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PyTorch5 min read

DeepSeek Flash v4.1 πŸ€–, Siri AI πŸ“±, Anthropic AI economics πŸ“ˆ

Bad tool calls, malformed output, and token spend you cannot account for. Agent tracing shows all of it. Serge from Sentry instruments three agents live: a chatbot in an ecommerce store, a custom Slack agent, and a GitHub Action that reviews PRs.

By TLDRTLDR AI

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Originally published by TLDR AI on Sep 10, 2026.

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