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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:

Project Contributions
modelcontextprotocol/rust-sdk Elicitation support, context-aware completion Rust
restatedev/restate Shell completion for restatectl Rust
zed-industries/extensions Deps extension Rust

AI Agent Infrastructure

Note

Tools that make AI agents cheaper and smarter.

Project What it does Impact
mcp-execution MCP servers → standalone TypeScript tools 98% token savings Rust
claude-plugins 8 specialized Rust agents for Claude Code Full dev lifecycle coverage Shell
codex-plugins Portable Codex plugin monorepo Reusable developer workflows Codex
mcpls MCP ↔ LSP bridge Semantic code intelligence for AI Rust
pjs Priority JSON Streaming + SIMD 6x faster than standard parsers Rust
tap-mcp-bridge Visa TAP + MCP integration Secure payment auth for AI agents Rust
zeph Extensible AI agent runtime with local LLM Pluggable skills + multi-channel Rust

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.

Project What it does Impact
exarch Memory-safe archive extraction, TAR/ZIP Zero CVEs · replaces vulnerable libs RustPythonNode.js
fast-yaml YAML 1.2.2, zero unsafe, built-in linter 14x faster than PyYAML RustPythonNode.js
feedparser-rs RSS/Atom/JSON Feed + all extensions 213 MB/s · 94x faster RustPythonNode.js
pyhdb-rs SAP HANA driver with Arrow + async Polars/pandas integration RustPython
scrape-rs HTML parsing + CSS selectors, SIMD 50x faster than BeautifulSoup RustPythonNode.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.

Project What it does Impact
deps-lsp Universal dependency management LSP Cargo + npm + PyPI Rust
deps-zed Zed extension for deps-lsp Version hints + diagnostics Rust
helix-trainer FSRS spaced repetition for Helix 30% fewer reviews than Anki Rust

Archive

Note

Completed projects no longer in active development.

Project What it was
vkteams-bot VK Teams Bot ecosystem: CLI + MCP + vector storage Rust
vkteams-bot-clj VK Teams Bot implementation Clojure

Metrics


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

View All Projects →

Pinned Loading

  1. helix-trainer helix-trainer Public

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

    Rust 78 2

  2. zeph zeph Public

    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 41 4

  3. mcp-execution mcp-execution Public

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

    Rust 47 3

  4. mcpls mcpls Public

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

    Rust 44 10

  5. deps-lsp deps-lsp Public

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

    Rust 17

  6. claude-plugins claude-plugins Public

    🤖 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