EXCEEDS logo
Exceeds
Mike Fairhurst

PROFILE

Mike Fairhurst

Michael Fairhurst developed and maintained static analysis tooling for the github/codeql-coding-standards repository, focusing on enforcing MISRA C, CERT-C, and C++ coding standards. He engineered new CodeQL and QL-based analysis packages for concurrency, floating-point safety, and type system compliance, while optimizing performance through targeted refactors and join order improvements. His work included schema and metadata enhancements, expanded rule coverage, and robust test-driven updates to ensure accuracy and maintainability. Leveraging C, C++, and Python, Michael addressed both feature delivery and bug resolution, demonstrating depth in static analysis, code quality assurance, and standards compliance for safety-critical and high-integrity codebases.

Overall Statistics

Feature vs Bugs

51%Features

Repository Contributions

152Total
Bugs
35
Commits
152
Features
36
Lines of code
29,248
Activity Months10

Work History

August 2025

1 Commits • 1 Features

Aug 1, 2025

Monthly summary for 2025-08 focusing on delivering performance optimization in the codeql-coding-standards repository. Implemented a targeted refactor for AlertReporting.qll to remove an unnecessary join on the start column and added a private predicate getASubsumedMacroInvocation to avoid joining start column values. This reduced query complexity and improved run-time efficiency.

July 2025

1 Commits

Jul 1, 2025

Monthly summary for 2025-07 focused on the github/codeql-coding-standards repository. Delivered a targeted CodeQL analysis performance regression fix, addressing performance regressions introduced in CodeQL 2.20.7 by optimizing join operations, refining function declaration comparisons, and improving integer constant macro argument checks. The work improved analysis throughput and reliability, enabling faster and more accurate code-quality feedback for developers using CodeQL standards.

June 2025

6 Commits • 1 Features

Jun 1, 2025

June 2025 highlights for repo github/codeql-coding-standards: Delivered targeted fixes and metadata enhancements to improve static analysis quality and maintainability. Key efforts include: (1) Type Analysis Cleanup and LeafType restoration in Compatible.qll to fix a compilation error and preserve correct type equivalence checks; (2) Static Analysis Rule Metadata and Accuracy Improvements, including richer CERT-C metadata and tagging, refinement of EXP-16-C to exclude function-pointer guards, and addition of new QLL classes with corresponding tests. Impact: improved rule precision, reduced false positives, clearer remediation guidance, and more maintainable analysis rules. Technologies demonstrated: CodeQL/QLL, metadata modeling, test updates, and disciplined commit-driven maintenance.

April 2025

21 Commits • 5 Features

Apr 1, 2025

April 2025 performance-driven sprint for github/codeql-coding-standards: delivered substantive CERT-C rule and recommendation enhancements, expanded schema, and built performance-focused improvements while strengthening build quality and maintainability. These changes deliver faster, more accurate CERT-C analyses and richer guidance for developers, aligning with business goals of reducing risk and improving compliance posture.

March 2025

42 Commits • 10 Features

Mar 1, 2025

March 2025 monthly summary for github/codeql-coding-standards focusing on feature delivery, quality improvements, and compliance. Delivered foundational language tooling, enhanced formatting discipline, and alignment with safety and security standards, while stabilizing CI through metadata and test upgrades.

February 2025

23 Commits • 11 Features

Feb 1, 2025

February 2025 (2025-02) monthly summary for github/codeql-coding-standards. Delivered targeted features, bug fixes, and quality improvements to enhance analysis accuracy, performance, and developer experience. Key business value includes expanded floating-point guard coverage, improved result deduplication with clearer messaging, and stronger formatting/metadata accuracy. CI/CD reliability gains enable faster, more consistent releases and validation in CI pipelines.

January 2025

14 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary for github/codeql-coding-standards: Delivered MISRA/C coding standards enhancements and static analysis improvements, including improved thread creation detection, pointer arithmetic analysis, and updated MISRA rule severity and reporting with corresponding test updates. Fixed a correctness bug in CastedToBytePointer analysis by correcting getNode use-use flow to prevent mis-association of subsequent usages. Implemented extensive test updates and fixes to align with rule changes and ensure stable CI results. Results include stronger safety/compliance signals, faster feedback in CI, and more reliable analysis outcomes. Technologies/skills demonstrated include static analysis engineering, MISRA/C/C++ rule enforcement, test-driven development, debugging, and performance-oriented refactors.

December 2024

18 Commits • 3 Features

Dec 1, 2024

Monthly summary for 2024-12 (repo: github/codeql-coding-standards). Delivered Concurrency9 static analysis enhancements, MISRA-C 2012 strict unused object query, and broad MISRA-C compliance updates with testing and documentation improvements. Key work includes introducing the Concurrency9 package atop Concurrency8 with new QLL-based MISRA C rules for data race detection, mutex initialization, and thread storage management; implementing a macro-expansion-aware strict unused object query and updating its documentation; and advancing MISRA-C compliance through amendments, test data alignment, query regeneration, and changelog updates. These contributions strengthen static analysis coverage for multithreaded C code, improve accuracy of MISRA-C reporting, and enhance test coverage and documentation for easier auditing. The month included focused work on Concurrency9 and MISRA-C 2012 rule improvements, with a broader set of MISRA-C compliance and testing commits reflecting a sustained effort on quality assurance.

November 2024

23 Commits • 3 Features

Nov 1, 2024

Compact monthly summary for 2024-11 focusing on delivering concurrency packaging improvements, test stability, and quality enhancements across the repository. Emphasizes business value from clearer packaging boundaries, consistent naming, reliable test suites, and cleaner reporting outputs.

October 2024

3 Commits • 1 Features

Oct 1, 2024

October 2024 monthly summary for github/codeql-coding-standards: Delivered MISRA-compliant static analysis enhancements and reporting optimizations that strengthen safety-critical checks and enable scalable code quality enforcement across the repository. Implemented MISRA Rule-2-8 to flag unused object definitions (including in macros and __attribute__((unused))) and introduced a shared query library to deduplicate results across macro expansions for faster, cleaner reporting. Added CodeQL checks to detect misuse of infinity and NaN values in C/C++. Resolved a schema reliability issue by correcting the 'strict' MISRA tag to ensure accurate compliance checking. These changes reduce risk, improve compliance visibility, and streamline remediation for safety-critical codebases.

Activity

Loading activity data...

Quality Metrics

Correctness90.4%
Maintainability90.0%
Architecture86.8%
Performance83.2%
AI Usage20.2%

Skills & Technologies

Programming Languages

CC++CSVJSONMarkdownPythonQLYAMLccpp

Technical Skills

CC LanguageC Language StandardsC Language Standards (MISRA)C ProgrammingC Programming LanguageC StandardsC programmingC programming languageC++C++ ConcurrencyC++ StandardsC/C++C/C++ AnalysisC/C++ Development

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

github/codeql-coding-standards

Oct 2024 Aug 2025
10 Months active

Languages Used

C++QLYAMLqlCCSVMarkdownc

Technical Skills

C++Code QualityCoding StandardsMISRA CQLSchema Validation

Generated by Exceeds AIThis report is designed for sharing and indexing