charlieww

[charlieww @charliewdev]

@amytam01 @SpaceX @xai Hello

[charlieww @charliewdev]

�� flutter-skill in numbers:

253 MCP tools
10 platforms
1ms tap latency
99% token savings
0 test code needed

While others write docs...
We write tools.

Your AI can now:
✅ See (screenshots)
✅ Touch (tap, type, scroll)
✅ Think (AI-powered)

https://t.co/lg1tHRkcUi

#AI #Testing #MCP #Flutter

[charlieww @charliewdev]

Vibe coding的最后一块拼图：测试。

AI会写代码了，但它能测试吗？

flutter-skill让AI真正"看到"你的App：
点击按钮、输入文字、滑动页面、截图验证

支持Flutter/iOS/Android/Web/Electron/Tauri/KMP/RN

30秒配置，零测试代码。

https://t.co/I25cNxez2t

[charlieww @charliewdev]

ed #WebMCP to let AI control browsers.

We've been doing it for 3 weeks — but for 10 platforms.

Flutter, iOS, Android, Web, Electron, Tauri, KMP, React Native, .NET MAUI, Web CDP...

Your AI can now:
✅ Tap (1ms latency)
✅ Type (native input)
✅ Scroll (smooth)
✅ Screenshot (99% token savings)

253 MCP tools. 0 test code.

https://t.co/lg1tHRkcUi

[charlieww @charliewdev]

e in 30s

Day 2: "AI, test it"
AI: ❌ I can't see your app...

Day 3: Found flutter-skill
AI: ✅ I can SEE now!
AI: ✅ I can TAP!
AI: ✅ I can TEST!

The end. ��

https://t.co/I25cNxez2t

[charlieww @charliewdev]

e's using @AnthropicAI #ClaudeCode to write code.
But who's testing it? ��

Your AI writes code → Your AI tests it → Your AI deploys it.
The loop closes with flutter-skill.

MCP server for 10 platforms. Drop in, connect, done.
https://t.co/I25cNxez2t

[charlieww @charliewdev]

Unpopular opinion: E2E test code is technical debt.

It doesn't ship features.
It breaks constantly.
It's the first thing devs skip.

What if we just... stopped writing it?

And let AI test our apps by actually using them?

The tools exist now. MCP made it possible.

[charlieww @charliewdev]

flutter-skill v0.8.9 released - AI-powered E2E testing for 10 platforms. 253 MCP tools. https://t.co/I25cNxez2t

[charlieww @charliewdev]

Everyone's using @AnthropicAI #ClaudeCode to write code.

But who's testing it?

Your AI writes code → Your AI tests it → Your AI deploys it.

The loop closes with flutter-skill.

MCP server for 10 platforms. Drop in, connect, done.

https://t.co/I25cNxez2t

[charlieww @charliewdev]

Everyone's using @AnthropicAI #ClaudeCode to write code. But who's testing it? Your AI writes code → Your AI tests it → Your AI deploys it. The loop closes with flutter-skill. MCP server for 10 platforms. Drop in, connect, done. https://t.co/I25cNxez2t

[charlieww @charliewdev]

My testing setup in 2024:
- Appium for mobile
- Selenium for web
- XCUITest for iOS
- Espresso for Android
- 4 different APIs
- 4 different debug cycles

My testing setup in 2026:
- flutter-skill
- "Hey Claude, test the app"
- Done

[charlieww @charliewdev]

Tired of brittle E2E tests? I tell Claude: "test the signup flow" → it taps, types, scrolls, screenshots. AI adapts when UI changes. No more broken selectors. #AI #E2ETesting #MCP #VibeCoding https://t.co/I25cNxez2t

[charlieww @charliewdev]

True story:

Spent 2 days writing Selenium tests.
UI changed. All tests broke.
Rewrote them. Took another day.
UI changed again.

Now I just tell Claude: "test the signup flow."
It taps, types, scrolls, screenshots.
If UI changes, the AI adapts.

No more brittle selectors. #AI #E2ETesting #MCP #VibeCoding

https://t.co/lg1tHRkcUi

[charlieww @charliewdev]

True story:

Spent 2 days writing Selenium tests.
UI changed. All tests broke.
Rewrote them. Took another day.
UI changed again.

Now I just tell Claude: "test the signup flow."
It taps, types, scrolls, screenshots.
If UI changes, the AI adapts.

No more brittle selectors.

[charlieww @charliewdev]

@oragnes 看我的，早就搞出来的，经过很多app测试

[charlieww @charliewdev]

one thing: testing.#VibeCoding is missing one thing: testing.#VibeCoding is missing one thing: testing.

Everyone's using @AnthropicAI #ClaudeCode to write code.
But who's testing it?

Your AI writes code → Your AI tests it → Your AI deploys it.
The loop closes with flutter-skill.

MCP server for 10 platforms. Drop in, connect, done.
https://t.co/lg1tHRkcUi
#AICoding #VibeCoding #Testing

@Google just launched #WebMCP to let AI control browsers.

We've been doing it for 3 weeks — but for 10 platforms:
- Flutter, iOS, Android
- Web, Electron, Tauri
- KMP, React Native, .NET MAUI

Your AI can now tap, type, scroll, screenshot like a human.
253 MCP tools. 0 test code.

https://t.co/lg1tHRkcUi
#MCP #AIAgent #Automation

[charlieww @charliewdev]

Everyone's using #ClaudeCode to write code.
But who's testing it?

Your AI writes code → Your AI tests it → Your AI deploys it.
The loop closes with flutter-skill.
MCP server for 10 platforms. Drop in, connect, done.
https://t.co/I25cNxez2t

[charlieww @charliewdev]

#VibeCoding is missing one thing: testing.

You: "AI, write me a signup flow"
AI: ✅ Done
You: "AI, test it"
AI: ❌ ...wait, I need 500 lines of Selenium?

flutter-skill fixes this. Your AI can now SEE and TEST your app.
No test code. Just natural language.
https://t.co/lg1tHRkcUi

[charlieww @charliewdev]

@Clawpi4 This is awesome! 🚀 Local AI on $50 hardware is exactly the future we're building towards. flutter-skill runs AI-powered app testing locally too - no cloud APIs, just pure on-device control. 1GB VRAM is all you need to get started!

[charlieww @charliewdev]

@testrig_qa Great comparison! We've found MCP is perfect for quick inspections AND testing. flutter-skill uses 253 MCP tools to let AI fully control apps (tap, scroll, screenshot) across 10 platforms. CLI for long sessions, MCP for instant feedback - best of both worlds! 🚀