when the same general "token capital" is available to everyone, the only real moat/differentiation is the "human capital" you compound forever inside an enterprise.
Amanpreet Singh
@apsdehal
something new
- This is bigger than it seems for the AI agents. S3 Files lets you mount any S3 bucket as a native NFS on any container or lambda with ~1ms latency via EFS under the hood. Why it matters for agents: no more copying data or bridging object <-> file abstractions. Agents can nowAnnouncing Amazon S3 Files. The first and only cloud object store with fully-featured, high-performance file system access. Learn more here. go.aws/4tw17Zg
- Claude Code on web/iOS is a big productivity unlock for small changes. But for bigger changes, the biggest blocker for me was not having the gh cli. Can't bring in GitHub context - no PR reviews, no issue management, no fine-grained operations. You end up pulling locally anyway
- > opened codex web > codex asks to integrate with slack > me: why not? i can delegate all things directly from slack > started a task from a slack thread > codex returns the task link > coworker opens the task link without any auth and is able to see everything > tried the link
- Historically, unstructured data has dominated the spotlight in AI, while the mission-critical structured data that drives most enterprise workflows has remained under-leveraged, with few proven recipes for AI workloads. Today, we’re changing that by fully open-sourcingExcited to release Contextual-SQL! 🏆#1 local Text-to-SQL system that is currently top 4 (behind API models) on BIRD benchmark! 🌐Fully open-source, runs locally 🔥MIT license 🧵
