I am building AI Society România, practical AI agents, and automation systems for real businesses. This site is a public ledger of useful shipped work, structured almost like karpathy.ai.
Building AI Society România and practical AI agent systems — Focused on helping Romanian builders, founders, freelancers, and operators move from AI curiosity to shipped tools, automations, and agents.
AI agents for business operations — Built and operated workflows around Magic Salon, OpenClaw, Hermes, voice agents, recruitment, Shopify, Meta ads, and internal automation systems.
Business, growth, and software leverage — Compounded practical knowledge across Romanian SMB operations, marketing, development, automation, and AI-native execution.
AI-assisted workflow for Google Maps review responses, with approval gates for normal cases and escalation paths for sensitive feedback.
Proof: Turns repetitive review handling into a safer operating loop: faster drafts, consistent voice, and human control where reputation risk is high.
AI-assisted CV triage and scoring workflow that helps organize candidates, summarize fit, and support recruiting follow-up operations.
Proof: Makes candidate review more structured and reduces manual sorting while keeping final hiring decisions human-owned.
Automation-assisted reporting and audit workflows for checking operational data, surfacing anomalies, and producing clearer internal summaries.
Proof: Creates repeatable evidence loops for internal decisions instead of relying on one-off manual checks.
Structured workflows and automation support for Shopify operations, store setup, policy checks, regional setup, and launch coordination.
Proof: Reduces forgotten setup work and turns store operations into a repeatable checklist-driven system.
Acts as Isac's personal operator assistant: context router, tool user, coding partner, research assistant, and execution loop. Used for: Planning, coding, repo work, business ops, Second Brain lookup, recurring checks, and turning vague intent into working artifacts.
Delegates work to specialized agents and turns one operator into a coordinated execution factory. Used for: Specialist tasks, PR work, QA loops, backlog execution, agent reviews, and repeatable operating procedures.
Help create scripts, research angles, maintain a content backlog, generate captions, and repurpose build logs into posts. Used for: Short-form scripts, daily content cards, captions, creator research, content calendars, and community-building assets.
Supports candidate screening and recruiting operations with structured summaries and fit signals. Used for: Recruiting pipelines, candidate triage, shortlists, HR follow-up preparation, and structured screening.
Tests, debugs, and improves voice AI receptionist behavior before or after production incidents. Used for: Voice agent quality, receptionist flows, appointment handling, incident debugging, and production-readiness checks.
