Portfolio
AI agents and automations we build with Claude Code, plus the AI security work behind them.
We run our own company on a 200+ component agent system built with Claude Code, so what we ship for clients is what we already operate in production.
Challenge
Run company operations end to end (admin, invoicing, marketing, monitoring) without a large team.
Approach
Specialized sub-agents, hooks that gate quality, MCP integrations, evaluation sets, audit trails, and automated tests.
Outcome
Runs 24/7 in production. The same patterns become your build.
Tech Stack
How we assess external security and AI-threat posture before procurement or funding due diligence. Passive reconnaissance only, no active pentest.
Challenge
Know your exposure and AI-specific risks before someone else finds them.
Approach
DNS, web app, email security, code and data exposure, an AI and ML threat model, and EU AI Act posture.
Outcome
A 15 to 30 page report plus a prioritized remediation roadmap.
Tech Stack
How we take an AI system from unclear to audit-ready against the EU AI Act.
Challenge
Know if your system is in scope and what you must do before the deadlines.
Approach
Risk classification (Annex III and Article 50 transparency), gap analysis, documentation and audit-trail setup.
Outcome
A clear classification and an audit-ready action plan.
Tech Stack
Active collaboration with UTCB (Technical University of Civil Engineering Bucharest) on AI, MLOps, and EU AI Act programs and internships.
Challenge
Keep our methods current with research and build a talent pipeline.
Approach
Joint work on study programs and a structured internship.
Outcome
Ongoing public partnership.