Volyx Lens is a documented cross-platform Electron AI assistant with native macOS audio/OCR helpers, multi-provider routing, privacy controls, bounded task context, and substantial automated verification.

ChainScope is a documented, deployed dual-chain wallet analytics product with FastAPI, React, Telegram, resilient provider integrations, security controls, automated tests, browser coverage, CI, and Docker packaging.

Noughtline is a deployed real-time multiplayer Tic-Tac-Toe product with server-authoritative rooms, progression, economy, payments, Google linking, tournaments, and substantial automated verification.

A small but production-minded Telegram bot with durable milestone delivery, SQLite/PostgreSQL support, optional Redis controls, strong CI, and focused async tests; adoption remains limited at 4 stars.

A polished, security-conscious Vite portfolio with a Cloudflare AI assistant, reviewed evidence corpus, responsive UX, reproducible CV generation, and extensive automated tests, but limited public adoption and no CI or license.

A polished early-stage Python CLI for evidence-aware article production, with deterministic integrity gates, link safety, fingerprinting, templates, tests, and reproducible CI, but no demonstrated adoption yet.

A polished GitHub profile README presenting five named AI projects, deployed product links, and eight merged upstream contributions, but this repository itself contains no sampled implementation, tests, CI, license, or typed source.

A small but thoughtfully documented self-hosted Telegram downloader combining FastAPI, n8n, SQLite, yt-dlp, and FFmpeg, with strong security and deployment safeguards but limited demonstrated adoption and a short project history.

A documented MIT-licensed Python CLI for streaming text splitting, with constant-memory line processing and two split modes, but only one source file and no tests or CI.

A one-day HTML redesign preview with a theme initializer and a large local evaluation-report artifact, but no documented project setup, tests, CI, or typed implementation.

A one-day JavaScript portfolio preview with a generated worker, theme initialization, and a large embedded contribution/evaluation artifact, but no documented project setup, tests, CI, or license.

A one-commit, zero-star GitHub Pages preview with no sampled source files, documentation, tests, CI, license, or typed code; it appears to be a temporary portfolio-assistant deployment scaffold.