Wavemaker Blog
Page 11 of 18
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Idempotency Keys and Webhooks for Generative Media APIs
Why POST retries must not double-charge credits, how Wavemaker's Idempotency-Key and signed kernel_run webhooks work, and patterns for batch jobs, approval gates, and training jobs.
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Publish Your AI Workflow as an App: From Private Graph to /w/{slug}
Publishing compiles your WorkflowSpec, freezes a version, runs moderation, and lists a Hub app at /w/{slug} with JSON Schema inputs, estimates, remix lineage, and Open or Premium economics.
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How to Pick the Right LoRA Epoch (Not the Last One)
Wavemaker saves every training epoch with comparable sample grids—here is how to choose a checkpoint that generalizes instead of overfitting your dataset.
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ComfyUI JSON Formats Explained: API vs UI Save (and What Imports)
ComfyUI API JSON vs UI save JSON — structure, widgets, links, and what Wavemaker's importer reads. PNG metadata is a third path. Transpile-only; custom nodes are not executed.