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Every article the Worksi blog has published on debugging is listed here, newest first.
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Illustration made with AIA tool call fails validation after a server update. Before blaming a cache or retrying, compare what the server serves, what the client received and what the model was given. A side-effect-free test, a diagnosis table and a safer way to roll out schema changes.
Illustration made with AIWhen an MCP tool result looks truncated in an agent, find the boundary first. A synthetic tool with numbered chunks and a digest sentinel tells server, protocol, transport, host, provider request and provider context apart, and says when the honest verdict is inconclusive.
Illustration made with AIA span missing after an async handoff may not have been created, ended, sampled, given the right parent or delivered. Each leaves different evidence. Log the carrier, the extracted context and the created span at every hop with synthetic data before you change instrumentation.