JSON has to be one of the least token-efficient ways to generate structured AI responses. GPT insists on indenting and every space is a token! YAML is ok, but haven't found anything better than CSV so far.
ALT A tokenized JSON snippet, where each space is designated its own token
I wouldn't trust GPT to generate binary data like protobuf. And CSV has a lot of limitations. Time for a new encoding language that's natural language based, token-efficient, and robust to LLMs messing up syntax?
@AristaNetworks gets it. Telemetry is a phenomenally powerful tool but I don't want to have to roll my own tool to consume it. CloudVision leverages the power of real-time telemetry to provide meaningful insights into the operational state of your network. #NFD30
Blown away at the intuitiveness and usefulness of this platform:
It's hard to explain, but in the demo we got here so easily!
1. Search for device IP
2. See "heat map" of busy traffic
3. See busiest flows
4. Attached image shows up.
Incredible
@nfd30
Thanks to all the incredible engineers and designers on the team who conceived, implemented, tested, and shipped each these features. And, if you want to work with a team that cares immensely about quality, we're hiring! youtube.com/watch?v=wDQOghDm…
Any React devs out there want to help me build a @SiteofRefuge for Ukrainian refugees? It’s a small, great team looking for help on a time-critical project!
Well this is terrifying: wildfires can produce clouds large enough to create lightening strikes... that can start even more wildfires
en.m.wikipedia.org/wiki/Flam…
👋 Hey front-end developer friends. Wanna beta a new tool we're building to help you understand the performance of your production SPAs? I'd really value your feedback 🙏