Relvy (YC F24) automates the monitoring of production software. Their efficient language models monitor logs 24x7 to discover and debug issues before customers notice them. ycombinator.com/launches/MGE-r… Conngrts on the launch, Bharath Bhat and Simranjit Singh!

This startup fine tuned their own LLM that performs as well as GPT-4o for production log files but 200X cheaper. Logs at scale are expensive so it turns an impossible cost into one that is quite viable.

PSA notice to founders considering YC Doing YC more than pays for the 7% equity you give up When you combine that with the clear speed up and community that helps you (and that your % likelihood of success goes up a lot more too) this means YC is clearly worth it

It's 2026. On-call engineers shouldn't be following a runbook at 2AM. AI agents should. relvy.ai/blog/state-of-…

"The new currency is adaptability, and unlike a Stanford degree, it’s available to everyone."

We're entering an era where code is written faster than humans can review it; shipping faster means breaking faster. Reliability becomes the bottleneck. Great work by Ramp - agents that detect, triage, and fix production issues autonomously!

The older I get, the more I realize intelligence is overrated. Intelligent people are more likely to overthink, overplan, and overanalyze. They hide behind motion that doesn't create progress. They fear the judgment of others if they're proven wrong. The truth is that