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WildEdge

⛰️ Know where your AI struggles in the real world.

WildEdge

Production intelligence for on-device and hybrid AI

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Core ML · LiteRT · ONNX Runtime · ML Kit · ExecuTorch · llama.cpp · MLX · PyTorch · Transformers · OpenAI · Anthropic · Gemini


Try it on your app

Put wildedge run in front of the command you already run. No code changes:

uv add wildedge-sdk
WILDEDGE_DSN="https://<secret>@ingest.wildedge.dev/<key>" \
  wildedge run --integrations transformers,openai -- python app.py
Platform SDK Examples
Python wildedge-python python-demo-app
Android (Kotlin) wildedge-android samples
iOS / macOS (Swift) wildedge-swift Examples

A 60-second investigation

Five steps: 1. Spot it: Monday's email shows low-confidence answers went from 1% to 25%. 2. Narrow it down: one SQL query shows only one chip, on its neural accelerator, is affected; the GPU and newer phones are fine. 3. See what it saw: the model called a BMW a Ford at 33% confidence. 4. Follow it to the cloud: 37 ms on the phone, then 9 seconds and a paid Gemini call, in one trace. 5. Fix it: send the 195 misreads to the training pipeline.

Built for

  • Physical AI. Cameras, kiosks and robots on Linux, through the Python SDK.
  • Coding agents. Claude Code, Cursor and others can query your production telemetry through MCP.
  • Your data, your rules. Photo capture is opt-in. Data stays in your own object store, and WildEdge can run in your VPC or on-premise.

Pinned Loading

  1. wildedge-python wildedge-python Public

    Python SDK for WildEdge

    Python 17 1

  2. wildedge-android wildedge-android Public

    Android SDK for WildEdge

    Kotlin 3 1

  3. wildedge-swift wildedge-swift Public

    Swift SDK for WildEdge

    Swift 4

  4. python-demo-app python-demo-app Public

    A realistic WildEdge integration example

    Python 4

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