@tan_stack@upstash Full walkthrough is available in our docs, including:
• adapter code
• hydrating a fresh client from the same id
• auto-expiring stale chats with TTL:
https://t.co/2pm9HiTO63
Golden rule for anyone using AI agents to build anything with Redis:
Teach them to use https://t.co/WTSdQEr8Yp
The agent can spin up a temporary Redis DB completely on its own to run tests or PoCs. No manual setup required, and you can claim the DB to your account later
Chats in @tan_stack AI chats live in memory and vanish on reload
Drop in a tiny adapter backed by @upstash Redis and your conversations survive reloads, navigation, and devices:
New blog: Building subagents in AI SDK v6 🎉
◆ How to use the new ToolLoopAgent
◆ Share state across parallel subagents
◆ Stream subagent progress to the UI
Step-by-step guide 👇
Redis is much more than a cache.
Give it a shot as the primary database for your next vibe-coded app.
Use @upstash and don't worry about infra. Your agent will love you for it.
One of my favorite use cases that @upstash Redis Search unlocks is collecting+aggregating analytics
Fixed counters can work but you have to know the queries in advance. With Redis Search you can query raw events without adding heavy infrastructure:
https://t.co/ENa1nGuNsk
New blog: Building very fast agent memory with virtual markdown 🎉
◆ Give agents a virtual markdown file
◆ Stored as Redis string (extremely fast)
◆ Perfect for per-user memory in SaaS apps
Step-by-step w/ AI SDK v6 code examples 👇
New blog: Context7 vs Claude Code Web Search 🎉
◆ Context7 uses ~99% less input tokens
◆ also 37% fewer tokens and 35% lower cost
The easiest way to make your agent write better code 👇
New blog: How Notra uses Upstash to run an AI content pipeline 🎉
◆ Notra is one of our OSS program members
◆ They turn GitHub/Linear activity into social posts
◆ Built on Workflow, QStash, Redis & Ratelimit
Full technical breakdown 👇
Context7 vs Claude Code's web search — a token & cost benchmark.
– 99% fewer input tokens
– 53% fewer output tokens
– 35% lower cost
Details in reply.