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The usual advice for agent-ready data is add context, add metadata, add lineage. Tool-calling reliability improves faster when you delete the overlapping fields instead.
August 31, 2026 AI AgentsOpenAI's Ultrafast tier hits 750 output tokens/sec on Cerebras hardware. Whether that changes your agent's wall-clock time depends on one ratio you can measure in 20 lines of Python.
August 14, 2026 AI AgentsMeta's Muse Glimmer is 30B params under Apache 2.0 and ships with no documented tool-call schema. Three concrete audit steps to run before it touches your agent stack.
August 10, 2026 AI AgentsPer-call RBAC can't say "deny this refund because a cancellation already happened." Sequence-aware authorization for AI agents is two Postgres tables and one plpgsql function.
August 10, 2026 AI AgentsPublic leaderboards score tool calling on clean synthetic schemas, not the nested mess your MCP server exposes. Here's the ~50-line Python harness that settles the debate on your own stack.
June 19, 2026