Ilyass Emssaad
PhD · AI engineer. I build tools — security, AI agents, and developer tooling for the agent era. First up: Umbra (shadow-API scanner).
eliem08
@vibesofilyass
in/ilyassemssaad
Joined March 2026
ACTOR STATS
1 public Actor
1 total user
1 monthly user
I build tools — fast. My focus: security, developer tooling, and AI-agent-native software for the way code gets written now (LLMs, MCP, autonomous pipelines). Research-trained, shipping-obsessed — I take ideas to live, not slideware.
A growing toolkit of practical, agent-ready tools. Each ships as something you can actually use — CLI, CI integration, and MCP servers so AI agents can use them directly.
🔦 Umbra — Shadow API Scanner (first release)
Finds undocumented "shadow" API endpoints and missing authentication across FastAPI, Flask, Spring Boot, and Express — before they become breaches or audit findings. CLI · CI gate (SARIF) · MCP server.
→ https://github.com/eliem08/umbra · pip install umbra-scan
More tools shipping soon.
Same theme, reusable foundations, every tool launched — not left in a folder.