How Context.dev launched Batches on X

Scrape 100,000 URLs in one shot

What Context.dev launched

Context.devOct 17, 2026

“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

Context.dev launch preview
26716610K115

How TLVC rated the launch

TLVC Rating

2.60
Hook
Editing / Creativity
Copy
Sentiment of launch
Distribution strategy

How the launch performed

10K
views on X
#940
of 1021 launches we track
0.0x
the 231K median launch

What this launch shows

Views for the Context.dev launch compared with median views in the directory
Views compared with directory medians
GroupViews
Context.dev, this launch10,183
Similar-sized accounts, median across 195 launches334,376
APIs & SDKs launches, median across 19 launches376,024
Every launch, median across 1021 launches231,399

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.

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

<500KSeedB2D (developers)ExplainerFeature launchUS

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.

No, TLVC did not work on the Context.dev launch. TLVC has done similar launches such as Expand, Sabi, and Tauvus.

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.