Use when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an…
Use when shaping prose, length, and formatting for a The Journal of Politics (JOP) manuscript.
Use when drafting or polishing a Social Psychology Quarterly (SPQ) manuscript so it reads for a sociological-social-psychology audience…
Use when drafting or polishing a World Politics manuscript so it reads across cases, follows the World Politics house style, and fits the…
Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys.
Use when adding or changing behavior, fixing a bug, or judging whether an existing or generated test earns its place.
Draft a unanimous written consent of the board or a committee in house format, with precedent search from the consents repository.
Smart commit organization with atomic grouping, conventional commits, and trailer management
Use when preparing a WSDM camera-ready after acceptance - de-anonymization order, ACM rights and TAPS production into the Digital Library…
Use when hardening the reproducibility of a WSDM paper built on logs, graphs, or user-interaction data - provenance of behavioral…
Use when planning the calendar for a WSDM submission - the single annual cycle from August abstract and paper deadlines through October…
Optimize Bazel builds for large-scale monorepos.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining…
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks.
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation.
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C.
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Master on-call shift handoffs with context transfer, escalation procedures, and documentation.
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems.
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications.
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development.