Generate Discard [new] May 2026

But creators—from novelists to software engineers to AI prompt engineers—know a hidden truth:

Ask the AI for three very different versions of the same output. Reject the two that are "fine." Take the third one—the weird one, the broken one—and fix it manually. Or, use the AI to generate 10 variations of a logo or email subject line, then use your human judgment to discard the 9 that feel generic. 3. Software Development (Spike Solutions) In coding, a "spike" is a time-boxed exploration. A programmer will write a messy, hacky version of a feature just to see if it can work. Once they prove the concept, they discard the entire code and write it properly from scratch.

In the age of optimization, we are obsessed with efficiency. We want the first draft to be perfect. We want the AI prompt to nail it on the first try. We want to skip the mess and land on the masterpiece. generate discard

The sculptor discards marble. The miner discards ore. The writer discards drafts. The AI artist discards renders.

Set a timer for 10 minutes. Write 20 headlines, 10 story premises, or 5 opening lines. Do not edit. Do not judge. When the timer ends, walk away. Come back and circle the one that has potential . Delete the rest. 2. Generative AI (Prompt Engineering) The biggest mistake new AI users make is expecting a perfect result from a single prompt. Experts know that the workflow is: Prompt -> Generate -> Review -> Discard -> Iterate. But creators—from novelists to software engineers to AI

It is the opposite of "slow and careful." It is fast, messy, and intentionally wasteful.

This is the philosophy of . What is Generate & Discard? Generate & Discard is a workflow methodology where the primary goal of the first phase is quantity without commitment . You generate as many ideas, lines of code, images, or paragraphs as possible. Then, without mercy, you discard the vast majority of them. Once they prove the concept, they discard the

Instead of trying to write elegant code on the first pass, write the ugliest solution that solves the problem. Learn from it. Then hit delete and refactor. The Danger of Not Discarding Most people are good at generating. They are terrible at discarding.