» Tag
tool-calling
4 postsAI Agent Runtime Policy: Stop Dangerous Tool Calls Before They Execute
A runtime policy layer stops AI agents from calling dangerous tools in production: risk tiers, delegation scopes, and argument validation explained.
Probelock: A Lockfile for LLM Tool-Calling Capabilities
Probelock measures an LLM's tool-calling capabilities with deterministic tests and halts CI when a model, quantization, or runtime swap causes a regression.
Deprecated Accessor Trap in AI SDK v7 Silently Erases Agent Memory
In AI SDK v7, result.response.messages now returns only the final step, silently dropping tool calls from history and crippling multi-turn agent behavior in smaller models.
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commitbrief.comLayer-First Pattern Cuts LLM Overload in Map Generation
RidgeText stores map layers server-side instead of passing raw GeoJSON to the LLM, cutting tool-call context from roughly 125,000 tokens down to about 150.