
Riham worked on the facebook/folly repository, focusing on stability and feature enhancements for ELF symbolization and Python integration. Over four months, Riham delivered PIE support for the ELF symbolizer by introducing a new type to handle dynamic sections, enabling accurate symbolization of modern binaries. She addressed crash risks in heap profiling for Python 3.12 by implementing thread-local frame objects and introduced a scoped Python312StackWalker to improve stack walking reliability. Using C++ and Python, Riham’s work emphasized robust system programming and debugging, with careful rollouts and targeted fixes that reduced production crash risk and improved cross-version compatibility.
2026-01 monthly summary for facebook/folly focused on stability and reliability of ELF symbolization. Delivered a targeted crash-prevention fix by adding boundary checks during ELF section iteration, aligning with existing safeguards elsewhere in the codebase. This work enhances robustness against malformed binaries and reduces production crash surface while maintaining existing performance characteristics.
2026-01 monthly summary for facebook/folly focused on stability and reliability of ELF symbolization. Delivered a targeted crash-prevention fix by adding boundary checks during ELF section iteration, aligning with existing safeguards elsewhere in the codebase. This work enhances robustness against malformed binaries and reduces production crash surface while maintaining existing performance characteristics.
November 2025 (facebook/folly): Focused on stabilizing Python 3.12 stack-walking support and improving cross-version compatibility. Implemented Python312StackWalker with a Take 2 scope to unblock Python 3.12 apps, including targeted changes to weak references and types to reduce build errors. The initial broader integration was rolled back to avoid Python 3.13/3.14 issues, followed by a narrower, safer Take 2 rollout that preserves stability while enabling downstream app upgrades. Result: fewer crashes in Python stack walking and a clearer upgrade path for Python users.
November 2025 (facebook/folly): Focused on stabilizing Python 3.12 stack-walking support and improving cross-version compatibility. Implemented Python312StackWalker with a Take 2 scope to unblock Python 3.12 apps, including targeted changes to weak references and types to reduce build errors. The initial broader integration was rolled back to avoid Python 3.13/3.14 issues, followed by a narrower, safer Take 2 rollout that preserves stability while enabling downstream app upgrades. Result: fewer crashes in Python stack walking and a clearer upgrade path for Python users.
June 2025: Focused stability improvement for folly's heap profiling path with Python 3.12. Implemented a thread-local frame object to prevent crashes during PyStack walking caused by null thread state, delivering a robust heap profiling experience and improving cross-version reliability. Commit referenced: 5ba18f6a97ad730420d61a203c6698efe0895077 (Fix Crashy PyStack Walking in Python 3.12, S516843).
June 2025: Focused stability improvement for folly's heap profiling path with Python 3.12. Implemented a thread-local frame object to prevent crashes during PyStack walking caused by null thread state, delivering a robust heap profiling experience and improving cross-version reliability. Commit referenced: 5ba18f6a97ad730420d61a203c6698efe0895077 (Fix Crashy PyStack Walking in Python 3.12, S516843).
2024-11: Delivered PIE support for the ELF symbolizer in facebook/folly by introducing a new ElfDyn type to properly handle dynamic sections. This enables accurate symbolization of PIE binaries, improving debugging reliability in production. No major bugs fixed this month. Overall impact: faster issue diagnosis for modern ELF apps and stronger developer productivity. Technologies/skills demonstrated: C++, ELF internals, dynamic sections, symbolizer architecture, and code-level changes verified via commit a5443ac1f9d05bec6c539c5d4a745fe0a5a87863.
2024-11: Delivered PIE support for the ELF symbolizer in facebook/folly by introducing a new ElfDyn type to properly handle dynamic sections. This enables accurate symbolization of PIE binaries, improving debugging reliability in production. No major bugs fixed this month. Overall impact: faster issue diagnosis for modern ELF apps and stronger developer productivity. Technologies/skills demonstrated: C++, ELF internals, dynamic sections, symbolizer architecture, and code-level changes verified via commit a5443ac1f9d05bec6c539c5d4a745fe0a5a87863.

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