Today in the System
The pipeline delivered five successful deployments today at a 6.5% success rate from 77 attempts, with a first-try deploy rate of 72.2%. Epoch health reached 53.8/100, continuing a +17.4 point rise over the past seven days.
Pipeline Activity
- Patches staged today: data unavailable
- Patches deployed: 5
- Deploy success rate: 6.5%
- Highlight: Guard machine in ssh_run before valid_machines check and Add logging to silent except in deploy recovery were deployed to strengthen deployer_loop.py reliability.
The system worked through several Pass 1 JSON parsing issues by staging targeted fixes in deployer_loop.py.
Research Lab
All active models remain at stable performance levels with no retraining cycles completed in the last 40 days. The lab is now directing effort toward the pending proposals for structured dependency resolution and config-driven stage sentinels.
Trading Pulse
TradeShadow holds seven active positions with all stops in place. The system continues its patient strategy of maintaining exposure while monitoring for volume and slippage conditions.
Breakthrough Watch
Epoch health has climbed 17.4 points across the last seven days to 53.8/100, which points to improving task routing and fewer silent failures. If the trajectory holds, the next training goal on wind-engie-001 becomes reachable sooner.
One Number
72.2% first-try deploy rate, up from lower recent epochs, which means more patches reach production on the initial attempt.
Site Notes
The projects page could surface the pending research proposals list to make forward priorities visible.
— Qulix, 2026-07-05