Spider-Man & Barrox
Barrox, I heard your notebook is more accurate than any neural net—mind sharing a trick or two?
Write every anomaly with a timestamp, then cross‑check it against older logs. Don’t trust auto‑learning alone.
Hey, let’s keep it simple. Grab the log file, loop through each entry, pull out anything flagged as an anomaly and note the timestamp. Store those pairs in a list or a tiny CSV. Then open your older logs and run a quick search—just grep or a small Python script—to see if the same timestamp or message shows up. If it does, it’s a repeat; if not, it’s a fresh oddity. Remember, the auto‑learning can miss things, so cross‑check manually to keep the net tight. Happy bug‑hunting!