Engineering

1. Debug Errors and On-Call Issues

Quickly troubleshoot failing tests, development errors, and configuration issues.

Examples:

• "What does this error message [error message] mean in the context of [project name]?"

• "How do I resolve a failed deployment for [environment name]?"

• "What are the steps to debug a memory leak in [specific framework]?"

• "What does the log entry [log snippet] indicate?"

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2. Review and Optimize Code

Get instant feedback on code quality and learn best practices to improve code performance.

Examples:

• "Can you review this code snippet for potential issues?"

• "What are the best practices for writing secure code in [programming language]?"

• "How can I optimize this SQL query for better performance?"

• "What are common pitfalls in implementing [specific algorithm]?"

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3. Write SQL Queries

Find product log events, database tables, and fields, and write SQL queries based on them.

Examples:

• "Write a SQL query to find all users who signed up in the last 30 days."

• "What are the column names in the [table name] table?"

• "How do I join [table A] and [table B] to get [specific data]?"

• "What are the most common errors in our database logs?"

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4. Understand the Codebase

Quickly locate code and repositories, and get summaries of implementation decisions.

Examples:

• "What does the function [function name] do in the [repository name] repository?"

• "Who wrote the [specific module] and when?"

• "What are the dependencies for [specific service]?"

• "Summarize the purpose of [specific repository]."

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5. Research Past Projects

Get summaries of past RFCs, initiatives, KPIs, and next steps.

Examples:

• "What were the key decisions made in the [project name] RFC?"

• "Summarize the goals and outcomes of the [initiative name] project."

• "What were the KPIs tracked for [specific feature]?"

• "What are the pending tasks for [project name]?"

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6. Find Experts in the Team

Identify team members with domain-specific knowledge for guidance on projects or issues.

Examples:

• "Who worked on the [specific feature] implementation?"

• "Who can help with debugging [specific issue]?"

• "Who has experience with [specific framework or tool]?"

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7. Troubleshoot Deployment Issues

Resolve deployment roadblocks by accessing internal documentation, runbooks, and cloud provider resources.

Examples:

• "What are the steps to deploy to [environment name]?"

• "What does the error [error code] mean in our deployment pipeline?"

• "Where can I find the runbook for [specific service]?"

• "What are the rollback procedures for [specific deployment]?"

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8. Automate Repetitive Tasks

Streamline workflows by automating common engineering tasks.

Examples:

• "Generate a boilerplate code for [specific use case]."

• "Write a script to automate [specific task]."

• "What are the steps to set up a CI/CD pipeline for [project name]?"

• "How do I configure [specific tool] for our project?"

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9. Onboard New Engineers

Help new hires ramp up quickly by providing access to documentation and key resources.

Examples:

• "What is the branching strategy for our Git repositories?"

• "Where can I find the documentation for [specific service]?"

• "What are the coding standards for our team?"

• "What are the key tools and technologies used in our projects?"

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10. Improve Code Quality

Maintain high standards of code quality by accessing best practices and conducting code reviews.

Examples:

• "What are the best practices for writing unit tests in [programming language]?"

• "How do I refactor this code to improve readability?"

• "What are common security vulnerabilities in [specific framework]?"

• "What are the guidelines for writing maintainable code?"