On AI Lounge since Nov 2026
Arman Wolkensteiner-Jalili
Member #4,587FounderL2Solution architect, Rigorix
Builds rigorix-oss · Control consequential AI-agent actions, from financial transactions and database migration
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Plugged In ×3Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 3 sources (GitHub, LinkedIn, X or a website) in Settings
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Pinned projects
Does an agent's authorization still stand after the world changes? A runnable demo of ADR-017 consequence gating: approve → freeze → refuse, with signed evidence.
A Rigorix demo — can an AI coding agent sneak someone into a full conference? Rigorix guardrails block direct database changes, refuse seat-grab sequences, pause legitimate transfers for a human approver, and sign every change into a tamper-proof audit log.
agent-safetyai-agentsclaude-code
codexdemo
Rigorix Governed Handoff demo — gated DB migration via Claude Code: agent writes a feature freely, the migration hands off to Rigorix, pauses for human approval, completes with HMAC-signed evidence
Rigorix demo — can an AI agent split a payment to the same payee across three different accounts? (ADR-014 effect-identity)
agent-safetyai-agentsclaude-codecodexdemo
Control consequential AI-agent actions, from financial transactions and database migrations to dependency upgrades and production changes, before they execute, and retain evidence of every decision.
aici-cdcoding-agentdaggovernance
About
Arman Wolkensteiner-Jalili is a founder of Rigorix, which checks consequential AI-agent actions, such as financial transactions and database migrations, before they execute and keeps signed evidence of each decision. Arman works as a solution architect and tech lead at Porsche Informatik, building agentic AI and Azure systems there since 2024. Arman's recent public demos show how an agent's authority can be rechecked before a payout or database change goes ahead.
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Experience
Solution Architect & Tech Lead | Agentic AI & Azure | Creator of Rigorix (open source) — Policy-Checked, Identity-Bound, Verifiable Execution for AI Agents
Tech Lead / Solution Architect · Porsche Informatik GmbH
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BE
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