aignostics/python-sdk
Nov 2025 – Mar 2026
4 Months active
Languages Used
PythonMarkdown
Technical Skills
CLI developmentbackend developmenttestingAPI DevelopmentBackend DevelopmentPython
neelay-aign
PROFILE
Neelay-aign
Neelay contributed to the aignostics/python-sdk repository by delivering four features over four months, focusing on backend development, API design, and robust testing. He implemented single-file DICOM inspection, enhancing analyst workflows by distinguishing between file and directory inputs and ensuring reliable handling for both. Neelay exposed run queue positions via the API, improving transparency for users tracking processing pipelines. He also developed the central MCP Server with auto-discovery and plugin integration, supporting AI agent interaction and streamlining plugin onboarding. Throughout, he utilized Python, pytest, and dependency management, emphasizing comprehensive test coverage, clear documentation, and smooth migration paths for evolving SDK features.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
8Total
Bugs
0
Commits
8
Features
4
Lines of code
5,618
Activity Months4
Your Network
28 peopleWork History
March 2026
1 Commits • 1 Features
Mar 1, 2026Concise monthly summary for 2026-03 focusing on business value and technical achievements for the aignostics/python-sdk. The month centered on upgrading the SDK to FastMCP v3.x, validating compatibility, and refining integration points for downstream users.
1 Commits • 1 Features
Mar 1, 2026Concise monthly summary for 2026-03 focusing on business value and technical achievements for the aignostics/python-sdk. The month centered on upgrading the SDK to FastMCP v3.x, validating compatibility, and refining integration points for downstream users.
March 2026
February 2026
5 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for aignostics/python-sdk: Focused on delivering the central MCP Server with auto-discovery, plugin integration, and end-to-end testing, culminating in the 1.1.0 release. The work emphasized business value through streamlined plugin onboarding, robust test coverage, and clear documentation for migration and deprecation of MCP features. No major bugs reported this month; the emphasis was on feature delivery, reliability, and release governance.
February 2026
5 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for aignostics/python-sdk: Focused on delivering the central MCP Server with auto-discovery, plugin integration, and end-to-end testing, culminating in the 1.1.0 release. The work emphasized business value through streamlined plugin onboarding, robust test coverage, and clear documentation for migration and deprecation of MCP features. No major bugs reported this month; the emphasis was on feature delivery, reliability, and release governance.
December 2025
1 Commits • 1 Features
Dec 1, 2025Month: 2025-12. Focused on delivering a customer-visible feature in the aignostics/python-sdk and reinforcing API reliability. Key accomplishment: exposed the run queue position via the API, enabling applications to track processing order and understand queue status for multiple tasks. Implementation tied to commit cddbd1d4a5a80ac89a1c043185b4fa5ec597d1b3 with message 'feat(application): expose run queue position (#318)'. No major bugs were fixed this month. Impact: improves visibility into processing pipelines, reduces uncertainty around task ordering, and enhances decision-making for users awaiting results. Technologies/skills demonstrated: Python SDK development, API surface design, semantic/version-control hygiene, and cross-task queue visibility.
1 Commits • 1 Features
Dec 1, 2025Month: 2025-12. Focused on delivering a customer-visible feature in the aignostics/python-sdk and reinforcing API reliability. Key accomplishment: exposed the run queue position via the API, enabling applications to track processing order and understand queue status for multiple tasks. Implementation tied to commit cddbd1d4a5a80ac89a1c043185b4fa5ec597d1b3 with message 'feat(application): expose run queue position (#318)'. No major bugs were fixed this month. Impact: improves visibility into processing pipelines, reduces uncertainty around task ordering, and enhances decision-making for users awaiting results. Technologies/skills demonstrated: Python SDK development, API surface design, semantic/version-control hygiene, and cross-task queue visibility.
December 2025
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025: Focused on enhancing usability and reliability of the Python SDK DICOM inspection workflow, delivering a robust single-file input experience for analysts and strengthening test coverage to prevent regressions.
November 2025
1 Commits • 1 Features
Nov 1, 2025November 2025: Focused on enhancing usability and reliability of the Python SDK DICOM inspection workflow, delivering a robust single-file input experience for analysts and strengthening test coverage to prevent regressions.
Activity
Loading activity data...
Quality Metrics
Correctness95.0%
Maintainability85.0%
Architecture90.0%
Performance85.0%
AI Usage35.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
AI integrationAPI DevelopmentAPI developmentBackend DevelopmentCLI developmentDependency managementPythonPython developmentVersion controlbackend developmentdependency managementdocumentationmockingplugin architecturepytest
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline