TWIN LAB / 001
See the work happen.
A real image pipeline. A synchronized process model.
01 / INPUT
Make something smaller.
Choose artwork and an output width. The service resizes it into a downloadable PNG.
320 × 320 px · PNG · aspect ratio preserved
Uses these sample assets only. Results are saved to this browser’s private demo session, up to 100 jobs. Clearing cookies loses access.
02 / PROCESS MODEL
PIXELNERD Image Pipeline
The blocks represent stages in the actual service. Select one to inspect its role.
Measured events
- Run a job to see its server timestamps.
Events reflect completed stages, not a timer. Network delivery may group fast events. Replay is slowed for inspection. No queue or hardware telemetry is represented.
03 / OUTPUT
The result is real.
Same artwork. New dimensions.
Download PNG ↓Your recent jobs
No completed jobs yet.
WHAT IF / ESTIMATE
What if we processed more?
Estimate compute time for repeated copies of the selected job, processed sequentially. Based on matching jobs you have actually run.
This is an estimate, not a load test. It excludes network, storage, queuing, and concurrency effects.
What makes this a process-twin prototype?
The counterpart is the running pixelnerd-image-pipeline-v1 service. Its defined processing stages generate events that update this model. Each stored job keeps the measured timings and output together. The 3D arrangement is a process schematic, not the physical layout of a server.
The workload estimate multiplies the median compute time of matching completed jobs by the requested count. It has not been validated for production load forecasting. This prototype models job state and timing only; it does not model the full infrastructure or promise an accuracy percentage.