AI
When Agents Attack: Inside PyRIT’s Multi-Agent Orchestrator
·2601 words·13 mins·
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AgenticAI
Automation
Redteaming
LLM
Python
Cybersecurity
AI
Pentest
TLDR: This post shows how PyRIT’s executor enables practical multi-agent LLM red teaming by letting one model actively attack another. Using a local Ollama setup, I focus on the Multi-Turn strategy .
Microsoft Agent Framework : Workflows
·2019 words·10 mins·
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LLM
AgenticAI
Python
Workflows
Automation
AI
TLDR: Introduces Microsoft Agent Framework (Python/.NET) and focuses on workflow orchestration. Covers agent orchestration without workflows, the motivation for explicit workflows, building blocks of workflows (executors, edges), integration with Dev UI, and how MCP tools can be part of workflows.
S in MCP stands for Security - Security Mechanism in MCP framework (oAuth)
·1414 words·7 mins·
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Security
MCP
AI
LLM
Python
Focuses on security in MCP. Observes MCP’s expanded attack surface and need for robust auth. Describes updated MCP spec with OAuth 2.1 flows, OAuth resource server classification for MCP, dynamic client registration, PKCE enforcement, resource indicators, and JSON-RPC batching.