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Software product engineer with over a year of experience building scalable AI powered full stack applications using Python, AWS in fast paced environments.
Point at a failing AI-agent run. amberfork aligns it against a known-good run, finds the exact step where they diverged, and shows what changed. Local, deterministic, no account.