Yikai-Liao/symusic

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows.

Yikai-Liao/symusic

Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural concerns, then…

Yikai-Liao/symusic

Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques.

Yikai-Liao/symusic

Create and publish distributable scientific Python packages following Scientific Python community best practices.

Yikai-Liao/symusic

Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesis-driven methodology to isolate and resolve bugs.

Yikai-Liao/symusic

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

Yikai-Liao/symusic

Set up and maintain documentation for scientific Python packages.

Yikai-Liao/symusic

Configure and use automated code quality tools (ruff, mypy, pre-commit) for scientific Python projects.

Yikai-Liao/symusic

Write and organize tests for scientific Python packages using pytest.

Yikai-Liao/symusic

Encodes symusic's engineering taste across C++ core, nanobind bindings, and Python-facing APIs.

Yikai-Liao/symusic

Decision framework for selecting and evolving third-party dependencies in symusic across C++, Python packaging, bindings, testing, and docs.

Yikai-Liao/symusic