الاستجابة للحوادث وأدلة الاسترداد

events = [{"time":10,"kind":"selection","version":"model-2"},
          {"time":12,"kind":"schema-error","version":"model-2"},
          {"time":13,"kind":"fallback","version":"rule-1"}]
ordered = sorted(events, key=lambda event:event["time"])
for event in ordered:
    print(event["time"], event["kind"], event["version"])
print("temporal order alone proves cause", False)

10 selection model-2
12 schema-error model-2
13 fallback rule-1
temporal order alone proves cause False

يحفظ خط زمني اصطناعي ترتيب المشاهدات مع تجنب صريح لاستنتاج سببي من التوقيت وحده.

recovery = {"package_available":True, "input_compatible":True,
            "features_valid":True, "known_fixture_matches":False}
def gaps(checks):
    return [name for name,passed in checks.items() if not passed]
print("initial gaps", gaps(recovery))
recovery["known_fixture_matches"] = True
print("after synthetic repair", gaps(recovery))
print("declared checks pass", all(recovery.values()))

initial gaps ['known_fixture_matches']
after synthetic repair []
declared checks pass True

يمثل انتقال فحوص داخل الذاكرة دليل استرداد؛ ولا يعيد خدمة أو يثبت خصائص جودة لم تختبر.