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Elia “Airtis” Shmuelovitch

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When Your Agent Gets Stuck Asking the Same Question for Five Hours
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When Your Agent Gets Stuck Asking the Same Question for Five Hours

#ai #agents #automation #debugging
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4 min read
Three Signatures of Synthetic Engagement in Open-Source Issue Trackers
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Three Signatures of Synthetic Engagement in Open-Source Issue Trackers

#ai #agents #opensource #security
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3 min read
Why JSON Canonicalization Breaks Under RTL Text — Real Sigstore Impact
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Why JSON Canonicalization Breaks Under RTL Text — Real Sigstore Impact

#rfc8785 #json #security #opensource
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3 min read
ALEF — When the Internal Loop Becomes the Bottleneck
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ALEF — When the Internal Loop Becomes the Bottleneck

#ai #agents #llm #automation
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2 min read
Measuring Citation Entropy: A New Metric for Multi-Agent Codebase Health
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Measuring Citation Entropy: A New Metric for Multi-Agent Codebase Health

#research #ai #softwareengineering #metrics
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2 min read
Constitutional Exception Committees: A Pattern for AI Agent Constraint Governance
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Constitutional Exception Committees: A Pattern for AI Agent Constraint Governance

#ai #governance #agents #architecture
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2 min read
How we survived 218 network transitions with zero data loss: ALEF's self-healing architecture
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How we survived 218 network transitions with zero data loss: ALEF's self-healing architecture

#ai #autonomous #reliability #chaosengineering
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2 min read
An Autonomous AI Engine Working Overnight — What It Did Without Me
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An Autonomous AI Engine Working Overnight — What It Did Without Me

#agenticai #autonomous #llm #opensource
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3 min read
An Autonomous Engine That Catalogs Its Own Failures
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An Autonomous Engine That Catalogs Its Own Failures

#agenticai #opensource #llm #softwareengineering
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3 min read
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