簡介網誌畫廊

繁

Thunderbit 共同創辦人暨執行長

Shuai
Guan.

現在是一名創辦人；在那之前，是一名產品經理；閒暇之餘，則是一名攝影師。

我把雜亂無章的開放網路，轉化為乾淨、結構化、可供 AI 代理放心使用的資料。20 萬以上的使用者每月擷取數千萬個頁面——如今更透過 API、MCP server 與 CLI 向開發者全面開放。

200K+

橫跨銷售、電商、研究與營運的使用者

數千萬/月

每月擷取的頁面數

3 種方式

開發者可用：API · MCP server · CLI

▲本週第一名產品 · Product Hunt

深受這些團隊信賴

HarvardMITAdidasBCGGrammarlyAccenturePuma

創辦人自 2024 年起

共同創辦人暨執行長 · AI 網頁資料平台

Thunderbit 將雜亂、不斷變動的網站，轉化為 AI 代理與資料流程可放心使用的乾淨、結構化資料。它始於一款無需寫程式的 AI 網頁爬蟲，如今更透過 Web Data API、MCP server 與 CLI 向開發者全面開放。

Distill — HTML → Markdown Extract — schema'd JSON/CSV Web Data API MCP server CLI

4.2★ Chrome Web Store185 ratings · 200K users #1 Product HuntProduct of the Week 4.1★ G26 reviews 4.7★ GetApp7 reviews 4.7★ Capterra7 reviews

產品經理更早之前

Jet.com → Walmart↗

產品經理

Marc Lore 創辦的電商新創公司，核心是以購物車為基礎的動態定價。2016 年沃爾瑪以約 33 億美元收購，用以加速自身的線上業務。

Horizon Robotics↗

產品負責人

一家中國 AI 晶片公司，為智慧汽車打造高能效處理器；其「征程」系列大規模驅動 ADAS 與自動駕駛。

Automation Anywhere↗

產品經理

機器人流程自動化（RPA）領域的領導企業，以 AI 驅動的軟體機器人，自動化企業中重複、規則化的工作。

學歷

University of Michigan Ann Arbor

工業與作業工程，B.S.E.

2014

歡迎打聲招呼.

無論你正在打造代理與資料工作流程，或只是想聊聊網頁資料的心得——我的信箱隨時為你敞開。

與我聯繫 ↗

想到哪寫到哪

網誌.

一些工作筆記與分析——關於 AI、網路資料，以及我當下正在拆解的東西。談不上是打磨過的文章。

工作之外

畫廊.

一組持續累積的影像——街頭、旅行與底片，都是在一次次開發之間捕捉而來。

到 Tuchong 瀏覽完整作品集 ↗

Sunlit granite cliff above a snowy meadow — Winter Valley Light

空拍 08

A smoke-shrouded city skyline from above — Orange Sky Day

A lone swimmer on dark open water — Adrift In Darkness

A waterfront city skyline at dusk — City At Golden Hour

The Shanghai skyline and Oriental Pearl Tower in haze — Pearl In The Haze

Shanghai high-rises seen from above in fog — Towers In Fog

Lower Manhattan seen through observation-deck mesh — Grid Behind Glass

A high view over Chicago toward the lake — Chicago From Above

A smoking chimney amid a sprawling city from above — Smokestack City

風景 15

A couple under a tree at sunset — Evening By The Lake

A child running across a tidal flat — Small Against The Storm

A lone swing in a flooded lake — Swing On Water

A vulture perched on bare branches — Lone Sentinel

Three giraffes on the savanna — Savanna Trio

A fly fisher standing in a lake — The Lone Angler

A red rose on the beach beside a pier — Rose At Low Tide

Sunlit red sandstone cliffs against a deep blue sky — Sunlit Sandstone

Silky water rushing between boulders in a green river — Silk Over Stone

The Colorado River curving around Horseshoe Bend at sunrise — Horseshoe Bend

The sandstone buttes of Monument Valley under blue sky — Desert Monuments

A sweeping view across the Grand Canyon — Canyon Expanse

Dawn light over the Grand Canyon with a bare tree — Canyon Dawn

A surfer crossing a sunlit beach into the glare — Into The Light

A woman on a boardwalk bench watching the sea at dawn — Boardwalk Morning

街頭 21

A lone walker in a snowstorm — Snowbound Skyline

A woman facing the Flatiron building — Flatiron Afternoon

Diners seen through a cafe window — Bar And Burger

A man walking along a pier ledge — Walking The Edge

A man at a tourism information booth — Grand Central Information

A costumed mannequin in a shop window — Liberty Winter Sale

An old man with a cane — Elder At Square

A vintage payphone in a booth — Push For Coin

An alley reflected in a shop window — Window Reflections

Workers loading brush onto a cart — Roadside Labor

A vintage theater marquee — A Taste Of Paradise

Autumn sunlight through trees — Backlit Autumn

Two budgies in a backlit birdcage — Caged Pair

A woman in a sun hat reading in a city park — Park Reader

A street clock blurred in motion — Time In Motion

A newspaper box on a sunny city street corner — Corner Headlines

Patrons at a warmly lit wood-paneled bar — Warm Light Bar

A Superman figure and street reflections in a shop window — Superman Window

An older man sitting alone in a cafe window — Table For One

A street sweeper standing at an empty crosswalk — The Sweeper

A toddler in overalls and a straw hat on a city street — Little Explorer

旅行 16

A robed boy with a walking stick — The Herder

A pair of zebras nuzzling — Two Of A Kind

A boardwalk toward a skyline at sunset — Pier At Golden Hour

A seagull flying over a harbor — Harbor Takeoff

A colorful market stall vendor — Wool Tassel Market

A packed stadium crowd — Stadium Roar

Tropical blossoms beside a road sign — Private Road

A row of carved idol figurines at a market stall — Market Idols

Birds over a distant city skyline across the water — Skyline And Gulls

Route 66 memorabilia crowding a souvenir shop window — Route 66 Relics

The Golden Gate Bridge at sunset — Golden Gate Glow

The Lower Manhattan skyline under streaked clouds — Wide Sky Skyline

A sealed latch on a red Forbidden City door — Sealed Gate

A memorial statue before a misty skyline — Monument In Mist

A red paper lantern outside a Japanese restaurant — Tempura Lantern

A warmly lit traditional Japanese entryway — Warm Threshold

建築 11

A spiral staircase seen from above — Golden Spiral

A foggy skyline through a wet window — Skyline In Mist

A figure under a curved timber atrium — Under The Canopy

The Washington Monument beyond a curving stone wall — Obelisk Beyond

A church steeple before the Empire State Building — Steeple And Tower

A bronze statue beneath a skyscraper at Rockefeller Center — Atlas Below

A steel memorial corridor framing the Manhattan skyline — Empty Sky

The Cloud Gate sculpture reflecting the Chicago skyline — Cloud Gate

A soft-focus city skyline in black and white — Soft Skyline

A white colonial house on an autumn lawn — Autumn Estate

A figure silhouetted in a glass office lobby — Glass Lobby

人像 14

A woman in a floral dress in soft light — Light Through The Gate

A smiling woman on a street — Laughing In Lane

A tabby cat by a sunlit doorway — Shop Cat

A couple silhouetted before a projection — Two In Shadow

A smiling woman in a plaza — Golden Hour Smile

A woman smiling between red banners in a hutong — Between The Banners

Shadow Profile

An orange and white cat sitting on a sidewalk — Sidewalk Cat

A smiling woman glancing back on a night-market street — Night Market Smile

A smiling woman on a train platform — Platform Smile

A young man on a stone bench among autumn trees — Autumn Reverie

A woman in a fur-collared coat in warm winter light — Fur Collar

A woman seated under a pine tree in a park — Under The Pine

A woman with a red umbrella resting against a red wall — Red Wall

夜景 11

Fireworks over a castle and crowd — Castle Finale

A blurred night crosswalk and skyline — City Lights Bokeh

Neon billboards and light trails in Times Square at night — Times Square Rush

Light trails streaking across a bridge at night — Bridge Trails

Streaking light lines inside a tunnel in motion — Tunnel Speed

A hand holding a phone up to Times Square at night — Screen In Screen

A lit walk signal against a night skyline — Walk Signal

Star trails wheeling over beach loungers at night — Star Trails

City lights blurred behind a rain-streaked window — Rain On Glass

A glowing fountain abstracted behind water-flecked glass — Blue Bloom

A dreamlike violet blur of a city street — Violet Drift

底片 03

A magnolia blossom resting on a bench — Spring On The Bench

Blossom shadows cast on a fence — Shadow Play

Cherry blossoms against a clear sky — Blossoms Against Blue