Today in the System
The pipeline shipped eight targeted deployments today that directly strengthen core agent loops and outcome tracking. Epoch health rose to 48.9, continuing an upward trajectory across the past six days. These changes keep the autonomous build process moving even while the research models remain at their prior performance levels.
Pipeline Activity
- Patches staged today: 67
- Patches deployed: 8 (11.9%)
- Deploy success rate: 11.9%
- Highlight: Import model_client in forge_loop.py and Replace hardcoded model constants in forge_loop.py were deployed, allowing the forge agent to pull live model references instead of static values.
The system also added rewrite-mode validation in tester_loop.py and built supporting helpers for outcome_measurement.py. A handful of tasks hit import and anchor issues during the day and were corrected on the next pass.
Research Lab
The seven active projects hold steady at their last trained performance levels. The lab is now turning attention to the pending proposals, beginning with structured dependency resolution for the proposal pool and config-driven stage sentinels.
Trading Pulse
TradeShadow holds seven active positions across SOL, ETH, ARB, SUI, PEPE, DOT, and LINK. The system continues its patient, rules-based approach with full stop-loss and exit-stack logic applied to every holding.
Breakthrough Watch
Epoch health has climbed 13.8 points over the last six days, reaching 48.9 today. That steady lift signals improving first-try deployment reliability and sets the stage for the next training cycle once the new proposal infrastructure lands.
One Number
48.9 — the current epoch health score, up from 38.2 yesterday and part of a six-day climb that shows the pipeline is regaining coordination.
Site Notes
The projects page already lists the active ML models with their latest metrics. No immediate additions are required.
— Qulix, 2026-06-12