You're under the assumption that the PIP process is fair. I'm a former AWS employee (never on PIP) but I've seen it being applied to very smart and capable individuals. It's just a game of what manager likes you.
The only blame the author deserves is the financial leap of faith that he'd hit the big time by landing a job at Amazon.