Make money doing the work you believe in
Prompting in 2025 vs 2026 is not the same skill. At RevOps AF this week I'll discuss the Future of AI and RevOps. Here's what I believe has changed:
๐๐น๐ฒ๐๐ฒ๐ฟ ๐ฝ๐ต๐ฟ๐ฎ๐๐ถ๐ป๐ด โ ๐ฆ๐๐ฟ๐ฎ๐๐ฒ๐ด๐ถ๐ฐ ๐๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ
2025: find the magic words
2026: design the reasoning path step by step so the model doesn't have to guess
๐ข๐ป๐ฒ ๐ด๐ฟ๐ฒ๐ฎ๐ ๐ฝ๐ฟ๐ผ๐บ๐ฝ๐ โ ๐ ๐๐๐๐๐ฒ๐บ ๐ผ๐ณ ๐ฝ๐ฟ๐ผ๐บ๐ฝ๐๐
2025: the single brilliant prompt was the goal
2026: interconnected instructions across agents, with frameworks like Context โ Task โ Constraints โ Output holding the whole thing together
๐๐ผ๐ป๐๐ฒ๐ฟ๐๐ฎ๐๐ถ๐ผ๐ป โ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ
2025: prompt engineering
2026: intent orchestration, where you're defining how an agent thinks, not just what to ask it
๐ก๐ฎ๐๐๐ฟ๐ฎ๐น ๐น๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ ๐ผ๐๐๐ฝ๐๐ โ ๐ฆ๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ๐ฑ ๐ฐ๐ผ๐ป๐๐ฟ๐ฎ๐ฐ๐๐
2025: hope the response looks right
2026: the output is JSON, treated like an API response, because unstructured text breaks workflows the second the model's phrasing shifts
๐ข๐ป๐ฒ ๐บ๐ผ๐ฟ๐ฒ ๐๐ต๐ถ๐ป๐ด:
Prompts are living documents now. They drift. Models update. Use cases shift. The practitioners building durable systems are versioning their rubrics like specs, not writing them once and walking away.
