xinweihe

6 ms·

1. 1.▲
   by xinweihe 1y ago

   Thanks for the follow-up. Let me try to clarify! When we say we "organize all logs, metrics, and traces", we mean more than just linking them together (which otel already supports). What we’re doing is: - context engineering optim
2. 2.▲
   by xinweihe 1y ago

   Yep, we're working on a golden test set with known root causes to benchmark and track agent performance over time. It's taking a bit of work to get right, but we're on it and definitely open to contributions!
3. 3.▲
   by xinweihe 1y ago

   Great question! Yes, we're actively building a golden test set of debugging scenarios with known root causes and failure patterns. This allows us to systematically evaluate and improve agent performance with every release. Contribution
4. 4.▲
   by xinweihe 1y ago

   Good question! Your setup already covers a lot — but TraceRoot tries to go a bit further in a few areas: In TraceRoot, we organize all logs, metrics, etc. around traces and build an execution tree. This structured view makes it much easier
5. 5.▲
   by xinweihe 1y ago

   Fair question. Here’s how TraceRoot is different. - 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 matchi
6. 6.▲
   by xinweihe 1y ago

   Yep, you're spot on - and we're hearing this loud and clear across the thread. Model abstraction is on the roadmap, and we're already working on making BYOM smoother.
7. 7.▲
   by xinweihe 1y ago

   Thanks for the feedback! Totally hear you on the tight OpenAI coupling - we're aware and already working to make BYOM easier. Just to echo what Zecheng said earlier: broader model flexibility is definitely on the roadmap. Appreciate yo
8. 8.▲
   Show HN: TraceRoot – Open-source agentic debugging for distributed services(github.com)

   40 points by xinweihe 1y ago|22 comments
9. 9.▲
   by xinweihe 1y ago

   got it, will email you later, excited to try it out
10. 10.▲
    by xinweihe 1y ago

    I'm interested in trying agentmail for one of our internal agents, but I noticed you're still on a waitlist and the "contact us" and "contact sales" buttons don’t seem to be clickable. Just wanted to flag in ca
11. 11.▲
    by xinweihe 1y ago

    Super cool project — love the direction you're taking with simplifying MCP integration and tooling! The search layer between agent and servers is a clever abstraction to reduce cognitive + compute load. Also appreciate the IKEA curtain