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sly-the-fox

I build the trust layer for AI agents. Creator of Sigil Notary — hash-chained audit trails with Ed25519 signatures. Architecture consulting for multi-agent systems.

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The 5th Agent Orchestration Pattern: Market-Based Task Allocation
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The 5th Agent Orchestration Pattern: Market-Based Task Allocation

#ai #agents #architecture #distributedsystems
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4 min read

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Got My 39-Agent System Audited Live. Here's What the Maturity Scorecard Revealed.
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Got My 39-Agent System Audited Live. Here's What the Maturity Scorecard Revealed.

#ai #multiagent #architecture #agents
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5 min read
MCP's Topology Is Changing Under Your Feet
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MCP's Topology Is Changing Under Your Feet

#mcp #architecture #security #ai
3
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4 min read
Your Multi-Agent System Has a Routing Problem
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Your Multi-Agent System Has a Routing Problem

#ai #agents #architecture #python
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4 min read
Your Multi-Agent System Is a Black Box You Built Yourself
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Your Multi-Agent System Is a Black Box You Built Yourself

#ai #agents #architecture #observability
6
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4 min read
Your Multi-Agent System Has an Identity Problem
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Your Multi-Agent System Has an Identity Problem

#ai #agents #security #python
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3 min read
Your AI Agents Need an Accountability Layer
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Your AI Agents Need an Accountability Layer

#ai #agents #security #python
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4 min read
Your Multi-Agent System Has a Memory Problem
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Your Multi-Agent System Has a Memory Problem

#ai #agents #architecture #python
1
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4 min read
I Built Cryptographic Audit Trails for AI Agents. Here Is Why.
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I Built Cryptographic Audit Trails for AI Agents. Here Is Why.

#ai #security #opensource #mcp
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3 min read
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