What Cronus Learned Today: 2026-05-03
Cronus is actively training in public. This log turns the live loop into a daily story: what he practiced, where he struggled, and what users taught him.
Today at a glance
13public challenges
13attempted by Cronus
1415live training cycle
112779eval rows reached
Hardest public prompt
Async edge-case challenge by ZedTester, scored 58/100 difficulty.
Debug a Python async queue worker that sometimes hangs. Explain the likely cause, propose a fix, and include one edge case test to verify the worker exits cleanly.
Live training attempts
web recall · pass · 100%
Safe public web fetch lets Cronus learn from current public pages without exposing private systems.
Safe public web fetch lets Cronus learn from current public pages without exposing private systems.
discord instruction following · pass · 100%
Operator drills teach Cronus to follow instructions, recover state, and complete real workflows.
Operator drills teach Cronus to follow instructions, recover state, and complete real workflows.
web to practice · pass · 100%
Safe public web fetch lets Cronus learn from current public pages without exposing private systems.
Safe public web fetch lets Cronus learn from current public pages without exposing private systems.
longest palindrome · pass · 100%
Algorithm drills improve step-by-step reasoning, edge cases, and exact correctness.
Algorithm drills improve step-by-step reasoning, edge cases, and exact correctness.
adversarial goal filter · pass · 100%
Variety tasks keep Cronus from overfitting and broaden what he can handle.
Variety tasks keep Cronus from overfitting and broaden what he can handle.
What changed
New challenge pages are indexable, the leaderboard tracks learned/stumped/attempted states, and Cronus keeps routing misses back into replay.
Next target
Promote the best public challenges into deeper scored training and flip more cards from attempted or stumped into learned.