feldera/feldera
Oct 2024 – Feb 2026
17 Months active
Languages Used
DockerfilePythonRustTOMLYAMLJavaScriptMarkdownSQL
Technical Skills
Backend DevelopmentCI/CDData SerializationDevOpsDockerGitHub Actions
Gerd Zellweger
PROFILE
Gerd Zellweger
Gerd Zellweger led core engineering efforts on the feldera/feldera repository, building scalable data processing and automation features for real-time analytics. He architected modular APIs, robust CI/CD pipelines, and storage subsystems using Rust and Python, focusing on reliability, performance, and developer experience. His work included implementing cross-platform testing, AI-assisted code review, and advanced data serialization, while optimizing release automation and observability. By introducing features like workspace-based publishing, runtime version safety, and benchmarking dashboards, Gerd improved deployment speed and data integrity. His technical depth is reflected in dense storage formats, macro-driven code generation, and resilient backend infrastructure across cloud environments.
Overall Statistics
Feature vs Bugs
74%Features
Repository Contributions
302Total
Bugs
44
Commits
302
Features
126
Lines of code
97,074
Activity Months17
Your Network
28 peopleShared Repositories
28
Anand RamanMember
Anand RamanMember
Aru SahniMember
Ben PfaffMember
Ben PfaffMember
Karakatiza666Member
JensenMember
feldera-ciMember
Emmanuel FerdmanMember
Work History
February 2026
17 Commits • 4 Features
Feb 1, 2026February 2026 performance highlights: Delivered Claude-powered AI-assisted code review workflow to improve code quality and feedback turnaround; upgraded CI to ARM64 with improved logging readability; deprecated legacy storage v4 and prevented reading < v5 to strengthen data integrity; launched benchmarking dashboard and tooling for expanded performance visibility; added runtime version safety checks to prevent executing wrong binaries and resolve version paths reliably. These changes reduce risk, accelerate delivery, and enable data-driven performance insights.
17 Commits • 4 Features
Feb 1, 2026February 2026 performance highlights: Delivered Claude-powered AI-assisted code review workflow to improve code quality and feedback turnaround; upgraded CI to ARM64 with improved logging readability; deprecated legacy storage v4 and prevented reading < v5 to strengthen data integrity; launched benchmarking dashboard and tooling for expanded performance visibility; added runtime version safety checks to prevent executing wrong binaries and resolve version paths reliably. These changes reduce risk, accelerate delivery, and enable data-driven performance insights.
February 2026
January 2026
9 Commits • 3 Features
Jan 1, 2026January 2026 (2026-01) monthly summary for feldera/feldera. Focused on storage subsystem enhancements, release stability, and process improvements. Implemented a new tuple storage format with Option elision, dense/sparse representations, and standard encoding; added extensive tests and compatibility checks; improved release reliability by fixing binary generation type handling, resolving publishing circular dependencies, and removing unused benchmarking code; expanded testing and documentation with additional storage-format tests, compatibility checks for batch formats, and updated PR templates to clarify incompatible changes. Overall, these efforts deliver better storage efficiency, more reliable releases, and clearer development workflows.
January 2026
9 Commits • 3 Features
Jan 1, 2026January 2026 (2026-01) monthly summary for feldera/feldera. Focused on storage subsystem enhancements, release stability, and process improvements. Implemented a new tuple storage format with Option elision, dense/sparse representations, and standard encoding; added extensive tests and compatibility checks; improved release reliability by fixing binary generation type handling, resolving publishing circular dependencies, and removing unused benchmarking code; expanded testing and documentation with additional storage-format tests, compatibility checks for batch formats, and updated PR templates to clarify incompatible changes. Overall, these efforts deliver better storage efficiency, more reliable releases, and clearer development workflows.
December 2025
5 Commits • 3 Features
Dec 1, 2025December 2025 (2025-12) monthly summary for feldera/feldera highlighting key outcomes from the release cycle. Key features delivered: - CLI Unbundle Support Bundles: Added an 'unbundle' command to the CLI to process support bundles and recreate pipelines from zipped configurations. Commits: f2e226e132791894a3f8da07e3773a6f9fc24da2. - Release Automation: Workspace-based Publishing: Simplified Rust crate release workflow by adopting workspace publishing, removing the need to manually list and order crates for release. Commit: bbd52ce653770759c4520d677e5d27d9348ce4ff. - Internal Data Model and Macro-based Improvements: Introduced procedural macros for generating Tup types and an IsNone trait to optimize null handling; memory/storage optimizations for ArchivedTup using a bitmap for None values and dynamically sized value lists. Commits: 470c22d5d44ab0dbc8db7a877c7432089014c20a; 3a39a156c4b9ce19a5aee2636d407a32be2445a4. Major bugs fixed: - Rust Crate Build Compatibility Fix: Fixed crate build process by adding features to the chrono dependency to ensure compatibility without workspace features, and removed an unused README file. Commit: f722e68b8c56c3c6bc4aa9d8c2d91670ed464c95. Overall impact and accomplishments: - Reduced operational friction for end users by enabling bundle-based pipeline recreation via CLI, accelerating issue reproduction and deployment workflows. - Streamlined release process with workspace publishing, decreasing release preparation time and risk of misordering crates. - Improved runtime efficiency and backward compatibility through macro-based data modeling and memory optimizations, delivering faster deserialization and reduced memory footprint. Technologies/skills demonstrated: - Rust, Cargo workspace publishing, procedural macros, macro-based code generation, performance-oriented data structures (bitmap storage for None values, dynamically sized value lists), and CI-oriented release automation.
5 Commits • 3 Features
Dec 1, 2025December 2025 (2025-12) monthly summary for feldera/feldera highlighting key outcomes from the release cycle. Key features delivered: - CLI Unbundle Support Bundles: Added an 'unbundle' command to the CLI to process support bundles and recreate pipelines from zipped configurations. Commits: f2e226e132791894a3f8da07e3773a6f9fc24da2. - Release Automation: Workspace-based Publishing: Simplified Rust crate release workflow by adopting workspace publishing, removing the need to manually list and order crates for release. Commit: bbd52ce653770759c4520d677e5d27d9348ce4ff. - Internal Data Model and Macro-based Improvements: Introduced procedural macros for generating Tup types and an IsNone trait to optimize null handling; memory/storage optimizations for ArchivedTup using a bitmap for None values and dynamically sized value lists. Commits: 470c22d5d44ab0dbc8db7a877c7432089014c20a; 3a39a156c4b9ce19a5aee2636d407a32be2445a4. Major bugs fixed: - Rust Crate Build Compatibility Fix: Fixed crate build process by adding features to the chrono dependency to ensure compatibility without workspace features, and removed an unused README file. Commit: f722e68b8c56c3c6bc4aa9d8c2d91670ed464c95. Overall impact and accomplishments: - Reduced operational friction for end users by enabling bundle-based pipeline recreation via CLI, accelerating issue reproduction and deployment workflows. - Streamlined release process with workspace publishing, decreasing release preparation time and risk of misordering crates. - Improved runtime efficiency and backward compatibility through macro-based data modeling and memory optimizations, delivering faster deserialization and reduced memory footprint. Technologies/skills demonstrated: - Rust, Cargo workspace publishing, procedural macros, macro-based code generation, performance-oriented data structures (bitmap storage for None values, dynamically sized value lists), and CI-oriented release automation.
December 2025
November 2025
18 Commits • 5 Features
Nov 1, 2025November 2025 focused on stabilizing multi-package delivery, improving observability, and hardening API resilience for feldera/feldera. Delivered scalable CI/CD and release processes for Rust crates and Python packages, integrated Sentry and unified logging, strengthened HTTP retry logic, and optimized packaging/builds. These changes lowered release failures, reduced deployment times, and improved developer productivity, while showcasing cross-language engineering and platform reliability.
November 2025
18 Commits • 5 Features
Nov 1, 2025November 2025 focused on stabilizing multi-package delivery, improving observability, and hardening API resilience for feldera/feldera. Delivered scalable CI/CD and release processes for Rust crates and Python packages, integrated Sentry and unified logging, strengthened HTTP retry logic, and optimized packaging/builds. These changes lowered release failures, reduced deployment times, and improved developer productivity, while showcasing cross-language engineering and platform reliability.
October 2025
1 Commits
Oct 1, 2025October 2025 (2025-10) - Focused on stabilizing the CI integration tests for feldera/feldera by fixing TLS certificate path resolution. This change ensures the TLS certificate is accessible across environments during integration tests, reducing environment-specific failures and increasing release confidence. Key features delivered: - CI/test-harness reliability improvements enabling TLS certificate resolution across environments. Major bugs fixed: - TLS certificate path resolution bug in test-integration-platform.yml (commit 8b1b86630533d99e089c189f1032ead6a89e193f) changing FELDERA_HTTPS_TLS_CERT from absolute to relative. Overall impact and accomplishments: - More stable end-to-end tests, faster feedback loops, and smoother release readiness for feldera/feldera. - Improved parity between environments, reducing flaky test scenarios and deployment delays. Technologies/skills demonstrated: - CI/CD pipeline tuning, YAML-based test configuration, TLS/SSL handling in test environments, cross-environment testing strategies.
1 Commits
Oct 1, 2025October 2025 (2025-10) - Focused on stabilizing the CI integration tests for feldera/feldera by fixing TLS certificate path resolution. This change ensures the TLS certificate is accessible across environments during integration tests, reducing environment-specific failures and increasing release confidence. Key features delivered: - CI/test-harness reliability improvements enabling TLS certificate resolution across environments. Major bugs fixed: - TLS certificate path resolution bug in test-integration-platform.yml (commit 8b1b86630533d99e089c189f1032ead6a89e193f) changing FELDERA_HTTPS_TLS_CERT from absolute to relative. Overall impact and accomplishments: - More stable end-to-end tests, faster feedback loops, and smoother release readiness for feldera/feldera. - Improved parity between environments, reducing flaky test scenarios and deployment delays. Technologies/skills demonstrated: - CI/CD pipeline tuning, YAML-based test configuration, TLS/SSL handling in test environments, cross-environment testing strategies.
October 2025
September 2025
5 Commits • 3 Features
Sep 1, 2025September 2025 performance for feldera/feldera focused on modularizing cross-crate types, improving test reliability, and enhancing the Python test workflow to accelerate feedback in CI. Delivered decoupled telemetry and licensing REST types, strengthened test isolation for pipelines, and introduced parallelized test execution with an embedded SQL decorator. Upcoming work includes finalizing the cross-crate move to feldera-cloud1-client to resolve remaining circular dependencies and update manifests.
September 2025
5 Commits • 3 Features
Sep 1, 2025September 2025 performance for feldera/feldera focused on modularizing cross-crate types, improving test reliability, and enhancing the Python test workflow to accelerate feedback in CI. Delivered decoupled telemetry and licensing REST types, strengthened test isolation for pipelines, and introduced parallelized test execution with an embedded SQL decorator. Upcoming work includes finalizing the cross-crate move to feldera-cloud1-client to resolve remaining circular dependencies and update manifests.
August 2025
29 Commits • 8 Features
Aug 1, 2025August 2025 focused on FDA data workflows, reliability, and automation, delivering core features that improve data collection reliability, security, and CI readiness. Key outcomes include FDA support bundle enhancements, security/hardening, API clean-up, and CI/testing improvements, all aimed at faster value delivery and reduced production risk.
29 Commits • 8 Features
Aug 1, 2025August 2025 focused on FDA data workflows, reliability, and automation, delivering core features that improve data collection reliability, security, and CI readiness. Key outcomes include FDA support bundle enhancements, security/hardening, API clean-up, and CI/testing improvements, all aimed at faster value delivery and reduced production risk.
August 2025
July 2025
36 Commits • 12 Features
Jul 1, 2025July 2025 (Month: 2025-07) – Feldera/Feldera monthly summary Key features delivered - CI/CD Enhancements and Build Infrastructure: introduced dry-run mode and reworked Java build; migrated to Kubernetes runners; added cloud tooling for image builds; implemented release workflow dispatch to streamline releases. - Runtime configuration improvements: made runtime and worker threads configurable for Actix and Tokio, enabling runtime tuning; added enterprise manager capability around runtime-version override. - CI & Release Pipeline Enhancements: prepared for v0.108.0, switched default runners to organization runners, and added envsubst to the build container to improve environment substitution. - Python Test Frameworks & Libraries Enhancements: configurable Minio location, retry/backoff improvements for 503 errors, time-delay stop, test fixes, and API key support for the test client. - Documentation Improvements: changelog tweaks and updates, Cognito configuration docs, and general documentation housekeeping. Major bugs fixed - State consolidation bug fix: stabilized the state-consolidation pathway to improve reliability. - Python storage status naming: corrected storage status naming in Python component. - Post-release task: resolved failing post-release steps to stabilize releases. - Python runtime version argument: fixed runtime_version argument handling in Python components. Overall impact and accomplishments - Significantly improved continuous integration and delivery reliability, reducing release risk and accelerating deployment cycles. - Enabled runtime tuning at scale with configurable threads and version controls, improving performance predictability for Actix/Tokio-based workloads. - Strengthened test reliability and coverage in Python SDK and platform components, with enhanced configuration and debugging capabilities. - Up-to-date documentation and changelog hygiene supporting faster onboarding and customer-facing transparency. Technologies/skills demonstrated - Kubernetes-based CI runners, cloud tooling for image builds, and release workflow automation. - Java build rework and advanced CI pipeline optimizations. - Actix/Tokio runtime configuration and enterprise management integration. - Python SDK/platform testing frameworks, Minio configuration, retry/backoff strategies, and test client API enhancements. - Documentation tooling and changelog governance, including Cognito docs.
July 2025
36 Commits • 12 Features
Jul 1, 2025July 2025 (Month: 2025-07) – Feldera/Feldera monthly summary Key features delivered - CI/CD Enhancements and Build Infrastructure: introduced dry-run mode and reworked Java build; migrated to Kubernetes runners; added cloud tooling for image builds; implemented release workflow dispatch to streamline releases. - Runtime configuration improvements: made runtime and worker threads configurable for Actix and Tokio, enabling runtime tuning; added enterprise manager capability around runtime-version override. - CI & Release Pipeline Enhancements: prepared for v0.108.0, switched default runners to organization runners, and added envsubst to the build container to improve environment substitution. - Python Test Frameworks & Libraries Enhancements: configurable Minio location, retry/backoff improvements for 503 errors, time-delay stop, test fixes, and API key support for the test client. - Documentation Improvements: changelog tweaks and updates, Cognito configuration docs, and general documentation housekeeping. Major bugs fixed - State consolidation bug fix: stabilized the state-consolidation pathway to improve reliability. - Python storage status naming: corrected storage status naming in Python component. - Post-release task: resolved failing post-release steps to stabilize releases. - Python runtime version argument: fixed runtime_version argument handling in Python components. Overall impact and accomplishments - Significantly improved continuous integration and delivery reliability, reducing release risk and accelerating deployment cycles. - Enabled runtime tuning at scale with configurable threads and version controls, improving performance predictability for Actix/Tokio-based workloads. - Strengthened test reliability and coverage in Python SDK and platform components, with enhanced configuration and debugging capabilities. - Up-to-date documentation and changelog hygiene supporting faster onboarding and customer-facing transparency. Technologies/skills demonstrated - Kubernetes-based CI runners, cloud tooling for image builds, and release workflow automation. - Java build rework and advanced CI pipeline optimizations. - Actix/Tokio runtime configuration and enterprise management integration. - Python SDK/platform testing frameworks, Minio configuration, retry/backoff strategies, and test client API enhancements. - Documentation tooling and changelog governance, including Cognito docs.
June 2025
39 Commits • 17 Features
Jun 1, 2025June 2025 delivered a major uplift in Feldera's build, CI reliability, and platform readiness across the Feldera/Feldera project. Key outcomes include cloud-ready toolchain and Docker improvements, an expanded FDA command suite, modernized CI with ARM self-hosted runners, and targeted dependency and packaging updates that improve stability, security, and developer velocity. These changes enable faster release cycles, better performance, and stronger data/OSS alignment while laying groundwork for v0.60.0 and future milestones.
39 Commits • 17 Features
Jun 1, 2025June 2025 delivered a major uplift in Feldera's build, CI reliability, and platform readiness across the Feldera/Feldera project. Key outcomes include cloud-ready toolchain and Docker improvements, an expanded FDA command suite, modernized CI with ARM self-hosted runners, and targeted dependency and packaging updates that improve stability, security, and developer velocity. These changes enable faster release cycles, better performance, and stronger data/OSS alignment while laying groundwork for v0.60.0 and future milestones.
June 2025
May 2025
25 Commits • 14 Features
May 1, 2025Summary for 2025-05 (feldera/feldera): May 2025 focused on expanding test coverage, stabilizing test suites, securing database connections, and accelerating release readiness. The work delivered aligns with business goals of faster, safer deployments and higher confidence in product quality. Key features were shipped with a strong emphasis on CI reliability, cross-architecture support, and tooling improvements that shorten feedback loops for developers and operators. Major bugs were addressed via stability and flakiness reductions in CI/test pipelines, enabling more predictable release cadences. The month also advanced security posture and platform readiness for production, while enhancing developer experience through container tooling and packaging enhancements. Technologies demonstrated included Rust and async tooling, TLS for database connectivity, WebSocket protocols for queries, cross-arch CI, and modern dev tooling.
May 2025
25 Commits • 14 Features
May 1, 2025Summary for 2025-05 (feldera/feldera): May 2025 focused on expanding test coverage, stabilizing test suites, securing database connections, and accelerating release readiness. The work delivered aligns with business goals of faster, safer deployments and higher confidence in product quality. Key features were shipped with a strong emphasis on CI reliability, cross-architecture support, and tooling improvements that shorten feedback loops for developers and operators. Major bugs were addressed via stability and flakiness reductions in CI/test pipelines, enabling more predictable release cadences. The month also advanced security posture and platform readiness for production, while enhancing developer experience through container tooling and packaging enhancements. Technologies demonstrated included Rust and async tooling, TLS for database connectivity, WebSocket protocols for queries, cross-arch CI, and modern dev tooling.
April 2025
12 Commits • 5 Features
Apr 1, 2025April 2025 (feldera/feldera) delivered foundational stability improvements, compile-time dataflow capabilities, and modular architecture enhancements that improve business value and developer productivity. Highlights include stabilized dependency management, a compile-time dataflow API with a profiling endpoint, modular REST API and IR tooling, upgraded dev tooling and CI, and comprehensive documentation updates that clarify features and usage.
12 Commits • 5 Features
Apr 1, 2025April 2025 (feldera/feldera) delivered foundational stability improvements, compile-time dataflow capabilities, and modular architecture enhancements that improve business value and developer productivity. Highlights include stabilized dependency management, a compile-time dataflow API with a profiling endpoint, modular REST API and IR tooling, upgraded dev tooling and CI, and comprehensive documentation updates that clarify features and usage.
April 2025
March 2025
22 Commits • 15 Features
Mar 1, 2025March 2025 monthly performance summary for feldera/feldera focused on delivering a modernized CI, stable release readiness, and a robust set of maintenance and quality improvements that jointly improve developer productivity, build reliability, and deployment readiness.
March 2025
22 Commits • 15 Features
Mar 1, 2025March 2025 monthly performance summary for feldera/feldera focused on delivering a modernized CI, stable release readiness, and a robust set of maintenance and quality improvements that jointly improve developer productivity, build reliability, and deployment readiness.
February 2025
18 Commits • 8 Features
Feb 1, 2025February 2025 highlights Feldera/Feldera: delivered scalable ingestion, enhanced observability, and modular architecture, driving reliability and faster deployments. Key outcomes include a PostgreSQL Input Connector with ingestion, type mappings, and JSON serialization plus worker task orchestration and updated docs; Bloom Filter support for file batches with serialization; runtime stability improvements by separating per-thread BufferCache and refining Bloom Filter handling in multi-thread configs; DBSP merge/compaction metrics with a Python-based visualization for improved observability; SQLString serialization optimization using rkyv traits; FDA CLI statistics support; storage modularization via a dedicated feldera-storage crate; and release readiness through version bumps (0.37.0 and 0.38.0) with CI and Docker updates.
18 Commits • 8 Features
Feb 1, 2025February 2025 highlights Feldera/Feldera: delivered scalable ingestion, enhanced observability, and modular architecture, driving reliability and faster deployments. Key outcomes include a PostgreSQL Input Connector with ingestion, type mappings, and JSON serialization plus worker task orchestration and updated docs; Bloom Filter support for file batches with serialization; runtime stability improvements by separating per-thread BufferCache and refining Bloom Filter handling in multi-thread configs; DBSP merge/compaction metrics with a Python-based visualization for improved observability; SQLString serialization optimization using rkyv traits; FDA CLI statistics support; storage modularization via a dedicated feldera-storage crate; and release readiness through version bumps (0.37.0 and 0.38.0) with CI and Docker updates.
February 2025
January 2025
35 Commits • 13 Features
Jan 1, 2025January 2025 highlights across feldera/feldera: Delivered foundational developer experience improvements and performance gains, achieved substantial reliability fixes, and advanced data/format capabilities. Release cadences were aligned with Feldera v0.36.x updates and Docker compose references, while CI changes were temporarily stabilized to improve merge predictability. Overall, these efforts translate into faster onboarding, more robust deployments, and improved runtime efficiency for real-time web apps.
January 2025
35 Commits • 13 Features
Jan 1, 2025January 2025 highlights across feldera/feldera: Delivered foundational developer experience improvements and performance gains, achieved substantial reliability fixes, and advanced data/format capabilities. Release cadences were aligned with Feldera v0.36.x updates and Docker compose references, while CI changes were temporarily stabilized to improve merge predictability. Overall, these efforts translate into faster onboarding, more robust deployments, and improved runtime efficiency for real-time web apps.
December 2024
17 Commits • 8 Features
Dec 1, 2024December 2024 monthly summary for feldera/feldera: Delivered targeted features and reliability improvements to advance deployment stability, developer experience, and product quality. Key outcomes include new CLI version verification, deliberate release readiness for 0.32.0 and 0.33.0 with deployment alignment, robust API error handling, performance optimizations across HTTP paths, and a critical fix to the recompilation workflow. These efforts reduce deployment risk, improve observability, and accelerate issue resolution, while strengthening OpenAPI/docs and development tooling.
17 Commits • 8 Features
Dec 1, 2024December 2024 monthly summary for feldera/feldera: Delivered targeted features and reliability improvements to advance deployment stability, developer experience, and product quality. Key outcomes include new CLI version verification, deliberate release readiness for 0.32.0 and 0.33.0 with deployment alignment, robust API error handling, performance optimizations across HTTP paths, and a critical fix to the recompilation workflow. These efforts reduce deployment risk, improve observability, and accelerate issue resolution, while strengthening OpenAPI/docs and development tooling.
December 2024
November 2024
10 Commits • 5 Features
Nov 1, 2024November 2024 monthly summary for feldera/feldera: Focus on delivering stability, performance gains, and streamlined release automation. Business value delivered through reliable releases, memory-conscious runtime improvements, and clearer documentation and onboarding paths for developers and users.
November 2024
10 Commits • 5 Features
Nov 1, 2024November 2024 monthly summary for feldera/feldera: Focus on delivering stability, performance gains, and streamlined release automation. Business value delivered through reliable releases, memory-conscious runtime improvements, and clearer documentation and onboarding paths for developers and users.
October 2024
4 Commits • 3 Features
Oct 1, 2024October 2024 monthly summary for feldera/feldera. Focused on reliability improvements, automation, and release readiness. No critical bugs reported this month. Key deliverables included CI/CD workflow modernization with daily integration tests, API stability enhancement by emitting null values in JSON outputs to improve client schema inference, and a coordinated Release 0.29.0 upgrade across crates, Python package, and Docker deployment. These efforts increased test coverage, reduced ambiguity for API consumers, and streamlined deployment for the new version.
4 Commits • 3 Features
Oct 1, 2024October 2024 monthly summary for feldera/feldera. Focused on reliability improvements, automation, and release readiness. No critical bugs reported this month. Key deliverables included CI/CD workflow modernization with daily integration tests, API stability enhancement by emitting null values in JSON outputs to improve client schema inference, and a coordinated Release 0.29.0 upgrade across crates, Python package, and Docker deployment. These efforts increased test coverage, reduced ambiguity for API consumers, and streamlined deployment for the new version.
October 2024
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Quality Metrics
Correctness91.2%
Maintainability90.2%
Architecture88.4%
Performance85.0%
AI Usage21.4%
Skills & Technologies
Programming Languages
BashC++CSSDockerfileGoJSONJavaJavaScriptMarkdownPython
Technical Skills
AI IntegrationAPI DesignAPI DevelopmentAPI DocumentationAPI IntegrationAPI InteractionAPI developmentAPI integrationARM ArchitectureAWSAWS CognitoActix-webArrow SchemaAsynchronous ProgrammingAutomation
Repositories Contributed To
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