"Can you run this in our environment?"
The customer owns the runtime, the network, the databases — and can pull and inspect every container you ship.
BYOC isn't a Helm chart problem. It's a trust boundary problem.
w/ @srijanskt2 ↓ https://t.co/CdRpAPsN8v
@omnistrate
Most "AI agent" demos run in a happy cloud sandbox.
Enterprise AI can't.
It needs to run inside your VPC, touch your data, and never leak credentials.
We surveyed @e2b , Daytona, @RunloopAI , @modal and others. Then built our own.
w/ @srijanskt2 ↓ https://t.co/Y79AwsPHF3
Your agent isn't failing because the model is bad.
It's failing because pods restart, APIs time out, and humans reply late.
Split-brain state. Orphaned tasks. No source of truth.
So we rewrote it on @temporalio .
w/ @srijanskt2 ↓ https://t.co/LDTbRYo5sT
Wrote a blog post with @srijanskt on Optimizing Golang Jobs for Cost Efficiency: A Beginner's Guide [https://t.co/Da3xmr7xyE]
It is inspired by @jcbwlkr's GopherCon talk, @func25's Go Practical Tips [https://t.co/0iAxa8K6bc] and @aantn's set of blogs.
Do share your feedback!!
@vaibhaw_vipul Biggest blocker is ramp-up period. We use Golang mainly and don't see a reason for rewriting everything in Rust. There should be some solid performance gain.
@vaibhaw_vipul contributing to open-source would be an awesome addition. Doing something practical after getting the mental model right makes more sense than simply reading stuff.
@vaibhaw_vipul Any book/resources for OS + networking that include some exercises as well?
I want to get better at understanding syscalls, I/O, Grpc, TCP connections, etc. What impacts memory? What impacts CPU? etc.
The basics of distr. systems.
@ludwigABAP Should I just continue googling or read books for OS, Networking, etc? I need help with basics like CPU vs I/O, syscalls, disk seeks, HTTP/2, etc
@ludwigABAP@ludwigABAP I want to try for low-level systems job for e. g companies that build enterprise features on top of Apache projects or storage internals, etc.
We are excited to announce that Srijan Saket and Vivek Chandela, two of our stellar AI engineering team members, will present at the Kafka Bangalore conference!
Get to know more about their session - https://t.co/KazWZfdqDM
#KafkaSummit#AI#ML@confluentinc