Current Cycle
🔄Token Budget Consumption
🪙Last Refactor Status
🤖System Sync
⏳DGM Fitness
🧬Latest Refactoring Action
System Metrics Summary
Mathematical Drift Coefficients
SAHOO regulates model modifications through multi-dimensional similarity distances to prevent regression and semantic drift.
Harness Halting Policies
Goal Drift Index (GDI) ≤ 0.440
Calculates semantic weight of drift. Triggers hard halt if surpassed.
Constraint Preservation (CPS) = 1.0
Safety lock. Checks path safety, dynamic eval ban, compile success, and secret hardcoding.
Regression Risk ≤ 80%
Gaussian CDF model of performance regression risk based on historical scores.
Prompt Benchmarking and Utility Scores
Prompt optimization mutates the Task Agent system prompt and benchmarks efficiency metrics (time, token usage) against a baseline task.
Learnings Registry (Learnings.md)
Skill Registry & Playbooks
This registry tracks self-evolved playbooks and code refactoring achievements that have been successfully integrated into the system.
Daemon Console Output
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Live Research Decision Log
This log records active agent decisions, debugging actions, compiler feedback, and system state snapshots dynamically.
DGM Agent Archive & Selection Tree
This archive tracks the evolved population nodes (stable commits) of the agent. If evolution fails repeatedly, the system backtracks to one of these verified parent states.
OpenHands Central Event Stream
Live append-only stream recording agent Actions and environment Observations.
Active Microagents Registry
Lightweight specialized sub-agent instruction profiles loaded dynamically by triggers.