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    bug-ops/README.md

    Hi, I'm Andrei

    Rust Performance Engineer | AI Tooling Architect

    I build high-performance systems that solve real problems. My work spans from SIMD-accelerated parsers to AI agent infrastructure—always with a focus on measurable impact.

    Open Source Contributions

    Core contributor to foundational AI infrastructure:

    ProjectContributions
    modelcontextprotocol/rust-sdkElicitation support, context-aware completionRust
    restatedev/restateShell completion for restatectlRust
    zed-industries/extensionsDeps extensionRust

    AI Agent Infrastructure

    Note

    Tools that make AI agents cheaper and smarter.

    ProjectWhat it doesImpact
    mcp-executionMCP servers → standalone TypeScript tools98% token savingsRust
    claude-plugins8 specialized Rust agents for Claude CodeFull dev lifecycle coverageShell
    codex-pluginsPortable Codex plugin monorepoReusable developer workflowsCodex
    mcplsMCP ↔ LSP bridgeSemantic code intelligence for AIRust
    pjsPriority JSON Streaming + SIMD6x faster than standard parsersRust
    tap-mcp-bridgeVisa TAP + MCP integrationSecure payment auth for AI agentsRust
    zephExtensible AI agent runtime with local LLMPluggable skills + multi-channelRust

    Tip

    Start with mcp-execution it's the foundation for token-efficient AI workflows.

    High-Performance Parsers

    Note

    When standard libraries aren't fast enough.

    ProjectWhat it doesImpact
    exarchMemory-safe archive extraction, TAR/ZIPZero CVEs · replaces vulnerable libsRustPythonNode.js
    fast-yamlYAML 1.2.2, zero unsafe, built-in linter14x faster than PyYAMLRustPythonNode.js
    feedparser-rsRSS/Atom/JSON Feed + all extensions213 MB/s · 94x fasterRustPythonNode.js
    pyhdb-rsSAP HANA driver with Arrow + asyncPolars/pandas integrationRustPython
    scrape-rsHTML parsing + CSS selectors, SIMD50x faster than BeautifulSoupRustPythonNode.js

    Important

    All have Python bindings — drop-in replacements for existing code. exarch, fast-yaml, feedparser-rs, and scrape-rs also have Node.js bindings.

    Developer Tools

    Note

    Tools I wish existed.

    ProjectWhat it doesImpact
    deps-lspUniversal dependency management LSPCargo + npm + PyPIRust
    deps-zedZed extension for deps-lspVersion hints + diagnosticsRust
    helix-trainerFSRS spaced repetition for Helix30% fewer reviews than AnkiRust

    Archive

    Note

    Completed projects no longer in active development.

    ProjectWhat it was
    vkteams-botVK Teams Bot ecosystem: CLI + MCP + vector storageRust
    vkteams-bot-cljVK Teams Bot implementationClojure

    Metrics

    Building infrastructure for AI agents that doesn't waste context on ceremony.

    View All Projects →

    Pinned Loading

    1. helix-trainerhelix-trainerPublic

      🎮 Master Helix editor keybindings through interactive practice. Scenarios, arcade mode, quests & streaks. Build muscle memory the fun way.

      Rust 84 2

    2. zephzephPublic

      A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning …

      Rust 55 4

    3. mcp-executionmcp-executionPublic

      🚀 Generate executable TypeScript tools from MCP servers with 98% token savings. Progressive loading pattern for AI agents. Production-ready.

      Rust 46 3

    4. mcplsmcplsPublic

      Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents

      Rust 59 15

    5. deps-lspdeps-lspPublic

      Universal LSP server for dependency management — autocomplete, version hints, and diagnostics for Cargo.toml and package.json. Supports Zed, Neovim, Helix.

      Rust 19 1

    6. claude-pluginsclaude-pluginsPublic

      🤖 Specialized plugins for Claude Code CLI with expert AI agents. 🦀 Rust plugin included: agents for architecture, development, testing, performance, security, code review, and CI/CD. Extensible for…

      Shell 11