Kapso: an engine that runs experiments, deploys the best solution and learns from every run

from kapso import Kapso, Brief, Budget, Solution

kapso = Kapso()                                      # engine knobs from the packaged config
solution = kapso.build(
    Brief.read("kapso-brief.md"),                    # objective, how it is measured, baseline, target, rules
    evaluation="evaluation", data="data", repo=".",  # your evaluator (protected), your data, your code
    output="../churn-build", budget=Budget(minutes=60),
)
solution.score, solution.branch, solution.diff()     # what was delivered, how it measured, what changed
software = kapso.deploy(solution)                    # running software, locally or on a target
lesson = kapso.learn(solution)                       # what the campaign taught, banked with evidence
Solution.open("../churn-build")                      # the same solution, from any process