How Context.dev launched Batches on X
Scrape 100,000 URLs in one shot
What Context.dev launched

“can you should stop launching on Friday nights, nobody’s even awake.” - @michael_chomsky Anyways, Introducing Batches scrape 100,000 URLs in one shot. give us up to 100K URLs, or just one and we’ll crawl from there. 9 output formats per page: > HTML > markdown > https://t.co/xdm0TqlYBw
How TLVC rated the launch
TLVC Rating
How the launch performed
- 10K
- views on X
- #940
- of 1021 launches we track
- 0.0x
- the 231K median launch
What this launch shows
| Group | Views |
|---|---|
| Context.dev, this launch | 10,183 |
| Similar-sized accounts, median across 195 launches | 334,376 |
| APIs & SDKs launches, median across 19 launches | 376,024 |
| Every launch, median across 1021 launches | 231,399 |
Context.dev reached 10K views, 0.0 times the directory median of 231K, ranking 940 of 1021 launches we track. Among APIs & SDKs launches it ranks 19 of 19, 0.0 times that group's median. The post came from an account with 11K followers and reached 1.0 times that many people, ranking 184 of 195 launches from accounts of a similar size.
Replies ran at 25.5 per 10,000 views, well above the 3.3 median. Conversation in the first hours is what the ranking model rewards with more reach. Bookmarks came in at 112.9 per 10,000 views against a median of 13.4. One bookmark for every 1.4 likes is a high ratio and usually means people intend to come back and try the product.
It went out on a Saturday.
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About the launch
Batches is how Context.dev scrapes a large set of pages in one background job, for developers building agents and products that need live web data at volume. You submit up to 100,000 URLs, or a starting URL or sitemap to crawl from, and each page can return any combination of nine outputs: HTML, Markdown, screenshots, highlights, JSON, parsed data, images, original response bytes, and product data. The API returns a batch ID immediately. You poll for status or receive a webhook when the job finishes, then read results as paginated JSON or download them as files. This release raises the batch ceiling. Jobs added on July 30 stopped at 25,000 URLs and returned only Markdown or HTML. The October 15 update lifts that to 100,000 URLs and applies the same per-page options as the single-page Scrape Anything endpoint, so screenshots, JSON extraction, and product records can come back in the same run. Context.dev, a Y Combinator Summer 2026 company in San Francisco founded by Yahia Bakour, runs the rendering, proxies, and retries under that job. Callers send URLs and read structured page data without operating the browsers themselves.
Tags
Questions
Frequently asked questions
The Context.dev launch post reached 10K views on X, with 166 likes, 7 reposts, 26 comments, 115 bookmarks.
Context.dev launched on X on October 17, 2026 with the message "Scrape 100,000 URLs in one shot".
Batches is how Context.dev scrapes a large set of pages in one background job, for developers building agents and products that need live web data at volume.
TLVC rated the Context.dev launch 2.60 out of 5: hook 3/5, editing / creativity 2/5, copy 3/5, sentiment of launch 3/5, distribution strategy 2/5.


