Posts
Notes to self
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Inside the Bellman loop: how value actually propagates
Published: at 07:00 PMBellman equations are usually introduced recursively, and the recursion misleads programmers. The runtime is closer to iterative graph relaxation — value sweeping backward through a state graph until it stops moving.
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Inside Microsoft Agent Framework Harness Providers
Published: at 11:00 AMAn LLM in a loop is not enough for production work. This post breaks down the six problems every agent harness must solve — working memory, shared file access, plan/execute modes, task tracking, parallel sub-agents, and tool approval — and how the Microsoft Agents Framework implements them.
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Securing MCP Pipelines with Agent Governance
Published: at 04:00 PMHow to secure Model Context Protocol (MCP) tool usage in sequential agent workflows using Supply Chain Validation and Least-Privilege Sandboxing.
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Securing Agent-to-Agent (A2A) Handoffs with the Agent Mesh
Published: at 03:00 PMHow to secure distributed multi-agent architectures using Zero-Trust Identity, IATP encryption, and Dynamic Trust Scoring in the Agent Governance Toolkit.