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Tool Use Evaluation

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2026-05-11

Trend · Day · 2026-05-11 · Software Intelligence

Agent systems need inspectable execution before they can carry more responsibility

The strongest signal is that agents need inspectable execution and stricter task evidence. DuST uses execution-labeled candidate code as training data, Shepherd records live agent state for branching, and ComplexMCP…

Coding Agents Agent Runtimes Tool Use Evaluation Workflow Security

Idea · Day · 2026-05-11 · Software Intelligence

Agent Execution Integrity

Agent teams can move faster by adding trace, state, and provenance checks around the places where agents already fail: coding runs, MCP tool workflows, and automation workflows that mix untrusted text with secrets or…

Coding Agents Agent Runtimes Tool Use Evaluation Workflow Security