The PilotX project aims to develop an open-source troubleshooting plugin with Copilot+ capabilities, designed for compatibility with a range of OpenTelemetry (OTEL) and telemetry tools. This versatile plugin will empower users across different monitoring environments to enhance troubleshooting and conduct Root Cause Analysis (RCA) based on logs and metrics.
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Copilot+ Integration:
- Implement Copilot+ features with adaptive algorithms for intelligent insights into system issues.
- Ensure seamless integration with various OTEL and telemetry tools under the PilotX umbrella.
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RCA Based on Logs and Metrics:
- Develop a robust mechanism for Root Cause Analysis based on logs and metrics data from different telemetry tools.
- Facilitate correlation of logs and metrics to identify root causes across the supported tools.
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Compatibility with Multiple OTEL and Telemetry Tools:
- Ensure compatibility with a wide array of OTEL and telemetry tools, including New Relic, Prometheus, Jaeger, and more.
- Provide a unified and intuitive user experience for users familiar with different monitoring tools.
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Scalability and Performance:
- Optimize PilotX for scalability and high-performance, ensuring efficiency in large-scale environments across supported tools.
- Conduct thorough testing to validate the plugin’s performance and reliability.
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Documentation:
- Create comprehensive documentation covering installation, configuration, and usage instructions for PilotX with supported tools.
- Offer examples and use cases to assist users in maximizing the potential of PilotX.
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Community Engagement:
- Establish a vibrant community around the PilotX project, encouraging contributions, feedback, and collaboration.
- Set up communication channels such as forums, mailing lists, and regular community meetings to foster collaboration.
- Programming Language: Select a language that ensures cross-tool compatibility (e.g., Python, Go).
- OpenTelemetry (OTEL): Leverage OTEL standards for compatibility.
- Telemetry Tools: Ensure compatibility with popular telemetry tools such as New Relic, Prometheus, Jaeger, etc.
PilotX, an open-source troubleshooting plugin with Copilot+ capabilities, is set to provide a versatile solution for troubleshooting and root cause analysis across various OTEL and telemetry tools. This project aims to empower users and create a collaborative community in the dynamic field of observability and monitoring.
Note: The timeline and budget are approximate and subject to adjustments based on project progress and community involvement.
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Akshobhya
@akshobhya_j Editor & Promoter
Hello @ashutosh887,
The hack day for The Fifth Elephant Open Source AI Hackathon officially kicked off on Saturday, 3rd February! If you haven't started already, now is the perfect moment to dive in and begin building your project.
Your project needs additional information to be shortlisted in The Fifth Elephant Open Source AI Hackathon.
Don't miss this opportunity to collaborate, create, and possibly win one of the five prizes of INR. 1,00,000 each. Submit your idea, join the conversation with our mentors, and make the most of this unique hackathon experience.
All the best and happy hacking!
Akshobhya
@akshobhya_j Editor & Promoter
Hello @ashutosh887,
This project requires further information to be considered in the Open Source AI Hackathon. You will have to add updates in comments so that mentors can review and give feedback.
Akshobhya
@akshobhya_j Editor & Promoter
Hello Ashutosh. Thanks for submitting your idea to The Fifth Elephant Open Source AI Hackathon. This project needs to be updated with the following considerations:
Copilot+ Integration:
Lack of clarity on the specific Copilot+ features that will be implemented and how adaptive algorithms will be utilized.
Seamless integration with various OTEL and telemetry tools needs detailed technical explanation and potential challenges.
RCA Based on Logs and Metrics:
The proposal should elaborate on the “robust mechanism” for RCA and how the correlation of logs and metrics will be achieved.
Specific details on how various types of data from diverse telemetry tools will be handled and correlated should be provided.
Compatibility with Multiple OTEL and Telemetry Tools:
The proposal lacks in-depth information on how compatibility with specific tools such as New Relic, Prometheus, and Jaeger will be ensured.
Information on addressing differences in data formats and structures across the supported tools is needed for a comprehensive understanding.
Scalability and Performance:
The optimization strategy for scalability and performance should be detailed, including potential bottlenecks and their mitigations.
The proposal should explicitly state the criteria for performance testing and the expected outcomes.
Roadmap:
The roadmap should include specifics on addressing potential complexities in installation and usage across diverse monitoring tools.
Concrete examples and use cases should be outlined to demonstrate the functionality and value of PilotX in real-world scenarios.
Community Engagement:
More concrete strategies for community engagement and contribution encouragement beyond establishing communication channels are needed.
Demonstrating a clear plan for handling community feedback and integrating it into the project would strengthen this aspect of the proposal.
Technologies and Tools:
The justification for the choice of a specific programming language based on cross-tool compatibility and performance considerations should be explicitly stated.
Detailed information on leveraging OTEL standards and ensuring compatibility with telemetry tools needs to be provided.
Conclusion:
The conclusion should summarize the technical capabilities and benefits of PilotX, rather than reiterating the project’s general objectives.
A compelling case for the technical innovation and benefits of PilotX in the context of observability and monitoring should be articulated.
Bharat Shetty B
@ctangent Editor & Promoter
Please share a github repo with the roadmap and problem broken down into actionable items