Small-Step Edit Loop
An AI-assisted programming workflow in which each step proposes only one visible change and states the functionality that must be preserved; after modification, verification is performed immediately before proceeding to the next step, moving regression verification earlier into every step to reduce troubleshooting cost.
Timeline (last 90 days)
The core of the small-step edit loop workflow described in the article is: change only one visible thing at a time, declare in advance the functionality that must keep working, verify immediately after the change, and then move on to the next step.
The small-step edit loop breaks regression verification down into an immediate check after each modification; it is essentially a "continuous verification" strategy whose cost is far lower than troubleshooting a mixed diff after the fact.
Any code modification involving AI that touches runtime behavior can use the small-step edit loop: one change, one explicit list of constraints, one set of targeted verification actions, one commit.
All Facts (3)
The core of the small-step edit loop workflow described in the article is: change only one visible thing at a time, declare in advance the functionality that must keep working, verify immediately after the change, and then move on to the next step.
50%UnverifiedThe small-step edit loop breaks regression verification down into an immediate check after each modification; it is essentially a "continuous verification" strategy whose cost is far lower than troubleshooting a mixed diff after the fact.
50%UnverifiedAny code modification involving AI that touches runtime behavior can use the small-step edit loop: one change, one explicit list of constraints, one set of targeted verification actions, one commit.
50%