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⚡ AI Lessons
Dev.to · mech.app
14h ago
Where Security Fits in an AI Agent Stack: NVIDIA's Layer-by-Layer Threat Model
NVIDIA's official security framework for agent stacks shows where traditional AppSec breaks and how to enforce boundaries across orchestration layers.
Dev.to · mech.app
1d ago
Ruflo: Meta-Harness Architecture for Multi-Framework Agent Orchestration
When you run five different agent frameworks in production, the plumbing problem is not the...
Dev.to · mech.app
1d ago
Activepieces: Self-Hosted Workflow Orchestration Plumbing
Activepieces is a YC S22 MIT-licensed workflow automation platform that runs on your infrastructure....
Dev.to · mech.app
1d ago
ADOP: Multi-Agent Orchestration for Bronze-to-Gold Data Pipelines
AWS published ADOP (Agentic Data Operations Platform) as a production reference architecture on...
Dev.to · mech.app
1d ago
Bounded Agents: How Delegation Security Prevents Multi-Agent Systems from Escalating Privileges
When Agent A delegates to Agent B, which spawns Agent C, who gets to read your S3 bucket? Traditional...
Dev.to · mech.app
1d ago
Agent Payment Architecture: Why Autonomous Transactions Need New Primitives Beyond Human Checkout Flows
Every payment system in production today assumes a human will click "confirm." That assumption lives...
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