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Trace the item. Check the actual request. Keep the proof with the fix. Read the native repair and before/after checks.
US$650 customer-route audit & repair · US$199 single-fault option. Scope and payment terms agreed first. Send a route brief.
- Threadbare — Follow a saved n8n child call, inspect raw evidence and download a report. Files stay in your browser. Source.
- n8n-check — Test the real n8n engine, or inspect saved parent/child item links locally. One-minute first case and native reports show a passing output and a caught regression. GitHub Action / Source.
- SourceBind — Bind one job’s current local JSON in one Hermes profile, checking customer IDs before one selected registered tool runs. v0.1.2 is in the Hermes plugin catalog. The 71-second demo uses fictional customers and recorded real Hermes calls. Install plugin / Watch native demo.
Vesuvius: native AFV evaluation. Benchmark native papyrus-fiber archives against original manual graphs. The preregistered two-ROI study separates raw and cleaned operating points, architecture controls and DP-specific effects, with complete native family checks. Prospective pipeline study / current-emitter transfer audit / native V4 and typed ObjectStore handoff.
Hutter: learning to compress. CPU neural learning and causal priors for lossless compression. Reproduce completed coded studies, including negative results, and inspect the prepared-stream restoration of the original 1 GB input. Read the research.
CPU numerical controls: ONNXRuntime: author-confirmed ARM64 parity · BF16-to-FP8 precision and snapshot swaps with measured scratch and latency. Have a CPU model/runtime mismatch? US$150 CPU parity diagnosis: two pinned configurations, measured differences and a rerunnable report. Send a minimal repro and deadline.
FHERMA ByteCRT: exact wide-polynomial GPU. Stream 128 independent products through four bounded slots. Native whole-call latency falls from 291.519 to 89.809 ms (69.19%); the official three-fresh-seed result passes 3/3 exact at 89.648935 ms. CPU packing, transfers, GPU work and the complete owned result stay timed. Official B128 result / pinned streaming source. The legacy two-point result retains 40/40 exact at 20 seeds per point.