Flexget/Flexget
Aug 2025 – Mar 2026
5 Months active
Languages Used
PythonSQL
Technical Skills
API IntegrationBackend DevelopmentCLI DevelopmentCLI developmentCode MaintenanceCode Refactoring
paranoidi
PROFILE
Paranoidi
Marko Koivusalo contributed to the Flexget/Flexget repository by building and refining backend features focused on data reliability, performance, and maintainability. He enhanced movie metadata retrieval by integrating GraphQL APIs and HTML scraping fallbacks, improved CLI workflows, and optimized SQL queries for status reporting. Using Python and SQLAlchemy, Marko delivered robust error handling for API integrations and data parsing, addressing issues like bot protection and unexpected API responses. His work included targeted bug fixes, plugin enhancements, and codebase cleanups, resulting in more resilient data pipelines and streamlined user workflows. The depth of his contributions improved both developer velocity and end-user experience.
Overall Statistics
Feature vs Bugs
73%Features
Repository Contributions
13Total
Bugs
3
Commits
13
Features
8
Lines of code
2,057
Activity Months5
Your Network
12 peopleWork History
March 2026
2 Commits • 1 Features
Mar 1, 2026Month: 2026-03 — Flexget/Flexget monthly summary Key features delivered: - Movie Data Retrieval Enhancements: consolidated UX and data retrieval improvements. TMDB lookups now default to English for backward compatibility; CLI lookup flows improved when IMDb or TMDB plugins are unavailable. - IMDb data scraping upgraded to GraphQL API with an HTML scraping fallback; enhanced error handling and logging for reliability. Major bugs fixed: - TMDB fallback lookup compatibility for movie-list with default language en. - IMDb data scraping fixes to improve reliability. Overall impact and accomplishments: - Increased data accuracy and lookup reliability for movie metadata, reducing user friction and support issues. - Improved CLI UX and observability, enabling quicker issue diagnosis and maintenance. - Backward-compatible changes minimize disruption to existing users while enabling richer data sources. Technologies/skills demonstrated: - GraphQL API integration for IMDb data, HTML scraping fallback, improved error handling and logging, CLI UX improvements, and backward-compatibility considerations. Commits linked: - d09f934f2ce3a80b04e6b264bd91b202f3aa3c5c (fix: movie-list TMDB fallback lookup compatibility; default language en; fix movie_list CLI lookup flow when imdb or tmdb lookup plugins are missing) - 9ec1a8d591b72bffb24f33727217b0caed1702e2 (fix: imdb data scraping)
2 Commits • 1 Features
Mar 1, 2026Month: 2026-03 — Flexget/Flexget monthly summary Key features delivered: - Movie Data Retrieval Enhancements: consolidated UX and data retrieval improvements. TMDB lookups now default to English for backward compatibility; CLI lookup flows improved when IMDb or TMDB plugins are unavailable. - IMDb data scraping upgraded to GraphQL API with an HTML scraping fallback; enhanced error handling and logging for reliability. Major bugs fixed: - TMDB fallback lookup compatibility for movie-list with default language en. - IMDb data scraping fixes to improve reliability. Overall impact and accomplishments: - Increased data accuracy and lookup reliability for movie metadata, reducing user friction and support issues. - Improved CLI UX and observability, enabling quicker issue diagnosis and maintenance. - Backward-compatible changes minimize disruption to existing users while enabling richer data sources. Technologies/skills demonstrated: - GraphQL API integration for IMDb data, HTML scraping fallback, improved error handling and logging, CLI UX improvements, and backward-compatibility considerations. Commits linked: - d09f934f2ce3a80b04e6b264bd91b202f3aa3c5c (fix: movie-list TMDB fallback lookup compatibility; default language en; fix movie_list CLI lookup flow when imdb or tmdb lookup plugins are missing) - 9ec1a8d591b72bffb24f33727217b0caed1702e2 (fix: imdb data scraping)
March 2026
February 2026
1 Commits
Feb 1, 2026February 2026 monthly summary for Flexget/Flexget: Strengthened IMDB data ingestion by adding robust error handling for bot protection scenarios and parsing errors, with resilience to format changes. Delivered a targeted fix to gracefully recover from parsing failures, reducing downtime and manual intervention. This improves data reliability for downstream workflows and analytics, enabling more stable media recommendations and decisions.
February 2026
1 Commits
Feb 1, 2026February 2026 monthly summary for Flexget/Flexget: Strengthened IMDB data ingestion by adding robust error handling for bot protection scenarios and parsing errors, with resilience to format changes. Delivered a targeted fix to gracefully recover from parsing failures, reducing downtime and manual intervention. This improves data reliability for downstream workflows and analytics, enabling more stable media recommendations and decisions.
December 2025
2 Commits • 1 Features
Dec 1, 2025December 2025 focused on reliability, observability, and user workflow enhancements in the Flexget/Flexget project. Delivered two high-impact changes that improve stability of API integrations and empower users to manage task history more efficiently, aligning with goals of robust API handling and flexible task lifecycle control.
2 Commits • 1 Features
Dec 1, 2025December 2025 focused on reliability, observability, and user workflow enhancements in the Flexget/Flexget project. Delivered two high-impact changes that improve stability of API integrations and empower users to manage task history more efficiently, aligning with goals of robust API handling and flexible task lifecycle control.
December 2025
September 2025
1 Commits
Sep 1, 2025September 2025: Targeted bug fix to improve correctness and usability of the Manipulate plugin's configuration handling. Implemented validation bug fix by removing an unnecessary constraint on the 'erase' field and correcting a comment typo. The change was reviewed and committed as 'Review fixes' (commit 19676b088aea21bbb411be72fb77016f5a267de3).
September 2025
1 Commits
Sep 1, 2025September 2025: Targeted bug fix to improve correctness and usability of the Manipulate plugin's configuration handling. Implemented validation bug fix by removing an unnecessary constraint on the 'erase' field and correcting a comment typo. The change was reviewed and committed as 'Review fixes' (commit 19676b088aea21bbb411be72fb77016f5a267de3).
August 2025
7 Commits • 6 Features
Aug 1, 2025August 2025 monthly summary for Flexget/Flexget focused on delivering measurable performance gains, robust data processing, and reduced technical debt across core plugins. Key outcomes include SQL-level performance improvements for the Status CLI, data lifecycle cleanup to control archive growth, and enhanced parsing robustness for IMDb watchlists. UI/UX refinements and maintenance work further improve reliability and developer velocity, while targeted cleanups reduce surface area for future issues.
7 Commits • 6 Features
Aug 1, 2025August 2025 monthly summary for Flexget/Flexget focused on delivering measurable performance gains, robust data processing, and reduced technical debt across core plugins. Key outcomes include SQL-level performance improvements for the Status CLI, data lifecycle cleanup to control archive growth, and enhanced parsing robustness for IMDb watchlists. UI/UX refinements and maintenance work further improve reliability and developer velocity, while targeted cleanups reduce surface area for future issues.
August 2025
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Quality Metrics
Correctness88.4%
Maintainability84.6%
Architecture78.4%
Performance80.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
PythonSQL
Technical Skills
API IntegrationAPI integrationBackend DevelopmentCLI DevelopmentCLI developmentCode MaintenanceCode RefactoringConfiguration ManagementData ManipulationData ParsingData presentationDatabase ManagementDatabase OptimizationDatabase Query OptimizationDatabase interaction
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