certificate monitoring platform
A certificate monitoring platform for government and enterprise security oversight: it checks domain certificates in bulk, classifies the results and shows them on a real-time visualization wall.
Tools
Tax Calculator: an online tax estimation tool
Our own free tool site: online estimation for individual income tax, VAT and other common taxes — no sign-up needed, and one of the sites where we practise GEO.
Web & Platform
Travelog: travel booking platform website
Website development for a Malaysian travel booking platform: product and destination information restructured, responsive across devices, so both visitors and search engines can tell what is on offer.
Web & Platform
Pipixiu: website for a tax and accounting agency
The website of Pipixiu, a Wuhan tax and accounting agency: service scope, process and contact details made explicit so local clients know what they are getting before they call.
Tools
Qingjian Card-Key: a card-key generation and validation mini-program
Our own mini-program: generate card keys, validate them by scanning, bind a device and return the result — for scenarios that hand out one-off authorization codes.
AI Assistant
Website AI Assistant
The assistant in the corner of this site: streaming chat over an OpenAI-compatible API, with quick questions matching our six practices and answers that point to the right service page.
Node.jsExpressSSEOpenAI 兼容接口
App & Mini-Program
Interseed: a global online community
A global online prayer community: members post and respond to prayer requests, content syncs across devices in real time, and the interface is multilingual.
App & Mini-Program
CalonVIP: a WhatsApp-based marketing tool for businesses
A WhatsApp marketing tool for companies selling overseas: contact lists, message templates and follow-ups move off personal phones into a system the team can share.
App & Mini-Program
Changi Airport Lunar New Year coupon mini-program
An Alipay mini-program for Changi Airport’s Lunar New Year campaign: travellers claim coupons online and redeem them in store by scanning, with a deliberately simple merchant flow.
支付宝小程序
App & Mini-Program
Bithelp: on-chain asset security insurance platform
An Ethereum-based insurance platform for on-chain assets: connect a wallet, take out cover, check the policy and file a claim in one online flow, with the state visible throughout.
Ethereum
App & Mini-Program
Mybestie: a beauty e-commerce platform
A beauty e-commerce platform: browsing and search, product detail and checkout, orders and account — with the buying path shortened around the attributes beauty products actually have.
App & Mini-Program
Digital asset trading platform
A collecting and trading platform for digital artworks (two similar projects merged into one page here): display, issuance, holding and transfer, joined into one flow on mobile.