How to benchmark an AI security architecture review without grading the prose
A reproducible evaluation method for evidence coverage, citation validity, decision usefulness, isolation, replayability, and measured cost.
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Architecture,
explained.
Practical ideas about connected systems, architectural evidence, and the human decisions behind them.
Yasser TahiriCEO, HyperoruProduct thinking and engineering perspectives from Yasser Tahiri, CEO of Hyperoru.
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Governed model routing for security agents: provider choice without ambient authority
Learn how to separate model capability from evidence access, tool authority, retention, caching, and cost attribution for secure agent workflows.
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Use MCP as an evidence gateway, not an unrestricted agent back door
A secure pattern for API-key authentication, ZIP ingestion, structured evidence, provenance, and bounded audit actions through MCP.
Read articleAI agent security architecture: boundaries before autonomy
A practical strategy for tool access, context provenance, human approval, telemetry, and cost controls in multi-agent systems.
Read articleHow to publish security and privacy controls without turning trust into marketing theatre
A practical method for connecting public trust claims to implementation evidence, known boundaries, upstream tools, and honest release gates.
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