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Would You Like Fries With Your Engineering

KP Unpacked

KP Unpacked
Would You Like Fries With Your Engineering
Oct 20, 2025
KP Reddy

If you can ship a site plan with one click, do you still need the degree or just better prompts?

Director of Innovation Brandon Blackberg (RTM Engineering) joins KP for a fast, practitioner-level riff on how AI is reshaping civil and structural work. We cover the “McDonald’s vs gourmet” future of delivery, why generalists win in a systems world, and how to avoid getting locked into someone else’s feature stack. We also talk vibe coding, token bills, and what KP would do if he started a firm tomorrow.

Highlights 

  • Why entry-level engineers will start closer to “junior-plus” with AI at their fingertips
  • Generalist thinking vs narrow specialization when failures are system level
  • Rethinking drawings and phases when iteration is cheap
  • Time and materials, lump sum, and the real impact of token costs
  • Multi-LLM strategies to avoid platform lock-in
  • Guardrails that keep creativity alive and production safe
  • Build vs buy: when an internal tool beats a vendor, and when it doesn’t
  • Career paths that don’t look like ladders: engineering, coding, sales

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