python · es-evolve v1.0
$ pip install es-evolve
Successfully installed es-evolve-1.0.0
$ python -c "
from es_evolve import EvolutionEngine
e = EvolutionEngine()
e.record_failure('API timeout', root_cause='rate limit')
lesson = e.distill()
print(lesson)
"
[ESDF] Error distilled: rate_limit → exponential backoff
[ESDF] Strategy updated: retry_count=3, base_delay=1.0
Lesson: API timeout → use exponential backoff