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Emily Shepherd

PROFILE

Emily Shepherd

Worked on the derailed/cilium and DataDog/cilium repositories, focusing on backend development and system resilience using Go, Kubernetes, and BPF. Addressed endpoint lifecycle stability by implementing a fix that unlocks endpoints during IPIdentitySync failures, preventing deadlocks and improving reliability in transient network conditions. Developed namespace-aware EndpointSlice naming to avoid cross-namespace collisions, enhancing load balancer reliability and correctness. Contributed regression tests to ensure collision-free behavior and updated documentation to clarify kernel configuration requirements, specifically CONFIG_BPF_EVENTS, supporting accurate user setup. Emphasized robust error handling, thorough testing, and clear documentation to strengthen code quality and facilitate safer feature adoption for future changes.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

4Total
Bugs
1
Commits
4
Features
2
Lines of code
111
Activity Months2

Work History

January 2026

3 Commits • 2 Features

Jan 1, 2026

January 2026 — DataDog/cilium: Delivered two features that strengthen load balancer reliability and improve user setup, complemented by regression tests and documentation updates. No major bugs fixed this month; focus remained on stability, correctness, and developer onboarding.

April 2025

1 Commits

Apr 1, 2025

April 2025 monthly summary for derailed/cilium: focused on stabilizing endpoint lifecycle during IPIdentitySync failures. Delivered a critical bug fix to unlock endpoints when the host IP is unavailable, preventing deadlocks caused by IPIdentitySync errors and improving resilience to transient network issues. No new user-facing features released this month; the change strengthens reliability and service continuity across environments.

Activity

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Quality Metrics

Correctness95.0%
Maintainability95.0%
Architecture95.0%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

GoYAMLreStructuredText

Technical Skills

BPFBackend DevelopmentError HandlingGoKubernetesLoad BalancingSystem ResilienceTestingdocumentationkernel configuration

Repositories Contributed To

2 repos

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

DataDog/cilium

Jan 2026 Jan 2026
1 Month active

Languages Used

GoYAMLreStructuredText

Technical Skills

BPFBackend DevelopmentGoKubernetesLoad BalancingTesting

derailed/cilium

Apr 2025 Apr 2025
1 Month active

Languages Used

Go

Technical Skills

Backend DevelopmentError HandlingSystem Resilience