ridgesai/ridges
Sep 2025 – Oct 2025
2 Months active
Languages Used
PythonJSONMarkdownSQLShell
Technical Skills
DockerPythonRefactoringSWE-benchTestingAI Integration
Stephen Guo
PROFILE
Stephen Guo
Stephen contributed to the ridgesai/ridges repository by building and refining backend systems focused on reliability, performance, and developer experience. He implemented a sandbox-based testing infrastructure using Docker and Python, replacing local test setups to ensure reproducible, isolated execution. Stephen modernized API endpoints with FastAPI decorators, improved CLI workflows, and introduced in-memory caching for agent and network statistics. His work addressed concurrency and race conditions, optimized database queries with SQL and SQLAlchemy, and streamlined deployment through build configuration and code cleanup. These efforts enhanced test automation, data consistency, and operational efficiency, demonstrating depth in backend development and system integration.
Overall Statistics
Feature vs Bugs
62%Features
Repository Contributions
39Total
Bugs
10
Commits
39
Features
16
Lines of code
9,476
Activity Months2
Your Network
22 peopleSame Organization
@ridges.ai2
Work History
October 2025
38 Commits • 15 Features
Oct 1, 2025October 2025: Focused on reliability, performance, and API excellence. Delivered features improving data consistency, evaluation throughput, and developer experience. Fixed critical bugs affecting validator subsystems, timeouts, and migrations, and strengthened deployment hygiene with tooling restoration.
38 Commits • 15 Features
Oct 1, 2025October 2025: Focused on reliability, performance, and API excellence. Delivered features improving data consistency, evaluation throughput, and developer experience. Fixed critical bugs affecting validator subsystems, timeouts, and migrations, and strengthened deployment hygiene with tooling restoration.
October 2025
September 2025
1 Commits • 1 Features
Sep 1, 2025Month: 2025-09 — Focused on strengthening test automation and reliability for ridges. Key delivery: Implemented a sandbox-based testing infrastructure with Docker integration via SandboxManager, replacing the previous local test setup. This change standardizes isolated execution, improves reproducibility, and aligns problem suite loading/execution with SWE-bench verification. Commits include f5e7c6c198c6885ba829a40c17a9e00f068a8684: 'Fix and refactor test_agent to use sandbox'.
September 2025
1 Commits • 1 Features
Sep 1, 2025Month: 2025-09 — Focused on strengthening test automation and reliability for ridges. Key delivery: Implemented a sandbox-based testing infrastructure with Docker integration via SandboxManager, replacing the previous local test setup. This change standardizes isolated execution, improves reproducibility, and aligns problem suite loading/execution with SWE-bench verification. Commits include f5e7c6c198c6885ba829a40c17a9e00f068a8684: 'Fix and refactor test_agent to use sandbox'.
Activity
Loading activity data...
Quality Metrics
Correctness86.6%
Maintainability85.4%
Architecture83.0%
Performance81.4%
AI Usage22.2%
Skills & Technologies
Programming Languages
JSONMarkdownPythonSQLShell
Technical Skills
AI IntegrationAPI DevelopmentAPI IntegrationAPI integrationAsynchronous ProgrammingBackend DevelopmentBuild ConfigurationBuild System ConfigurationCLI DevelopmentCLI developmentCachingCloud Storage (S3)Code CleanupCode RefactoringConcurrency Control
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline