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Dustin Shahidehpour

Developer

Dustin Shahidehpour

dust@meta.com

50 commits~2 files/commit

Performance

YoY:+900%
2026Previous year

Insights

Key patterns and highlights from this developer's activity.

Peak MonthFeb'2630 performance
Growth Trend↑94%vs prior period
Avg Files/Commit2files per commit
Active Days29of 455 days
Top Repobuck249 commits

Effort Over Time

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

Bug Behavior

Beta

Bugs introduced vs. fixed over time.

No bugs introduced or fixed in this period.

Investment Quality

Beta

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

63%Productive TimeGrowth 81% + Fixes 19%
37%Maintenance Time
0%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
8b1ec23This commit performs a **maintenance fix** within the `folly/BUCK` file by **removing a tuple used as a key** in the `compiler_flags` definition. This change addresses a **parsing issue** encountered by a new ruff-based **Starlark formatter**, which was unable to process tuples as keys. By modifying the `folly/BUCK` file to use a compatible key format, this commit unblocks the **rollout of the Starlark formatter** for the `folly` module, ensuring proper parsing and formatting.Mar 251maint
4238310This commit **refactors** the propagation of XPlugins debug artifacts and usage information, moving this responsibility from the `apple_binary` rule to the underlying **Cxx build rules**. This change centralizes XPlugins data handling within the Cxx layer, as Cxx targets are the primary consumers of XPlugins. Specifically, **Cxx modules** like `cxx_binary_impl`, `cxx_executable`, and `cxx_library_parameterized` are enhanced to propagate this information, while `apple_binary_impl` is simplified to consume it from its Cxx dependencies. This architectural improvement ensures more consistent and robust XPlugins data flow across all Cxx-based targets, including Apple binaries.Mar 247grow
07892b3This commit **refactors** the `get_xplugins_usage_subtargets` function within the **`prelude/xplugins/utils.bzl` module** to **deduplicate logic**. It extracts common manifest processing into new helper functions, `_process_manifest` and `_make_manifest_providers`, and introduces a record type for better data encapsulation. This **refactoring** significantly improves code organization and maintainability within the **`xplugins` subsystem**. The change enhances the internal structure of the utility module without altering its external behavior or functionality.Mar 191maint
976377cThis commit introduces a **refactoring** across the build system to **reduce unnecessary memory allocations** during attribute processing. Specifically, it optimizes **C++ build system utilities** within `cxx_library_utility.bzl` by simplifying direct attribute access for dependencies and linker flags, eliminating redundant list copies in functions such as `cxx_attr_deps` and `cxx_attr_linker_flags_all`. The **Apple prebuilt framework implementation** in `prelude/apple/prebuilt_apple_framework.bzl` is also updated to directly retrieve exported linker flags, further streamlining attribute handling. This **performance optimization** aims to improve overall build efficiency by minimizing object creation and memory footprint, particularly benefiting C++ and Apple framework builds.Mar 192maint
25a7e1eThis commit introduces a **new capability** to the **Buck2 superconsole** by adding a "Running validations." progress line, significantly **improving user experience** during builds with validation actions. Previously, the superconsole appeared to "hang" as rapid validation actions were not visibly tracked, but now a dedicated line provides clear visibility into this phase. This feature tracks `SingleValidationKey` DICE states, appearing after action execution and before build completion, and is only displayed when validations are active. The change primarily affects the `buck2_client_ctx` module for rendering and the `buck2_event_observer` module for progress tracking logic, enhancing the overall build progress reporting.Mar 42grow
e9737f0This commit introduces a **new capability** to collect and expose **XPlugins debug artifacts** within Apple binaries and bundles, significantly improving the **debugging experience for XPlugins**. It provides a standardized way to generate a debug artifacts directory and manifest, making this information available as subtargets and providers. The feature is integrated into the `apple_binary`, `apple_library`, and `apple_test` rules, and most notably exposed via the `apple_bundle` rule. This involves new type definitions in `prelude/xplugins/types.bzl` and core logic for artifact collection in `prelude/xplugins/debug_artifacts.bzl`.Feb 178grow
18c3071This commit introduces a **performance optimization** and **refactoring** across the **Apple and C++ build rules** to reduce unnecessary memory allocations. It modifies `apple_binary_impl` and `apple_bundle_impl` in `prelude/apple/` to avoid redundant list concatenations of `deps` and `exported_deps`, instead reusing pre-calculated dependency lists. Concurrently, the `make_link_command_debug_output_json_info` function in `prelude/linking/link_info.bzl` and its callers in `cxx_executable` and `cxx_library` are refactored to explicitly pass `ctx.actions`. This work aims to **improve build system efficiency** by reducing memory footprint and potentially speeding up dependency processing within these core build components.Feb 175maint
bbefa68This commit **introduces** the `XPluginsManifestInfo` provider and an associated `xplugins_manifest` rule within the **`prelude/xplugins` module**. This **new capability** establishes a structured way to hold function mapping and manifest artifacts. The `XPluginsManifestInfo` is specifically designed to be propagated and aggregated within the prelude, enabling a centralized collection of these mappings. This foundational work is crucial for future plugin management and aggregation logic.Feb 171grow
f54dbdcThis commit **improves diagnostic capabilities** for **BXL test failures** by ensuring that `stderr` output is properly surfaced. Previously, `bxl_test` executions would hide `stderr`, obscuring critical Starlark backtraces needed for debugging. This **bug fix** modifies the error handling within `tests/e2e_util/test_bxl_template.py` to append the `stderr` content upon test failure. As a result, developers will now receive comprehensive failure messages, significantly **simplifying the debugging process** for BXL tests.Feb 161maint
521280aThis commit **refactors** the **Apple framework linking logic** to optimize the construction of `-framework` and `-weak_framework` flags. Specifically, it modifies `get_framework_linker_args` and `_get_unchecked_framework_linker_args` in `prelude/apple/apple_framework_versions.bzl` to return `cmd_args` objects instead of `list[str]`. This **performance optimization** avoids intermediate list allocations and leverages `cmd_args`'s efficient composability for library linker flags. The change results in a significant **memory reduction**, notably a **1.81 GiB drop in resident memory (RSS)**, improving overall system resource utilization.Feb 121maint
06e2a85This commit **refactors** the **Apple framework linker argument generation** within `prelude/apple/apple_framework_versions.bzl` and `prelude/apple/apple_frameworks.bzl`. Functions like `get_framework_linker_args` and `_get_apple_frameworks_linker_flags` now return and construct arguments using `cmd_args` objects instead of `list[str]`. This **performance optimization** reduces intermediate list allocations and leverages `cmd_args` composability, streamlining the process of building linker flags. The change significantly improves memory efficiency, leading to a notable **reduction in resident memory (RSS)** by 1.6 GiB, without increasing allocation pressure.Feb 122maint
0c709b6This commit introduces a **new capability** by adding the `dump_failures` BXL entrypoint to the **validation auditing system**. This new entrypoint allows users to easily inspect and report validation failures by opening the `ValidationSpec` and collecting failure messages. Concurrently, it **refactors** the `prelude/validation/audit_results.bxl` module by centralizing validation result retrieval into a new helper function, `_get_results`, which simplifies the codebase and removes redundancy. This change significantly improves the **diagnosability** of validation issues and enhances the overall readability and maintainability of the validation logic.Feb 111grow
3f63deaThis commit **refactors** the **`prelude/validation/audit_results.bxl` script** to leverage **lazy evaluation** using `ctx.lazy` for configured targets and analysis. This **enhances robustness** by allowing the script to proceed even when encountering configuration errors, preventing premature termination. Additionally, a **new `take` CLI argument** is introduced, enabling users to **filter specific validation specs** and gain more granular control over the audit process. This **new feature** significantly improves both the reliability and usability of the audit results generation.Feb 111grow
3b9b7eaThis commit **refactors** the **`prelude`'s framework and library linking logic** to consistently use **sets** for `FrameworkLinkables` instead of lists. This change **improves deduplication and efficiency** by eliminating redundant deduplication passes across different layers, thereby **reducing memory usage**. Specifically, functions within **`prelude/apple/apple_frameworks.bzl`** are updated to process these new set-based structures, and the `FrameworksLinkable` definition and `_merge_framework_linkables` function in **`prelude/linking/link_info.bzl`** are adapted. This **performance optimization** streamlines the management of linkable dependencies, particularly benefiting **Apple build targets**.Feb 52maint
544f7a8This commit **fixes a bug** in the **Buck2 Swift compilation database** generation by refactoring the `cmd_args` passed to `other_outputs`. Previously, the `swift-compilation-database` subtarget did not include source files, leading to "file not found" errors when tools like codemods attempted to access them. The change ensures that **source files are properly materialized** by including them alongside the `argsfile.cmd_form` in the `other_outputs` of the `_create_compilation_database` function within `prelude/apple/swift/swift_compilation.bzl`. This resolves issues with downstream tools relying on the compilation database for accurate file paths.Jan 291waste
4d07728This commit introduces a **new capability** to propagate `ValidationSpecs` to **`cxx_binary`** and **`cxx_test`** rules, enhancing the build system's ability to enforce validation constraints on C++ executables and tests. It extends the `cxx_binary` and `cxx_test` rule definitions in `prelude/decls/cxx_rules.bzl` and `prelude/cxx/cxx.bzl` to accept and process `attrs_validators`, ensuring that validation information is correctly associated and passed through these targets. The `CxxExecutableOutput` in `prelude/cxx/cxx_executable.bzl` is updated to store these specs, and the `apple_binary` rule in `prelude/apple/apple_binary.bzl` is refactored to consume these newly propagated validation specifications. This change allows for more robust and integrated validation checks across C++ and Apple build targets.Jan 144grow
18fbeeeThis commit **introduces attribute validation capabilities to the `java_test` rule**, mirroring functionality already present in `java_library`. It **adds `attrs_validators_arg`** to the `java_test` rule definition in `prelude/decls/java_rules.bzl` and modifies the `java_test_impl` function in `prelude/java/java_test.bzl` to conditionally append validation information. This **new capability** allows developers to define and enforce attribute constraints for `java_test` rules, thereby enhancing their robustness and maintainability.Dec 122grow
f51c6b0This commit **refactors** the **Swift error handling** logic within `prelude/apple/apple_error_handler.bzl` to improve error categorization. It introduces and utilizes a new `subcategory` field, allowing for more precise classification of errors and effectively **shortening existing error categories**. This change enhances the diagnostic capabilities for Apple-related build issues by providing more granular and clearer error messages. The `swift_error_handler` symbol is specifically updated to leverage this new categorization scheme.Dec 111maint
d599548This commit **refactors** the **Swift error handler** within the `prelude/apple` module to incorporate a new `remediation` field. The `swift_error_handler` function will now utilize this field to enhance error messages and conditionally control `stderr` output. This **enhancement** aims to provide more informative and actionable error reporting for Swift builds, improving the developer experience by offering clearer guidance.Dec 111maint
3c1220eThis commit **enhances C++ error handling** within the **Apple build system** by integrating remediation messages and subcategories into `ActionSubError` instances. Specifically, the `cxx_error_handler` in `prelude/apple/apple_error_handler.bzl` is updated to provide these additional details. This **enhancement** improves the diagnostic information for C++ build failures, offering clearer context and actionable steps for developers to resolve issues.Dec 111grow
8b1ec23Mar 25

This commit performs a **maintenance fix** within the `folly/BUCK` file by **removing a tuple used as a key** in the `compiler_flags` definition. This change addresses a **parsing issue** encountered by a new ruff-based **Starlark formatter**, which was unable to process tuples as keys. By modifying the `folly/BUCK` file to use a compatible key format, this commit unblocks the **rollout of the Starlark formatter** for the `folly` module, ensuring proper parsing and formatting.

1 filesmaint
4238310Mar 24

This commit **refactors** the propagation of XPlugins debug artifacts and usage information, moving this responsibility from the `apple_binary` rule to the underlying **Cxx build rules**. This change centralizes XPlugins data handling within the Cxx layer, as Cxx targets are the primary consumers of XPlugins. Specifically, **Cxx modules** like `cxx_binary_impl`, `cxx_executable`, and `cxx_library_parameterized` are enhanced to propagate this information, while `apple_binary_impl` is simplified to consume it from its Cxx dependencies. This architectural improvement ensures more consistent and robust XPlugins data flow across all Cxx-based targets, including Apple binaries.

7 filesgrow
07892b3Mar 19

This commit **refactors** the `get_xplugins_usage_subtargets` function within the **`prelude/xplugins/utils.bzl` module** to **deduplicate logic**. It extracts common manifest processing into new helper functions, `_process_manifest` and `_make_manifest_providers`, and introduces a record type for better data encapsulation. This **refactoring** significantly improves code organization and maintainability within the **`xplugins` subsystem**. The change enhances the internal structure of the utility module without altering its external behavior or functionality.

1 filesmaint
976377cMar 19

This commit introduces a **refactoring** across the build system to **reduce unnecessary memory allocations** during attribute processing. Specifically, it optimizes **C++ build system utilities** within `cxx_library_utility.bzl` by simplifying direct attribute access for dependencies and linker flags, eliminating redundant list copies in functions such as `cxx_attr_deps` and `cxx_attr_linker_flags_all`. The **Apple prebuilt framework implementation** in `prelude/apple/prebuilt_apple_framework.bzl` is also updated to directly retrieve exported linker flags, further streamlining attribute handling. This **performance optimization** aims to improve overall build efficiency by minimizing object creation and memory footprint, particularly benefiting C++ and Apple framework builds.

2 filesmaint
25a7e1eMar 4

This commit introduces a **new capability** to the **Buck2 superconsole** by adding a "Running validations." progress line, significantly **improving user experience** during builds with validation actions. Previously, the superconsole appeared to "hang" as rapid validation actions were not visibly tracked, but now a dedicated line provides clear visibility into this phase. This feature tracks `SingleValidationKey` DICE states, appearing after action execution and before build completion, and is only displayed when validations are active. The change primarily affects the `buck2_client_ctx` module for rendering and the `buck2_event_observer` module for progress tracking logic, enhancing the overall build progress reporting.

2 filesgrow
e9737f0Feb 17

This commit introduces a **new capability** to collect and expose **XPlugins debug artifacts** within Apple binaries and bundles, significantly improving the **debugging experience for XPlugins**. It provides a standardized way to generate a debug artifacts directory and manifest, making this information available as subtargets and providers. The feature is integrated into the `apple_binary`, `apple_library`, and `apple_test` rules, and most notably exposed via the `apple_bundle` rule. This involves new type definitions in `prelude/xplugins/types.bzl` and core logic for artifact collection in `prelude/xplugins/debug_artifacts.bzl`.

8 filesgrow
18c3071Feb 17

This commit introduces a **performance optimization** and **refactoring** across the **Apple and C++ build rules** to reduce unnecessary memory allocations. It modifies `apple_binary_impl` and `apple_bundle_impl` in `prelude/apple/` to avoid redundant list concatenations of `deps` and `exported_deps`, instead reusing pre-calculated dependency lists. Concurrently, the `make_link_command_debug_output_json_info` function in `prelude/linking/link_info.bzl` and its callers in `cxx_executable` and `cxx_library` are refactored to explicitly pass `ctx.actions`. This work aims to **improve build system efficiency** by reducing memory footprint and potentially speeding up dependency processing within these core build components.

5 filesmaint
bbefa68Feb 17

This commit **introduces** the `XPluginsManifestInfo` provider and an associated `xplugins_manifest` rule within the **`prelude/xplugins` module**. This **new capability** establishes a structured way to hold function mapping and manifest artifacts. The `XPluginsManifestInfo` is specifically designed to be propagated and aggregated within the prelude, enabling a centralized collection of these mappings. This foundational work is crucial for future plugin management and aggregation logic.

1 filesgrow
f54dbdcFeb 16

This commit **improves diagnostic capabilities** for **BXL test failures** by ensuring that `stderr` output is properly surfaced. Previously, `bxl_test` executions would hide `stderr`, obscuring critical Starlark backtraces needed for debugging. This **bug fix** modifies the error handling within `tests/e2e_util/test_bxl_template.py` to append the `stderr` content upon test failure. As a result, developers will now receive comprehensive failure messages, significantly **simplifying the debugging process** for BXL tests.

1 filesmaint
521280aFeb 12

This commit **refactors** the **Apple framework linking logic** to optimize the construction of `-framework` and `-weak_framework` flags. Specifically, it modifies `get_framework_linker_args` and `_get_unchecked_framework_linker_args` in `prelude/apple/apple_framework_versions.bzl` to return `cmd_args` objects instead of `list[str]`. This **performance optimization** avoids intermediate list allocations and leverages `cmd_args`'s efficient composability for library linker flags. The change results in a significant **memory reduction**, notably a **1.81 GiB drop in resident memory (RSS)**, improving overall system resource utilization.

1 filesmaint
06e2a85Feb 12

This commit **refactors** the **Apple framework linker argument generation** within `prelude/apple/apple_framework_versions.bzl` and `prelude/apple/apple_frameworks.bzl`. Functions like `get_framework_linker_args` and `_get_apple_frameworks_linker_flags` now return and construct arguments using `cmd_args` objects instead of `list[str]`. This **performance optimization** reduces intermediate list allocations and leverages `cmd_args` composability, streamlining the process of building linker flags. The change significantly improves memory efficiency, leading to a notable **reduction in resident memory (RSS)** by 1.6 GiB, without increasing allocation pressure.

2 filesmaint
0c709b6Feb 11

This commit introduces a **new capability** by adding the `dump_failures` BXL entrypoint to the **validation auditing system**. This new entrypoint allows users to easily inspect and report validation failures by opening the `ValidationSpec` and collecting failure messages. Concurrently, it **refactors** the `prelude/validation/audit_results.bxl` module by centralizing validation result retrieval into a new helper function, `_get_results`, which simplifies the codebase and removes redundancy. This change significantly improves the **diagnosability** of validation issues and enhances the overall readability and maintainability of the validation logic.

1 filesgrow
3f63deaFeb 11

This commit **refactors** the **`prelude/validation/audit_results.bxl` script** to leverage **lazy evaluation** using `ctx.lazy` for configured targets and analysis. This **enhances robustness** by allowing the script to proceed even when encountering configuration errors, preventing premature termination. Additionally, a **new `take` CLI argument** is introduced, enabling users to **filter specific validation specs** and gain more granular control over the audit process. This **new feature** significantly improves both the reliability and usability of the audit results generation.

1 filesgrow
3b9b7eaFeb 5

This commit **refactors** the **`prelude`'s framework and library linking logic** to consistently use **sets** for `FrameworkLinkables` instead of lists. This change **improves deduplication and efficiency** by eliminating redundant deduplication passes across different layers, thereby **reducing memory usage**. Specifically, functions within **`prelude/apple/apple_frameworks.bzl`** are updated to process these new set-based structures, and the `FrameworksLinkable` definition and `_merge_framework_linkables` function in **`prelude/linking/link_info.bzl`** are adapted. This **performance optimization** streamlines the management of linkable dependencies, particularly benefiting **Apple build targets**.

2 filesmaint
544f7a8Jan 29

This commit **fixes a bug** in the **Buck2 Swift compilation database** generation by refactoring the `cmd_args` passed to `other_outputs`. Previously, the `swift-compilation-database` subtarget did not include source files, leading to "file not found" errors when tools like codemods attempted to access them. The change ensures that **source files are properly materialized** by including them alongside the `argsfile.cmd_form` in the `other_outputs` of the `_create_compilation_database` function within `prelude/apple/swift/swift_compilation.bzl`. This resolves issues with downstream tools relying on the compilation database for accurate file paths.

1 fileswaste
4d07728Jan 14

This commit introduces a **new capability** to propagate `ValidationSpecs` to **`cxx_binary`** and **`cxx_test`** rules, enhancing the build system's ability to enforce validation constraints on C++ executables and tests. It extends the `cxx_binary` and `cxx_test` rule definitions in `prelude/decls/cxx_rules.bzl` and `prelude/cxx/cxx.bzl` to accept and process `attrs_validators`, ensuring that validation information is correctly associated and passed through these targets. The `CxxExecutableOutput` in `prelude/cxx/cxx_executable.bzl` is updated to store these specs, and the `apple_binary` rule in `prelude/apple/apple_binary.bzl` is refactored to consume these newly propagated validation specifications. This change allows for more robust and integrated validation checks across C++ and Apple build targets.

4 filesgrow
18fbeeeDec 12

This commit **introduces attribute validation capabilities to the `java_test` rule**, mirroring functionality already present in `java_library`. It **adds `attrs_validators_arg`** to the `java_test` rule definition in `prelude/decls/java_rules.bzl` and modifies the `java_test_impl` function in `prelude/java/java_test.bzl` to conditionally append validation information. This **new capability** allows developers to define and enforce attribute constraints for `java_test` rules, thereby enhancing their robustness and maintainability.

2 filesgrow
f51c6b0Dec 11

This commit **refactors** the **Swift error handling** logic within `prelude/apple/apple_error_handler.bzl` to improve error categorization. It introduces and utilizes a new `subcategory` field, allowing for more precise classification of errors and effectively **shortening existing error categories**. This change enhances the diagnostic capabilities for Apple-related build issues by providing more granular and clearer error messages. The `swift_error_handler` symbol is specifically updated to leverage this new categorization scheme.

1 filesmaint
d599548Dec 11

This commit **refactors** the **Swift error handler** within the `prelude/apple` module to incorporate a new `remediation` field. The `swift_error_handler` function will now utilize this field to enhance error messages and conditionally control `stderr` output. This **enhancement** aims to provide more informative and actionable error reporting for Swift builds, improving the developer experience by offering clearer guidance.

1 filesmaint
3c1220eDec 11

This commit **enhances C++ error handling** within the **Apple build system** by integrating remediation messages and subcategories into `ActionSubError` instances. Specifically, the `cxx_error_handler` in `prelude/apple/apple_error_handler.bzl` is updated to provide these additional details. This **enhancement** improves the diagnostic information for C++ build failures, offering clearer context and actionable steps for developers to resolve issues.

1 filesgrow

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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