Dashboard: Watch, share & manage runs
Use the Weco dashboard to watch optimizations in real time, explore the solution tree, share runs, and manage runs remotely.
Why Use the Weco Dashboard?
The Weco Dashboard provides a centralized view of all your optimization runs with powerful features:
- Visual Progress Tracking: Monitor optimization progress in real-time with interactive charts and metrics
- Solution Tree Explorer: Navigate through every code variant generated during optimization to understand the evolution of your solutions
- Run Management: Stop and delete runs remotely without the need to access the CLI
- Historical Analysis: Compare performance across different runs and time periods
- Credit Management: Track your credit usage, view billing history, and manage payments
- Cost Transparency: See exactly how many credits each run and optimization step costs
- Auto Top-up: Set up automatic credit purchases to avoid interruptions
- Persistent Storage: Keep your optimization history safe and accessible from any device
Creating a Weco account ensures your runs are saved and accessible across devices, rather than being limited to local CLI history.
Start a run from the CLI
weco run --source optimize.py \
--eval-command "python evaluate.py" \
--metric accuracy --goal maximizeweco run --source optimize.py ^
--eval-command "python evaluate.py" ^
--metric accuracy --goal maximizeOr in PowerShell:
weco run --source optimize.py `
--eval-command "python evaluate.py" `
--metric accuracy --goal maximizeFor an example, check out the Quickstart guide.
Open the dashboard
Visit https://dashboard.weco.ai and sign in with the same Google account used in the CLI.
Monitor and manage
-
Track progress, metrics and solutions across runs with real-time charts.
-
Explore the solution tree to see every code variant and their performance.
-
Monitor credit usage with detailed cost breakdowns per run and optimization step.
-
Manage billing through the credits dashboard with usage history and payment options.
-
Stop and delete runs remotely to control costs and manage resources.
-
Set up auto top-up to ensure uninterrupted optimization sessions.
Example Runs
Explore these real optimization runs to see the Weco Dashboard in action:
-
VLM Chart-to-CSV Accuracy - A vision-language model optimization that improved accuracy from 45.33% to 60.02% (+32.4% improvement) over 50 experiments.
-
Structural-break AUC - An optimization run that improved ROC-AUC score from 0.556 to 0.7805 (+40.4% improvement) over 120 experiments.
These shared runs demonstrate the solution tree, metric progress tracking, and how Weco iteratively improves code performance.