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Choose the safest next action after an API, MCP, or agent failure before retrying.
Resolve a company domain to Instagram, Threads and Facebook accounts and counts.
Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.
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Devil's-advocate QC API for AIs: post a decision, get strongest counter-argument. 0.1 USDT/call
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Defensive Shodan search and host intelligence MCP using customer-provided SHODAN_API_KEY for
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Executable architecture governance: an unevaluated rule is reported as a failure, never a pass.
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