Up-to-date documentation for LLMs and AI code editors. A project by @upstash team
San Francisco
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Every site in Docs7 is way faster now 🚀
- 13x smaller size for median worker
- 5x faster startup times
- cold requests up to 3x faster
Live for all of our users, nothing to change on your side!
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Introducing Upsy
upsy.ai/
Your own cloud computer, shared with your AI assistants. Like a Mac mini, but in the cloud.
Connect Gmail, Calendar, Slack and your browser once. Muse, Grokbot and any other assistant can use them. You decide what each one can access.
An assistant starts reading through your whole inbox? You get an alert and turn it off in one click.
Sessions and keys live in your Google Drive, not on our servers.
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Context7 API overage drops to $5 / 1,000 calls (was $10), so more people can use Search API.
Context7 Search is Exa for code: it grounds your agent in up-to-date docs and code examples, so it stops guessing.
Pro includes 2,000 free calls.
New price starts October 1.
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How do we keep Docs7 compatible with Mintlify?
Every night an Upstash Box renders public Mintlify repos in both Docs7 and Mintlify, then diffs the DOM.
A new diff opens a GitHub issue with screenshots.
~$0.20/night.
upstash.com/blog/scheduled-b…
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Software factory is the next level of coding with AI. You're the CEO, agents do the work.
Watch @leonvz build one you can copy. Agents pick up tasks, write code and ship, each in its own Upstash Box sandbox.
piped.video/AsvzMlLyQ38
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docs7 deploy
One command.
Your docs are hosted on *.docs7.io
Agents can read them through Context7.
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Introducing Context7 Search:
a grounding API for coding agents.
One GET request, get the docs snippets.
Unlike web search:
• Official docs, managed by library owners
• Scanned for prompt injection and malware
• Fast and token efficient
Blog:
upstash.com/blog/context7-se…
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Upstash now supports Redis Arrays.
Not a list. Index = address, not position.
- O(1) random access (lists walk O(N))
- Sparse slots cost nothing
- Delete doesn't shift
- ARRING: ring buffer in one command, 2x RPUSH+LTRIM
upstash.com/blog/redis-array…
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We benchmarked Docs7 vs Mintlify on Upstash docs.
Docs7 won 33 of 34 Pagespeed comparisons.
Page load on mobile: 3.3s vs 9.7s
Static HTML at build time, served from Cloudflare. Raw data in the post.
upstash.com/blog/docs7-vs-mi…
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Docs7 is faster than Mintlify.
According to Google PageSpeed.
upstash.com/blog/docs7-vs-mi…
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We tested Jev against the models we use inside Context7's parsing pipeline (Gemini Flash, DeepSeek).
5 classification tasks. Results:
- 3 ties: query relevance, duplicate detection, website suitability
- 1 win: page classification — 85% vs 56%
- 1 loss: crawl-root selection — 27% vs 93%
- 10-170x faster, 3-20x cheaper
Tagging a single page: Jev wins.
Reasoning about a whole site's structure: it doesn't.
Crawl-root selection: given a URL + site nav, pick which section to crawl.
Query relevance: is the user's question about this library or something else.
Duplicate detection: are two snippets the same example.
Website suitability: is this site technical docs worth indexing.
Page classification: does this doc page have code, API ref, or info.
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Context7 now indexes DeepWiki pages too.
Before: "the lifecycle of a user message in Chainlit" → nothing useful, because no docs page says it.
After: real answer, pulled from the repo's DeepWiki.
Your agent can now ask how things work.
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Every Context7 doc is scanned before your agent sees it
Your AI agent reads docs. Docs can carry prompt injections.
Context7 scans every doc before indexing. A custom classifier flags injection attempts and malware patterns.
context7.com/docs/security/d…
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Someone asked Context7 about EVAL on Upstash Redis REST API.
Our docs didn't cover it. Docs7 agents noticed the gap, wrote the docs, opened a PR. We reviewed and merged it.
Docs that fix themselves when users hit a gap. That's the goal.
github.com/upstash/docs/pull…
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Box is now part of the Upstash MCP.
Any agent gets a remote sandbox, your GitHub repos, a browser, file storage. On the subscription you already pay for.
We tried it: 12 PRs across 4 repos from one Claude chat message. Nothing built on my laptop.
upstash.com/blog/turn-any-ag…
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we are not great at hype. stable growth is peaceful.
I don't see enougn hype around the @Context7AI mcp. It's a staple in every project I work on. Thanks for the good work guys
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