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Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx2Achievement: YOLO

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@codegraph-ai

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anvanster/README.md

Andrey Vasilevsky

I build the infrastructure AI coding agents need to work on real codebases — structured code understanding, persistent memory, context economy, and architectural constraint. Twenty years in enterprise infrastructure; currently a validation engineer working on VMware and Linux network driver certification.

Projects

Project What it does
CodeGraph Semantic graph of your codebase — functions, classes, imports, call chains — exposed as 42 MCP tools across 38 languages. One Rust binary serving MCP and LSP; VS Code extension, JetBrains plugin, npm package, GitHub Action.
Tempera Episodic memory for coding agents. Captures sessions as episodes, retrieves them by semantic search, and uses reinforcement learning to surface what actually helped.
Smelt Semantic version control over Git. Record the intent, get a semantic delta — functions changed, breaking signatures, dependency impact — validated against architectural rules before commit.
Crucible Architecture validation for AI-generated code. Checks implementations against a machine-readable system definition to catch drift before it lands.
Compressor Token reduction for Copilot agent mode. Compressed reads, searches, and outlines as Language Model Tools, with recoverable expansion markers and a local savings ledger.

All Rust unless noted. Apache-2.0.

Security research

  • CVE-2026-50163 (High) — link-following path traversal in oras-go tar extraction. CNCF ORAS project; fixed in 2.6.2.
  • CVE-2026-47699 — escaping hardlink during OCI image unpacking in Confidential Containers image_rs; fixed in 0.20.0.
  • Microsoft Security Response Center — bounty awarded, researcher recognition Q2 2026.

Elsewhere

CodeGraph · LinkedIn

English · Russian · Hebrew

Pinned Loading

  1. crucible crucible Public

    Architecture validation framework that prevents drift and compliance violations in AI-generated code. Define your system in machine-readable JSON, validate before implementation. Catch HIPAA violat…

    Rust 5 2

  2. tempera tempera Public

    MemRL: MCP Server for Self-Evolving Agents via Reinforcement Learning on Episodic Memory

    Rust 6 4

  3. compressor compressor Public

    Reduce token usage in AI coding agents (Claude Code, Copilot, Cursor) with mode-switchable instruction packs and tool-output compression hooks — with a benchmark harness that measures the savings. …

    TypeScript 1

  4. smelt-svc smelt-svc Public

    Git Layer That Reads Your Mind

    Rust

  5. codegraph-ai/CodeGraph codegraph-ai/CodeGraph Public

    CodeGraph builds a semantic graph of your codebase — functions, classes, imports, call chains — and exposes it through 42 MCP tools, 38 languages, a VS Code extension, and a persistent memory layer…

    C 127 24

  6. codegraph-ai/codegraph-rules-for-agents codegraph-ai/codegraph-rules-for-agents Public

    Pre-configured rule files for AI coding agents to use CodeGraph effectively.

    3 1