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Prompt Engineering to Graph Engineering: AI Shifts Explained For Beginners

Aishwarya Naresh Reganti · 30 Aug 2026

Read the piece on thenuancedperspective.substack.com ↗

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Aishwarya Naresh Reganti did not write this page.

Every claim below was made in this piece, quoted word for word and numbered in the order the piece makes them, so you can read it there rather than take our word for it. The sentence above each quote is our reading of the claim, not their wording. Each quote was checked against a stored copy of the page at build time; where the two differ, the quote is the fact.

  1. Our reading

    Prompt, harness and loop engineering build on one another rather than replacing each other.

    Their wordsPrompt Engineering...Harness Engineering…Loop Engineering, every few months when a new “AI Engineering’ practice gets introduced, it sends people into a panic. Everyone is worried that they are going to have to start from scratch yet again and change everything about the way they have been building with AI. Part of this is because most content out there treats these as disconnected and un-related concepts but in reality they all build on top of each other.

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