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Tandava Appadoo's AI Gospel: Acronym Overload with a Side of Profundity

What Real AI Engineering Involves Beyond APIs | Tandava Appadoo posted on the topic | LinkedIn

url5/14/2026, 6:48:12 AM
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Satirical illustration for “Tandava Appadoo's AI Gospel: Acronym Overload with a Side of Profundity”

Verdict

The carousel format is the tell here, and it's spinning furiously. 'Production AI is a totally different beast' might as well be embroidered on every LinkedIn influencer's heart-shaped pillow—cliché density scores runneth over. Meanwhile, the parade of buzzwords and technical terms ('Observability and logging,' 'Safety and alignment') could populate an entire bingo card of borrowed authority. It's like opening an IKEA manual without pictures; words abound but understanding doesn't follow. Finally, 'Real AI engineering does' ends things with all the profundity of a fortune cookie—heavy on mystery, light on meal. This post defies clarity while pretending to offer secrets only the initiated can appreciate. In reality, it’s just gift-wrapping for a vacuum.

Performative humility
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The post does not present any false modesty and instead asserts a confident position.

Borrowed authority
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The author relies heavily on jargon and industry concepts without providing personal anecdotes or unique insights.

Empty profundity
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'Real AI engineering does' is a vague conclusion that lacks substantial explanation of the complexity discussed.

Hypocrisy
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There's no significant contradiction between the message of complexity and the author's role in discussing it.

Self-promo
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'Just plugging in an API doesn't get you production AI' suggests a subtle agenda to elevate the author's expertise.

Cliché density
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'Production AI is a totally different beast' employs a common phrase that feels overly familiar.

Original article

https://www.linkedin.com/posts/tandava-appadoo_ai-its-just-a-wrapper-cant-we-plug-share-7459573052750794752-i7ow