I've been building an autonomous penetration-testing agent — an LLM driving real tools (nmap,...
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What stress-testing a calculator for AI agents taught me about independent reference data, mutation gates, and sources of truth whose authority can be revoked by evidence.
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Your laptop is a rental. Your cloud is someone else's computer. It's time to build something that is...
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How gen_ai.invoke_agent spans revealed one tool was dumping 7x more output than its siblings. The fix: pagination + a token budget guard. 42% output reduction, 21% faster agent.
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In March, the CEO of a research lab with zero products closed a $1.03 billion seed round — the...
