June 8, 2026
Self-host the MinerU API on RunPod
Evaluate a move from the MinerU cloud API to RunPod Serverless with a compatibility client, documented gaps, and an explicit infrastructure data path.
Blog
Measured notes on running MinerU document parsing on RunPod Serverless — cost, cold starts, output shapes, and observability.
June 4, 2026
Structure MinerU output into a document tree
Turn MinerU content_list.json into a cross-linked Markdown tree with explicit rendering rules and two independent verification signals.
June 3, 2026
Batch a 5,039-page PDF with MinerU
A measured 5,039-page MinerU run using clause-boundary batches, R2 output, and mechanical checks for gaps and overlaps.
June 3, 2026
Fix RunPod's 'no resources' error
RunPod's 'no resources to deploy your pod' is a transient capacity error, not your image. Retry with a commit (Serverless) or a release (Hub).
May 26, 2026
OpenTelemetry: send MinerU logs to Axiom
Send mineru-runpod logs, traces, and metrics to three signal-specific Axiom datasets with OTLP/HTTP environment variables.
May 26, 2026
RunPod FlashBoot: a four-request test
Four measured RunPod cold starts show a host-and-image-scoped restore pattern: about 7 seconds on a reused context and 110 on a fresh host.
May 20, 2026
RunPod 20 MB cap: fix NoneType with R2
Fix RunPod NoneType errors after a successful large parse by sending mineru-runpod output to Cloudflare R2 with transport: s3.
May 19, 2026
Serverless MinerU on RunPod: cost math
Measured MinerU costs on RunPod Serverless: about $0.001 per warm page, a $0.03 fresh-host startup, and the workloads where that trade fits.