- We don’t just stream raw logs/traces into an LLM, we build execution trees and correlate data across services and threads. That gives our agent causal context, not just pattern matching.
- It’s designed to debug real issues in production, where things are messy, not just dev or staging.
- We are aiming for automatic bug detection and remediation soon, not just copiloting, but a debugging agent that can spot regressions and trigger fixes proactively.
- We are working on persist historical incidents, fixes, and infra quirks, so the agent improves with each investigation, and doesn’t start from scratch every time.
Happy to dive deeper! Let me know if you have more questions.
We provide an easy to use solution that Sentry is quite complex to use by connecting code context to corresponding loggings and tracings. Also, directly using MCP with LLMs may hallucinate if there are too many tool candidates and if there are a lot of loggings (which is very common) We need to have some optimizations to improve the both of the efficiency and reduce the context fed into the LLMs. An example is shown in this README https://github.com/traceroot-ai/traceroot/tree/main/rest/age... There is also some cursor like UI in TraceRoot to better involve human in the loop which is crucial to minimize the context length and other platforms such as Sentry does not have.
I prefer to have a 2-3 people founding team. But its so difficult to find partners especially when all my school friends are married and busy working for large companies.
We are in the same boat. I am 30+ techie & marketing person. Most of my school friends are happily married and are busy with their jobs in large corporations. I am kindof a misfit when it comes to living a "normal" life of 9-5 job. I have tried 4 times to start new company...and failed all 4 times. Left the job last year and started another company. It was moderately successful (Ramen profitable). But I know its limits..it will not be more than Ramen successful. Now I am trying to start another company. But I know that I can not pull this project off by myself. I need a team. And its so darn hard to build a team. Went to meetups, startup weekends, hackathons etc etc. No luck. I even tried elance and odesk. They are not very useful for startups anyway. How do people find partners to build a company?
Also, most business get the video made only once. Very rarely..they would get another video made. So, I do not see a recurring subscription model here!
