# Selected projects

Editorial storefronts, agent evaluation tools, and local middleware by Shyamalan Kannan.

## morrow: storefront with local recommendations

Aug 2026. An editorial ecommerce storefront. A local ranker shapes Picks from browsing behavior. No LLM API and no hosted recommendation service.

Stack: React · TypeScript · FastAPI · SQLite WAL · sparse NMF

- [GitHub](https://github.com/Yabuku-xD/Morrow)

## bread: local middleware for coding agents

Ongoing. A local Rust layer for coding agents that caps file reads and search results, tracks provenance, and blocks stale edits. Includes a workspace-local index for lexical and structural retrieval. Code, indexes, and optional vectors stay on disk.

Stack: Rust · Codex CLI · tree-sitter · ripgrep-compatible search

- [GitHub](https://github.com/Yabuku-xD/bread)

## ozark: local-first agent evaluation lab

May 2026. A local-first simulation lab for AI agents. Runs adversarial scenarios and scores five deployment-readiness dimensions. Includes a Python evaluation framework for trace replay/diffing, guardrail checks, and live HTTP/stdio endpoint tests.

Stack: Python · React 19 · Vite · SQLite WAL · agent evaluation

- [Website](https://ozark-iota.vercel.app/)

## ghosted: visa-aware job intelligence platform

Mar 2026. A visa-aware job intelligence platform serving 119k+ H-1B records, 23k+ company profiles, 9k+ salary entries, and 4.4k+ live job listings.

- [GitHub](https://github.com/Yabuku-xD/Ghosted)