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Matt Rakow

Developer

Matt Rakow

chumpchief@users.noreply.github.com

78 commits~17 files/commit

Performance

YoY:+4333%
2026Previous year

Insights

Key patterns and highlights from this developer's activity.

Peak MonthMar'26292 performance
Growth Trend↓60%vs prior period
Avg Files/Commit17files per commit
Active Days65of 455 days
Top RepoFluidFramework78 commits

Effort Over Time

Breakdown of growth, maintenance, and fixes effort over time.

Bug Behavior

Beta

Bugs introduced vs. fixed over time.

Investment Quality

Beta

Reclassifies engineering effort based on bug attribution. Commits that introduced bugs are retrospectively counted as poor investments.

21%Productive TimeGrowth 86% + Fixes 14%
74%Maintenance Time
5%Wasted Time
How it works

Methodology

Investment Quality reclassifies engineering effort based on bug attribution data. Commits identified as buggy origins (those that introduced bugs later fixed by someone) have their grow and maintenance time moved into the Wasted Time category. Their waste (fix commits) remains counted as productive. All other commits retain their standard classification: grow is productive, maintenance is maintenance, and waste (fixes) is productive.

Relationship to Growth / Maintenance / Fixes

The standard model classifies commits as Growth, Maintenance, or Fixes. Investment Quality adds a quality lens: a commit that introduced a bug is retrospectively counted as a poor investment — the engineering time spent on it was wasted because it ultimately required additional fix work. Fix commits (Fixes in the standard model) are reframed as productive, because fixing bugs is valuable work.

Proposed API Endpoint

Currently computed client-side from commit and bug attribution data. Ideal server-side endpoint:

POST /v1/organizations/{orgId}/investment-quality
Content-Type: application/json

Request:
{
  "startTime": "2025-01-01T00:00:00Z",
  "endTime": "2025-12-31T23:59:59Z",
  "bucketSize": "BUCKET_SIZE_MONTH",
  "groupBy": ["repository_id" | "deliverer_email"]
}

Response:
{
  "productivePct": 74,
  "maintenancePct": 18,
  "wastedPct": 8,
  "buckets": [
    {
      "bucketStart": "2025-01-01T00:00:00Z",
      "productive": 4.2,
      "maintenance": 1.8,
      "wasted": 0.6
    }
  ]
}

Recent Activity

Latest analyzed commits from this developer.

HashMessageDateFilesEffort
0f0fcceThis commit performs a **code style refactoring** within the **`driver-base`** package, specifically affecting `documentDeltaConnection.ts`. It **moves type imports** such as `ISentSignalMessage` and `IFluidErrorBase` from inline `type` specifiers within value import statements to dedicated `import type` declarations. This **linting chore** improves code clarity and adheres to modern TypeScript best practices for type-only imports, with **no functional impact** on the driver's behavior. The change enhances maintainability and consistency across the codebase by separating type and value imports.Mar 301maint
382aac4This commit **refactors** the **`@fluidframework/routerlicious-driver`** by **removing the `cross-fetch` dependency**, streamlining its production footprint and relying on native `fetch` capabilities. Concurrently, the test suite for `restWrapper.spec.ts` was **refactored** to replace `nock` with `sinon` stubs for `globalThis.fetch`, and a **bug fix** was applied to the `replyWithThrottling` test helper. Additionally, the Jest configuration for **`@fluid-example/app-insights-logger`** was updated to expose Node's native `fetch` globals, ensuring compatibility with `jsdom`'s lack of native `fetch` support. This change improves the driver's efficiency and enhances the robustness of its testing infrastructure.Mar 275maint
238b4c2This commit performs a **dependency cleanup** within the **`@fluidframework/odsp-doclib-utils`** package. It **removes the `isomorphic-fetch` production dependency** and its corresponding `@types/isomorphic-fetch` development dependency. This **refactoring** streamlines the package's dependencies, potentially reducing its footprint and removing an unneeded external library. The change is a **maintenance** effort to optimize the project's dependency graph.Mar 274–
d174cf3chore: move misplaced @types/ packages from dependencies to devDependencies (#26831)Mar 2514–
f20e8c6Update packages that dependabot is failing to update (#26823)Mar 245–
a540b4cThis commit performs a **repository-wide update** of the `socket.io` and `engine.io` **dependencies** to their latest stable versions. This **maintenance** task ensures that the project benefits from upstream bug fixes, performance improvements, and security enhancements provided by these critical real-time communication libraries. The update affects all modules and features that rely on `socket.io` for client-server communication, enhancing overall system stability and compatibility.Mar 2416–
ee03cb2Docs dependency updates (#26813)Mar 231–
96b0702This commit **refactors** the codebase to adopt **React's new JSX transform**, representing a significant **internal code modernization** effort. It involves updating numerous files to use **specific named imports** for React hooks, types, and components (e.g., `useState`, `PropsWithChildren`, `ReactElement`) instead of a default `React` import. This widespread change impacts components across the **documentation site**, core **React framework utilities** within `packages/framework/react/`, and a substantial portion of the **DevTools UI components** and their associated test files. The update improves **code maintainability** and ensures compatibility with modern React development practices, with an updated API report for `react.alpha.api.md` reflecting these type reference changes. This change does not introduce new features but rather aligns the project with current React best practices.Mar 4187maint
0d43253Update container-views example to match external-views infrastructure (#26613)Mar 329–
8e9e9abThis commit **adjusts the installation process** within the **performance benchmarks pipeline** by changing the `buildDirectory` parameter to use a relative path. This **configuration update** improves the pipeline's robustness and portability across different build environments, ensuring consistent dependency installation. Specifically, the `include-test-perf-benchmarks.yml` template is modified to correctly interpret the build directory during performance benchmark execution.Feb 261maint
25b0c3fThis commit provides a **fix** for the **real service stress test pipeline** by addressing path resolution issues within its configuration. It updates various path definitions and working directories in the `tools/pipelines/templates/include-test-real-service.yml` template. By prepending `$(Pipeline.Workspace)/` to these paths, the change ensures that the pipeline correctly locates necessary files and directories during execution. This **maintenance** work is crucial for the reliable and accurate operation of the stress tests, preventing failures caused by incorrect file references.Feb 261waste
266b239This commit **fixes** a configuration issue within the **telemetry upload pipeline** by correcting the `buildDirectory` parameter for the `pnpm install` template. Specifically, it removes a redundant `Pipeline.Workspace` prefix from the parameter in `tools/pipelines/templates/upload-telemetry/include-stage-upload-telemetry.yml`. This **bug fix** ensures that dependency installation executes correctly during telemetry uploads, preventing potential failures in the **CI/CD pipeline**.Feb 261waste
bec9880This commit **fixes issues** where explicit source directory configurations were causing breaks within the **CI/CD pipelines**. It standardizes path references in the **website deployment pipeline** by updating `tools/pipelines/deploy-website.yml` to consistently use a standardized source directory path. Furthermore, it ensures build directory paths are absolute in `tools/pipelines/templates/include-generate-notice-steps.yml` and correctly adjusts the `buildDirectory` parameter for `pnpm` installations in `tools/pipelines/templates/include-publish-npm-package-deployment.yml`. This **bug fix** and **maintenance** work ensures the reliability of **website deployments** and **npm package publishing**.Feb 253waste
3f1fa10This commit performs a significant **refactoring** of the **Azure DevOps pipeline configurations** to explicitly specify source directories. It introduces and consistently applies new variables like `FluidFrameworkDirectory`, `FFPipelineHostDirectory`, and `consistentSourcesDirectory` across numerous build, test, and deployment pipelines located in `tools/pipelines/`. This **maintenance** effort standardizes path resolution for checkouts, working directories, and Docker build contexts, thereby improving the **reliability and consistency** of all automated pipeline processes.Feb 2542maint
4add8dfThis commit performs a **dependency update**, upgrading `rimraf` and `concurrently` to their latest versions across the project. It includes a minor **refactoring** within the **`gitrest-base` package's test utilities** to accommodate the updated `rimraf` dependency. Specifically, the usage of `rimraf` in `server/gitrest/packages/gitrest-base/src/test/utils.ts` is modified to utilize its new promise-based API. This **maintenance** task ensures compatibility with modern dependency versions and improves test code robustness without affecting production functionality.Feb 19217maint
0f8dd82This commit performs a **maintenance upgrade** by updating the **build tools to version 0.63** for the `common-utils` and `protocol-definitions` packages. This upgrade primarily impacts the **API report generation** within the `protocol-definitions` module. As a result, type definitions for properties like `blobs` and `trees` in `ISnapshotTree` and `tree` in `ISummaryTree` are now consistently represented using the `Record<string, T>` syntax in the generated API reports. This **stylistic standardization** ensures compatibility with the updated build environment and improves clarity in the public and legacy API definitions.Feb 189maint
d2cedb4Update build-tools to 0.63 for server and tools (#26467)Feb 1847–
c9f0755This commit **removes** the `Test Stability` CI/CD pipeline from the project's build infrastructure. This action streamlines the **continuous integration process** by eliminating an obsolete or no longer needed testing workflow. As a **maintenance task**, this change reduces CI overhead and simplifies the overall pipeline configuration. The removal ensures that resources are no longer allocated to running these specific stability tests.Feb 104–
0905a4cThis commit performs a **maintenance chore** by **refactoring** the Azure DevOps (ADO) pipeline template `tools/pipelines/templates/build-docker-service.yml`. It **removes two unused parameters**, `buildToolsVersionToInstall` and `containerRegistry`, from the **Docker service build pipeline** definition. This cleanup **simplifies the pipeline configuration** by eliminating dead code, thereby improving its readability and maintainability without affecting the actual build process or its outcomes.Feb 69maint
6970756This commit **refactors the build pipeline configuration** for client-side npm packages, specifically targeting the `build-npm-client-package.yml` template. It **removes unused parameters** like `preCG` and `additionalBuildSteps`, and **inlines devtools build steps** directly into the template, effectively flattening `additionalBuildArguments`. This **maintenance and cleanup** effort streamlines the build process, making the **pipeline definition clearer and more maintainable** within the `tools/pipelines/templates` subsystem.Jan 283maint
0f0fcceMar 30

This commit performs a **code style refactoring** within the **`driver-base`** package, specifically affecting `documentDeltaConnection.ts`. It **moves type imports** such as `ISentSignalMessage` and `IFluidErrorBase` from inline `type` specifiers within value import statements to dedicated `import type` declarations. This **linting chore** improves code clarity and adheres to modern TypeScript best practices for type-only imports, with **no functional impact** on the driver's behavior. The change enhances maintainability and consistency across the codebase by separating type and value imports.

1 filesmaint
382aac4Mar 27

This commit **refactors** the **`@fluidframework/routerlicious-driver`** by **removing the `cross-fetch` dependency**, streamlining its production footprint and relying on native `fetch` capabilities. Concurrently, the test suite for `restWrapper.spec.ts` was **refactored** to replace `nock` with `sinon` stubs for `globalThis.fetch`, and a **bug fix** was applied to the `replyWithThrottling` test helper. Additionally, the Jest configuration for **`@fluid-example/app-insights-logger`** was updated to expose Node's native `fetch` globals, ensuring compatibility with `jsdom`'s lack of native `fetch` support. This change improves the driver's efficiency and enhances the robustness of its testing infrastructure.

5 filesmaint
238b4c2Mar 27

This commit performs a **dependency cleanup** within the **`@fluidframework/odsp-doclib-utils`** package. It **removes the `isomorphic-fetch` production dependency** and its corresponding `@types/isomorphic-fetch` development dependency. This **refactoring** streamlines the package's dependencies, potentially reducing its footprint and removing an unneeded external library. The change is a **maintenance** effort to optimize the project's dependency graph.

4 files–
d174cf3Mar 25

chore: move misplaced @types/ packages from dependencies to devDependencies (#26831)

14 files–
f20e8c6Mar 24

Update packages that dependabot is failing to update (#26823)

5 files–
a540b4cMar 24

This commit performs a **repository-wide update** of the `socket.io` and `engine.io` **dependencies** to their latest stable versions. This **maintenance** task ensures that the project benefits from upstream bug fixes, performance improvements, and security enhancements provided by these critical real-time communication libraries. The update affects all modules and features that rely on `socket.io` for client-server communication, enhancing overall system stability and compatibility.

16 files–
ee03cb2Mar 23

Docs dependency updates (#26813)

1 files–
96b0702Mar 4

This commit **refactors** the codebase to adopt **React's new JSX transform**, representing a significant **internal code modernization** effort. It involves updating numerous files to use **specific named imports** for React hooks, types, and components (e.g., `useState`, `PropsWithChildren`, `ReactElement`) instead of a default `React` import. This widespread change impacts components across the **documentation site**, core **React framework utilities** within `packages/framework/react/`, and a substantial portion of the **DevTools UI components** and their associated test files. The update improves **code maintainability** and ensures compatibility with modern React development practices, with an updated API report for `react.alpha.api.md` reflecting these type reference changes. This change does not introduce new features but rather aligns the project with current React best practices.

187 filesmaint
0d43253Mar 3

Update container-views example to match external-views infrastructure (#26613)

29 files–
8e9e9abFeb 26

This commit **adjusts the installation process** within the **performance benchmarks pipeline** by changing the `buildDirectory` parameter to use a relative path. This **configuration update** improves the pipeline's robustness and portability across different build environments, ensuring consistent dependency installation. Specifically, the `include-test-perf-benchmarks.yml` template is modified to correctly interpret the build directory during performance benchmark execution.

1 filesmaint
25b0c3fFeb 26

This commit provides a **fix** for the **real service stress test pipeline** by addressing path resolution issues within its configuration. It updates various path definitions and working directories in the `tools/pipelines/templates/include-test-real-service.yml` template. By prepending `$(Pipeline.Workspace)/` to these paths, the change ensures that the pipeline correctly locates necessary files and directories during execution. This **maintenance** work is crucial for the reliable and accurate operation of the stress tests, preventing failures caused by incorrect file references.

1 fileswaste
266b239Feb 26

This commit **fixes** a configuration issue within the **telemetry upload pipeline** by correcting the `buildDirectory` parameter for the `pnpm install` template. Specifically, it removes a redundant `Pipeline.Workspace` prefix from the parameter in `tools/pipelines/templates/upload-telemetry/include-stage-upload-telemetry.yml`. This **bug fix** ensures that dependency installation executes correctly during telemetry uploads, preventing potential failures in the **CI/CD pipeline**.

1 fileswaste
bec9880Feb 25

This commit **fixes issues** where explicit source directory configurations were causing breaks within the **CI/CD pipelines**. It standardizes path references in the **website deployment pipeline** by updating `tools/pipelines/deploy-website.yml` to consistently use a standardized source directory path. Furthermore, it ensures build directory paths are absolute in `tools/pipelines/templates/include-generate-notice-steps.yml` and correctly adjusts the `buildDirectory` parameter for `pnpm` installations in `tools/pipelines/templates/include-publish-npm-package-deployment.yml`. This **bug fix** and **maintenance** work ensures the reliability of **website deployments** and **npm package publishing**.

3 fileswaste
3f1fa10Feb 25

This commit performs a significant **refactoring** of the **Azure DevOps pipeline configurations** to explicitly specify source directories. It introduces and consistently applies new variables like `FluidFrameworkDirectory`, `FFPipelineHostDirectory`, and `consistentSourcesDirectory` across numerous build, test, and deployment pipelines located in `tools/pipelines/`. This **maintenance** effort standardizes path resolution for checkouts, working directories, and Docker build contexts, thereby improving the **reliability and consistency** of all automated pipeline processes.

42 filesmaint
4add8dfFeb 19

This commit performs a **dependency update**, upgrading `rimraf` and `concurrently` to their latest versions across the project. It includes a minor **refactoring** within the **`gitrest-base` package's test utilities** to accommodate the updated `rimraf` dependency. Specifically, the usage of `rimraf` in `server/gitrest/packages/gitrest-base/src/test/utils.ts` is modified to utilize its new promise-based API. This **maintenance** task ensures compatibility with modern dependency versions and improves test code robustness without affecting production functionality.

217 filesmaint
0f8dd82Feb 18

This commit performs a **maintenance upgrade** by updating the **build tools to version 0.63** for the `common-utils` and `protocol-definitions` packages. This upgrade primarily impacts the **API report generation** within the `protocol-definitions` module. As a result, type definitions for properties like `blobs` and `trees` in `ISnapshotTree` and `tree` in `ISummaryTree` are now consistently represented using the `Record<string, T>` syntax in the generated API reports. This **stylistic standardization** ensures compatibility with the updated build environment and improves clarity in the public and legacy API definitions.

9 filesmaint
d2cedb4Feb 18

Update build-tools to 0.63 for server and tools (#26467)

47 files–
c9f0755Feb 10

This commit **removes** the `Test Stability` CI/CD pipeline from the project's build infrastructure. This action streamlines the **continuous integration process** by eliminating an obsolete or no longer needed testing workflow. As a **maintenance task**, this change reduces CI overhead and simplifies the overall pipeline configuration. The removal ensures that resources are no longer allocated to running these specific stability tests.

4 files–
0905a4cFeb 6

This commit performs a **maintenance chore** by **refactoring** the Azure DevOps (ADO) pipeline template `tools/pipelines/templates/build-docker-service.yml`. It **removes two unused parameters**, `buildToolsVersionToInstall` and `containerRegistry`, from the **Docker service build pipeline** definition. This cleanup **simplifies the pipeline configuration** by eliminating dead code, thereby improving its readability and maintainability without affecting the actual build process or its outcomes.

9 filesmaint
6970756Jan 28

This commit **refactors the build pipeline configuration** for client-side npm packages, specifically targeting the `build-npm-client-package.yml` template. It **removes unused parameters** like `preCG` and `additionalBuildSteps`, and **inlines devtools build steps** directly into the template, effectively flattening `additionalBuildArguments`. This **maintenance and cleanup** effort streamlines the build process, making the **pipeline definition clearer and more maintainable** within the `tools/pipelines/templates` subsystem.

3 filesmaint

Work Patterns

Beta

Commit activity distribution by hour and day of week. Shows when this developer is most active.

Collaboration

Beta

Developers who frequently work on the same files and symbols. Higher score means stronger code collaboration.

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