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AI applications
3 posts
Bringing AI Parsing into a Business Workflow: OCR, Structured Fields, and Human Confirmation
Starting with inquiry documents, explore the data boundaries between document recognition, model extraction, field mapping, and human confirmation so AI results can enter real business workflows.
From Incomplete JSON to Safe Retries: Guarding Streaming Agent Tool Calls
Investigate truncated Agent arguments that became an empty object, and establish observable, retryable boundaries between raw streams, structural validation, and tool execution.
Diagnosing AI API Issues: Environment Variables, Adapters, and Upstream Responses
Trace requests through the browser, application process, model adapter, and provider to distinguish configuration loading, request failures, and abnormal stream endings.