Aliaksei Patskevich AVP-Dev

Aliaksei Patskevich (AVPDev)

AI Solutions Architect & Systems Engineer focusing on deterministic agent orchestration, autonomous pair programming (MCP), high-load vector RAG pipelines, and disciplined software architecture.

🎯 About & Engineering Focus

I bridge high-level system architecture, hands-on AI engineering, and low-level systems programming. As the creator and architect of Pravia (enterprise AI-employee platform), creator and architect of pair-mailbox (deterministic two-agent pair programming protocol over MCP), creator of NYX Vox (zero-latency Rust & Tauri voice interface), author of agent-starter-kit, and writer of technical essays at avpdev.com/blog, my focus is transforming experimental "vibe coding" into disciplined, enterprise-grade development. By defining strict system invariants, contract-first boundaries, and automated verification loops, I build AI-native systems that are resilient, maintainable, and deterministic.

🧠 Philosophy: Zero Vibe Coding

«Controlling ideas and system invariants, not babysitting syntax.»

Systems are built around an immutable, human-designed Skeleton (data SSOT, auth context, event bus) powering isolated, AI-generated Disposable Modules that can be regenerated on demand rather than manually refactored.

┌────────────────────────────────────────────────────────┐
│                   HUMAN ARCHITECT                      │
│        Invariants │ Data Schemas │ System SSOT         │
└───────────────────────────┬────────────────────────────┘
                            │
                            ▼
┌────────────────────────────────────────────────────────┐
│                   SKELETON KERNEL                      │
│   Auth Context │ Event Bus │ pgvector / HNSW │ Queues  │
└───────────────┬────────────────────────┬───────────────┘
                │                        │
                ▼                        ▼
      [ Disposable Module A ]  [ Disposable Module B ]
         100% AI Generated        100% AI Generated

🛠️ Technology Stack & Core Competencies

Domain	Production Tools & Technologies
AI, RAG & Agents	Gemini Antigravity, Claude Code, OpenAI Codex, pgvector, HNSW, ONNX Runtime, Multi-Agent Orchestration, Model Context Protocol (MCP), Tool Calling
Autonomous & Pair AI Engineering	pair-mailbox (Zero-dependency Python 3.8+, tmux IPC, fcntl.flock), Single Writer Invariant, Cryptographically Sealed Patches, Verification Gates
Systems & Desktop	Rust 2021, Tauri 2, cpal (Audio DSP), macOS & Windows APIs, Groq Whisper / Deepgram Nova-2 / Gemini STT
Backend & Distributed	Bun 1.3+, Node.js 26 LTS, Go 1.27+, Python 3.14 (FastAPI), BullMQ, Redis, PostgreSQL, Drizzle ORM
Frontend Systems	Next.js (App Router), React, TypeScript 5.8+, Astro 7, Tailwind CSS
DevOps & Infrastructure	Docker, Coolify, Dokploy (Self-Hosted PaaS), GitHub Actions (CI/CD), Linux (Bash, Nginx)

🚀 Featured Engineering Projects & Products

🏢 Pravia (pravia.dev)

Production B2B AI-employee platform powered by enterprise knowledge base RAG. Instant customer support, lead qualification, and CRM/Telegram pipeline integrations.

🤖 pair-mailbox

Deterministic, autonomous two-agent pair programming across independent CLIs (Antigravity, Claude Code, OpenCode, Codex). Server-enforced single writer invariant, cryptographically sealed patches (SHA-256), tmux IPC, and zero external dependencies (pure Python 3 stdlib).

🎙️ NYX Vox

Sub-500ms voice-to-text interface for macOS & Windows built with Rust & Tauri 2. Verbatim AI formatting, smart VAD, and instant auto-paste into any focused app.

📦 agent-starter-kit

Production-grade AI engineering standards, verification gates, and disposable module architecture for Antigravity, Claude Code, and Copilot/Codex.

🌐 avpdev.com

High-performance personal website and engineering blog built on Astro 7, TypeScript, and Bun. Features hybrid SSR/SSG, strict security, and Docker-first architecture.

✍️ Engineering Thought & Blog

I write about deterministic AI architectures, multi-agent systems, and moving beyond raw code generation into systems thinking.
👉 Read technical essays & architecture deep-dives on avpdev.com →

⚡ Live Terminal API

Run in your terminal for real-time telemetry, ANSI graphics, and instant collaboration info:

🖥️ ANSI Cyber-Terminal Banner & Telemetry:

curl -s "https://avpdev.com/api/connect?banner=1"

🟢 Live Architect Availability Status:

curl -s "https://avpdev.com/api/connect?raw=status"

🤝 Initiate Engineering Collaboration:

curl -s "https://avpdev.com/api/connect?action=hire"

Aliaksei Patskevich (AVPDev)
AI SOLUTIONS ARCHITECT • LINKEDIN • TELEGRAM

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