It's not just you - OSS toolstacks can be sprawling and involve long manual processes while costs from most enterprise vendors are too steep for fully mapped observability.
Coroot is an open source project I'm working with to try and to tackle this. eBPF automatically gathers your data into a centralized service map, and then the tool provides RCA insights (with things like mapped incident timeframes) to help implement fixes quicker and improve uptime.
I'm currently working with Coroot, which is an open source project trying to create a solution for this issue of logs and other telemetry sources being too much for any team to reasonably have time to parse manually. Data is automatically imported using eBPF and Coroot will provide insights into RCA (with things like mapped incident timeframes) to help with anything overlooked in dumps.
The Vector Search Conference is an online event on June 6 I thought could be helpful for developers, data engineers, and AI enthusiasts on HN to connect with other members of the vector search community. It’s a free opportunity to connect and learn from other professionals in your field if you’re interested in building RAG apps or scaling recommendation systems.
Event features:
- Experts from Google, Microsoft, Oracle, Qdrant, Manticore Search, Weaviate sharing real-world applications, best practices, and future directions in high-performance search and retrieval systems
- Presentations for all skill levels
- Live Q&A to engage with industry leaders and virtual networking
A few of the presenting speakers:
- Gunjan Joyal (Google): “Indexing and Searching at Scale with PostgreSQL and pgvector – from Prototype to Production”
- Maxim Sainikov (Microsoft): “Advanced Techniques in Retrieval-Augmented Generation with Azure AI Search”
- Ridha Chabad (Oracle): “LLMs and Vector Search unified in one Database: MySQL HeatWave's Approach to Intelligent Data Discovery”
If you can’t make it but want to learn from experience shared in one of these talks, sessions will also be recorded. Free registration can be checked out at (https://vsearchcon.com/register/) - hope you learn something from the event!
Seconded - it sounds like compatibility isn't there yet with AWS, but it would be great if there was a way to use nerdlog with other OSS dashboard tools like Signoz or Coroot like you mentioned. Still a really interesting graylog altnerative.
Coroot is an open source project I'm working with to try and to tackle this. eBPF automatically gathers your data into a centralized service map, and then the tool provides RCA insights (with things like mapped incident timeframes) to help implement fixes quicker and improve uptime.
GitHub here and we'd love any feedback if you think it can help: https://github.com/coroot/coroot