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Joshua Liebow-Feeser

Developer

Joshua Liebow-Feeser

joshlf@users.noreply.github.com

170 commits~25 files/commit

Performance

YoY:+220%
2026Previous year

Insights

Key patterns and highlights from this developer's activity.

Peak MonthJan'26761 performance
Growth Trend↑79%vs prior period
Avg Files/Commit25files per commit
Active Days74of 455 days
Top Repozerocopy170 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.

29%Productive TimeGrowth 87% + Fixes 13%
68%Maintenance Time
2%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
c871facThis commit **optimizes CI performance** by **skipping `u128` and `i128` types** within the `test_ptr_try_cast_into_soundness` Miri test located in `src/pointer/ptr.rs`. These specific test cases were identified as the primary cause of long execution times in the merge queue, often leading to idle CI cores and significant delays. This **maintenance improvement** substantially **reduces Miri test duration**, saving approximately 7 minutes per CI run, thereby enhancing overall developer experience and CI efficiency. The change specifically impacts the **`ptr` module's Miri soundness tests**, streamlining the build process.Mar 311maint
fd12118This commit **optimizes the CI pipeline** by configuring the **Miri test suite** to run on a more powerful GitHub Actions runner. This **maintenance** change, primarily within the `.github/workflows/ci.yml` configuration, significantly **reduces the execution time** for these critical memory safety tests. By leveraging a beefier runner, the project aims to improve developer velocity and reduce CI queue times, saving approximately 24 minutes per run. It also adds a `workflow_dispatch` trigger for manual execution of the workflow.Mar 311maint
63ae0fbThis commit **refactors the CI caching mechanism** by replacing the existing bespoke solution with **Docker-based caching** within GitHub Actions. It introduces a new `.github/workflows/Dockerfile` to define the build environment and a `.dockerignore` file, while significantly updating `.github/workflows/ci.yml` to integrate Docker for dependency and toolchain caching. This **CI infrastructure improvement** simplifies the overall caching setup, paving the way for **improved CI performance and reliability** through more granular caching. The `cargo.sh` script is also adjusted to conditionally include `tools/.cargo/config.toml` for the new environment. This is a **maintenance** task focused on enhancing the project's continuous integration pipeline.Mar 316maint
f7c5ca8This commit performs a **documentation update** for the **Hermes project**, specifically targeting the `tools/hermes/README.md` file. The primary change involves **updating the video demonstration link** to ensure users are directed to the most current and relevant visual resource for Hermes. Additionally, an internal footnote that is no longer applicable has been removed, improving the clarity and public-facing nature of the **Hermes documentation**. This **maintenance** task enhances the user experience by providing accurate and up-to-date information about the project's capabilities.Mar 301maint
3a3b5a0This commit **improves the developer experience** for the **Hermes** project by updating the recommended setup command for local development. Specifically, the `check_charon_version` function within `tools/hermes/src/charon.rs` now suggests `cargo run setup` instead of the outdated `cargo hermes setup` when a `charon` version mismatch is detected. This **maintenance** change is activated for local development builds via a new `__ZEROCOPY_LOCAL_DEV` environment variable configured in `.cargo/config.toml`, ensuring developers receive accurate guidance. The corresponding test fixture `tools/hermes/tests/fixtures/charon_version_mismatch/expected.stderr` has also been updated to reflect this new recommendation, making the **Hermes local development setup more robust and user-friendly**.Mar 303grow
23c63dd[hermes] Clean up examples (#3171)Mar 3012–
6cc4539This commit performs **test maintenance** within the **Hermes JavaScript engine's integration test suite**. It updates the configuration for two specific tests, `test_6_1_external_crate` and `test_6_3_renaming`, located under `tools/hermes/tests/fixtures/edge_cases_modules/`. The expected status for these tests in their respective `hermes.toml` files has been changed from `failure` to `known_bug`. This adjustment ensures that these tests, which currently expose existing unfixed issues, no longer cause CI failures, thereby improving the accuracy of test reporting by explicitly acknowledging known problems rather than treating them as new regressions.Mar 302maint
7aaf9d6This commit **refines the Hermes integration test suite** by **updating test configurations and expected outputs** across various fixtures. Several tests are reclassified from `failure` to `known_bug`, acknowledging existing issues within the **Hermes compiler**. Additionally, expected standard error outputs are adjusted for `type_features` to reflect current verification failures, and unsupported union type definitions are removed from test fixtures. Minor reordering of `expected_status` lines and updates to `hermes` code block syntax in doc comments also occur. This **maintenance** work improves the **accuracy and reliability of the test suite**, ensuring it correctly reflects the current state of the **Hermes compiler's behavior and known limitations**.Mar 3013maint
39af3c4This commit performs **maintenance and refinement** on the **`hermes` integration test suite**, specifically within `tools/hermes/tests/fixtures`. It updates various test configurations (`hermes.toml`) to mark certain tests as `FIXME` or `known_bug`, indicating identified issues or limitations. The changes also include updating expected error outputs for `reject_safe_requires`, clarifying test descriptions, and adding `hermes` documentation comments with `isValid` and `ensures` clauses to test source files. This work improves the accuracy and clarity of the test suite, helping developers track known issues and ensuring tests reflect the current behavior of the `hermes` tool.Mar 3017maint
ce9ef65This commit significantly **improves the Hermes CI workflow** and **refactors its toolchain management**. The CI now utilizes a more powerful `ubuntu-24.04-64core` runner, drastically reducing integration test execution time, and the GitHub Actions cache is optimized to only restore, preventing unnecessary saving overhead. Concurrently, the **Hermes build system** is refactored to use `build_rs` metadata and an environment variable (`HERMES_CHARON_RUST_TOOLCHAIN`) for managing the Charon Rust toolchain version. These **maintenance and refactoring** changes ensure more efficient CI execution and updated internal logic for the **Hermes project**, with corresponding updates to various test fixtures to reflect the new configurations and expected outputs.Mar 2917maint
2a2494dThis commit **enhances the Hermes CI workflow** by explicitly configuring the pipeline to run unit tests separately before executing all tests, which now includes integration tests. This **CI/CD improvement** ensures a more robust and comprehensive automated testing process for the **Hermes project**. The update to `.github/workflows/hermes.yml` guarantees that **integration tests** are consistently run, improving the reliability and thoroughness of the build pipeline for all future changes.Mar 291maint
61b2407This commit **updates the documentation** for the **`hermes` tool**, specifically modifying the installation instructions within `tools/hermes/README.md`. It ensures that users are directed to install the correct new version, `0.1.0-alpha.7`, of `cargo-hermes` via the provided command. This is a **documentation update** that reflects the latest **release** of the `hermes` tool, providing accurate guidance for new installations.Mar 253maint
a5bc780This commit **streamlines the development workflow** for the **Hermes project** by configuring **auto-approval rules** for changes to `Cargo.lock` and `vendor` directories. It updates the `.github/auto-approvers.json` file to automatically approve modifications to these specific dependency-related paths. This **maintenance** change is a **developer workflow improvement** designed to **accelerate CI/CD processes** by eliminating the need for manual review of automatically generated dependency updates. Consequently, it **reduces friction** when updating Hermes's dependencies, impacting the **CI/CD pipeline** and **dependency management** aspects of the project.Mar 241maint
b29cc75This commit introduces a **new capability** to the **CI/CD pipeline** by adding an `all-jobs-succeed` job to the `.github/workflows/auto-approve.yml` workflow. This **enhancement** provides a clear signal that all preceding jobs within the auto-approval process have successfully completed. The primary purpose of this new job is to facilitate **branch protections**, ensuring that subsequent actions, such as merging, are only permitted after a comprehensive and successful workflow run. This improves the reliability and control over the automated approval and merging process.Mar 241grow
10ce767This commit provides a **documentation update** for the **Hermes tool**, specifically by adding a detailed description of its purpose and functionality to the `tools/hermes/README.md` file. This **maintenance** task aims to improve the clarity and accessibility of information for anyone reviewing the Hermes project's top-level documentation. The change directly impacts the **developer experience** by making it easier to understand the core role of the Hermes tool within the project.Mar 241maint
d01f773This commit performs **maintenance** on the project's **CI/CD workflows** by disambiguating the "All checks succeeded" jobs. It modifies the name of the `all-jobs-succeed` job within both `.github/workflows/ci.yml` and `.github/workflows/hermes.yml` to include the respective workflow file name. This **chore** improves the clarity and readability of job statuses within the GitHub Actions interface, making it easier to identify which specific workflow has completed all its checks. The change enhances the user experience for developers monitoring CI runs by providing more precise job identification.Mar 242maint
19006f8This commit **introduces a new GitHub Actions workflow for Hermes tests** in `.github/workflows/hermes.yml`, accompanied by a `README.md` for the tool. To support this new capability, the **CI job dependency check script** (`ci/check_job_dependencies.sh`) was **refactored** to operate per-file, allowing multiple `all-jobs-succeed` jobs across different workflow files without blocking CI. Additionally, the **auto-approvers validation script** (`ci/validate_auto_approvers.py`) was **enhanced** to support file-level rules, enabling specific approval configurations for files like the new Hermes workflow. This **infrastructure enhancement and new feature** work enables **more modular and independent CI configurations** for different project components and granular code ownership.Mar 245grow
4704b1bThis commit **fixes a bug** in the **GitHub Actions workflows** where paginated API results, returning multiple JSON arrays, caused downstream scripts to fail. It introduces a crucial step to **concatenate these JSON arrays** into a single, valid array using `jq -s add`. Specifically, the **auto-approve workflow** (`.github/workflows/auto-approve.yml`) and the **CI workflow** (`.github/workflows/ci.yml`) are updated to ensure scripts like `validate_auto_approvers.py` correctly process API data. This **maintenance** change significantly improves the **robustness of automated approval and continuous integration processes** by gracefully handling paginated GitHub API responses.Mar 202maint
c2bdaa5This commit performs a **maintenance update** to the project's **CI/CD pipeline**, specifically upgrading the `step-security/harden-runner` GitHub Action to version `v2.16.0`. This update, applied within the **dependency review workflow** defined in `.github/workflows/dependency-review.yml`, is a critical **security fix** that addresses known vulnerabilities (GHSA-46g3-37rh-v698 and GHSA-g699-3x6g-wm3g). The change enhances the overall **security posture** of the project's automated checks by mitigating identified risks in the runner environment.Mar 181maint
13024e9This commit **re-enables and upgrades the `zizmor` lint to `pedantic` enforcement** across the project, significantly **improving code quality enforcement** within the **CI/CD pipelines**. It involves **refactoring** numerous **GitHub Actions workflows** by removing redundant `rust-toolchain` installations, adding explicit permission comments, and suppressing specific lints to comply with the stricter rules. A key **security enhancement** is applied to the **release workflow** (`release.yml`), which now uses granular permissions and requires manual approval via a dedicated `release` environment. Additionally, a **bug fix** in the **`cargo-zerocopy` tool** redirects `rustup` command output to stderr, preventing interference with CI jobs that capture stdout, thereby **improving CI stability**.Mar 179maint
c871facMar 31

This commit **optimizes CI performance** by **skipping `u128` and `i128` types** within the `test_ptr_try_cast_into_soundness` Miri test located in `src/pointer/ptr.rs`. These specific test cases were identified as the primary cause of long execution times in the merge queue, often leading to idle CI cores and significant delays. This **maintenance improvement** substantially **reduces Miri test duration**, saving approximately 7 minutes per CI run, thereby enhancing overall developer experience and CI efficiency. The change specifically impacts the **`ptr` module's Miri soundness tests**, streamlining the build process.

1 filesmaint
fd12118Mar 31

This commit **optimizes the CI pipeline** by configuring the **Miri test suite** to run on a more powerful GitHub Actions runner. This **maintenance** change, primarily within the `.github/workflows/ci.yml` configuration, significantly **reduces the execution time** for these critical memory safety tests. By leveraging a beefier runner, the project aims to improve developer velocity and reduce CI queue times, saving approximately 24 minutes per run. It also adds a `workflow_dispatch` trigger for manual execution of the workflow.

1 filesmaint
63ae0fbMar 31

This commit **refactors the CI caching mechanism** by replacing the existing bespoke solution with **Docker-based caching** within GitHub Actions. It introduces a new `.github/workflows/Dockerfile` to define the build environment and a `.dockerignore` file, while significantly updating `.github/workflows/ci.yml` to integrate Docker for dependency and toolchain caching. This **CI infrastructure improvement** simplifies the overall caching setup, paving the way for **improved CI performance and reliability** through more granular caching. The `cargo.sh` script is also adjusted to conditionally include `tools/.cargo/config.toml` for the new environment. This is a **maintenance** task focused on enhancing the project's continuous integration pipeline.

6 filesmaint
f7c5ca8Mar 30

This commit performs a **documentation update** for the **Hermes project**, specifically targeting the `tools/hermes/README.md` file. The primary change involves **updating the video demonstration link** to ensure users are directed to the most current and relevant visual resource for Hermes. Additionally, an internal footnote that is no longer applicable has been removed, improving the clarity and public-facing nature of the **Hermes documentation**. This **maintenance** task enhances the user experience by providing accurate and up-to-date information about the project's capabilities.

1 filesmaint
3a3b5a0Mar 30

This commit **improves the developer experience** for the **Hermes** project by updating the recommended setup command for local development. Specifically, the `check_charon_version` function within `tools/hermes/src/charon.rs` now suggests `cargo run setup` instead of the outdated `cargo hermes setup` when a `charon` version mismatch is detected. This **maintenance** change is activated for local development builds via a new `__ZEROCOPY_LOCAL_DEV` environment variable configured in `.cargo/config.toml`, ensuring developers receive accurate guidance. The corresponding test fixture `tools/hermes/tests/fixtures/charon_version_mismatch/expected.stderr` has also been updated to reflect this new recommendation, making the **Hermes local development setup more robust and user-friendly**.

3 filesgrow
23c63ddMar 30

[hermes] Clean up examples (#3171)

12 files–
6cc4539Mar 30

This commit performs **test maintenance** within the **Hermes JavaScript engine's integration test suite**. It updates the configuration for two specific tests, `test_6_1_external_crate` and `test_6_3_renaming`, located under `tools/hermes/tests/fixtures/edge_cases_modules/`. The expected status for these tests in their respective `hermes.toml` files has been changed from `failure` to `known_bug`. This adjustment ensures that these tests, which currently expose existing unfixed issues, no longer cause CI failures, thereby improving the accuracy of test reporting by explicitly acknowledging known problems rather than treating them as new regressions.

2 filesmaint
7aaf9d6Mar 30

This commit **refines the Hermes integration test suite** by **updating test configurations and expected outputs** across various fixtures. Several tests are reclassified from `failure` to `known_bug`, acknowledging existing issues within the **Hermes compiler**. Additionally, expected standard error outputs are adjusted for `type_features` to reflect current verification failures, and unsupported union type definitions are removed from test fixtures. Minor reordering of `expected_status` lines and updates to `hermes` code block syntax in doc comments also occur. This **maintenance** work improves the **accuracy and reliability of the test suite**, ensuring it correctly reflects the current state of the **Hermes compiler's behavior and known limitations**.

13 filesmaint
39af3c4Mar 30

This commit performs **maintenance and refinement** on the **`hermes` integration test suite**, specifically within `tools/hermes/tests/fixtures`. It updates various test configurations (`hermes.toml`) to mark certain tests as `FIXME` or `known_bug`, indicating identified issues or limitations. The changes also include updating expected error outputs for `reject_safe_requires`, clarifying test descriptions, and adding `hermes` documentation comments with `isValid` and `ensures` clauses to test source files. This work improves the accuracy and clarity of the test suite, helping developers track known issues and ensuring tests reflect the current behavior of the `hermes` tool.

17 filesmaint
ce9ef65Mar 29

This commit significantly **improves the Hermes CI workflow** and **refactors its toolchain management**. The CI now utilizes a more powerful `ubuntu-24.04-64core` runner, drastically reducing integration test execution time, and the GitHub Actions cache is optimized to only restore, preventing unnecessary saving overhead. Concurrently, the **Hermes build system** is refactored to use `build_rs` metadata and an environment variable (`HERMES_CHARON_RUST_TOOLCHAIN`) for managing the Charon Rust toolchain version. These **maintenance and refactoring** changes ensure more efficient CI execution and updated internal logic for the **Hermes project**, with corresponding updates to various test fixtures to reflect the new configurations and expected outputs.

17 filesmaint
2a2494dMar 29

This commit **enhances the Hermes CI workflow** by explicitly configuring the pipeline to run unit tests separately before executing all tests, which now includes integration tests. This **CI/CD improvement** ensures a more robust and comprehensive automated testing process for the **Hermes project**. The update to `.github/workflows/hermes.yml` guarantees that **integration tests** are consistently run, improving the reliability and thoroughness of the build pipeline for all future changes.

1 filesmaint
61b2407Mar 25

This commit **updates the documentation** for the **`hermes` tool**, specifically modifying the installation instructions within `tools/hermes/README.md`. It ensures that users are directed to install the correct new version, `0.1.0-alpha.7`, of `cargo-hermes` via the provided command. This is a **documentation update** that reflects the latest **release** of the `hermes` tool, providing accurate guidance for new installations.

3 filesmaint
a5bc780Mar 24

This commit **streamlines the development workflow** for the **Hermes project** by configuring **auto-approval rules** for changes to `Cargo.lock` and `vendor` directories. It updates the `.github/auto-approvers.json` file to automatically approve modifications to these specific dependency-related paths. This **maintenance** change is a **developer workflow improvement** designed to **accelerate CI/CD processes** by eliminating the need for manual review of automatically generated dependency updates. Consequently, it **reduces friction** when updating Hermes's dependencies, impacting the **CI/CD pipeline** and **dependency management** aspects of the project.

1 filesmaint
b29cc75Mar 24

This commit introduces a **new capability** to the **CI/CD pipeline** by adding an `all-jobs-succeed` job to the `.github/workflows/auto-approve.yml` workflow. This **enhancement** provides a clear signal that all preceding jobs within the auto-approval process have successfully completed. The primary purpose of this new job is to facilitate **branch protections**, ensuring that subsequent actions, such as merging, are only permitted after a comprehensive and successful workflow run. This improves the reliability and control over the automated approval and merging process.

1 filesgrow
10ce767Mar 24

This commit provides a **documentation update** for the **Hermes tool**, specifically by adding a detailed description of its purpose and functionality to the `tools/hermes/README.md` file. This **maintenance** task aims to improve the clarity and accessibility of information for anyone reviewing the Hermes project's top-level documentation. The change directly impacts the **developer experience** by making it easier to understand the core role of the Hermes tool within the project.

1 filesmaint
d01f773Mar 24

This commit performs **maintenance** on the project's **CI/CD workflows** by disambiguating the "All checks succeeded" jobs. It modifies the name of the `all-jobs-succeed` job within both `.github/workflows/ci.yml` and `.github/workflows/hermes.yml` to include the respective workflow file name. This **chore** improves the clarity and readability of job statuses within the GitHub Actions interface, making it easier to identify which specific workflow has completed all its checks. The change enhances the user experience for developers monitoring CI runs by providing more precise job identification.

2 filesmaint
19006f8Mar 24

This commit **introduces a new GitHub Actions workflow for Hermes tests** in `.github/workflows/hermes.yml`, accompanied by a `README.md` for the tool. To support this new capability, the **CI job dependency check script** (`ci/check_job_dependencies.sh`) was **refactored** to operate per-file, allowing multiple `all-jobs-succeed` jobs across different workflow files without blocking CI. Additionally, the **auto-approvers validation script** (`ci/validate_auto_approvers.py`) was **enhanced** to support file-level rules, enabling specific approval configurations for files like the new Hermes workflow. This **infrastructure enhancement and new feature** work enables **more modular and independent CI configurations** for different project components and granular code ownership.

5 filesgrow
4704b1bMar 20

This commit **fixes a bug** in the **GitHub Actions workflows** where paginated API results, returning multiple JSON arrays, caused downstream scripts to fail. It introduces a crucial step to **concatenate these JSON arrays** into a single, valid array using `jq -s add`. Specifically, the **auto-approve workflow** (`.github/workflows/auto-approve.yml`) and the **CI workflow** (`.github/workflows/ci.yml`) are updated to ensure scripts like `validate_auto_approvers.py` correctly process API data. This **maintenance** change significantly improves the **robustness of automated approval and continuous integration processes** by gracefully handling paginated GitHub API responses.

2 filesmaint
c2bdaa5Mar 18

This commit performs a **maintenance update** to the project's **CI/CD pipeline**, specifically upgrading the `step-security/harden-runner` GitHub Action to version `v2.16.0`. This update, applied within the **dependency review workflow** defined in `.github/workflows/dependency-review.yml`, is a critical **security fix** that addresses known vulnerabilities (GHSA-46g3-37rh-v698 and GHSA-g699-3x6g-wm3g). The change enhances the overall **security posture** of the project's automated checks by mitigating identified risks in the runner environment.

1 filesmaint
13024e9Mar 17

This commit **re-enables and upgrades the `zizmor` lint to `pedantic` enforcement** across the project, significantly **improving code quality enforcement** within the **CI/CD pipelines**. It involves **refactoring** numerous **GitHub Actions workflows** by removing redundant `rust-toolchain` installations, adding explicit permission comments, and suppressing specific lints to comply with the stricter rules. A key **security enhancement** is applied to the **release workflow** (`release.yml`), which now uses granular permissions and requires manual approval via a dedicated `release` environment. Additionally, a **bug fix** in the **`cargo-zerocopy` tool** redirects `rustup` command output to stderr, preventing interference with CI jobs that capture stdout, thereby **improving CI stability**.

9 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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OrganizationsDistributionCompareResearch