A recurring problem with AI-assisted development: the model forgets project conventions between s...A recurring problem with AI-assisted development: the model forgets project conventions between s...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
A recurring problem with AI-assisted development: the model forgets project conventions between sessions, so you end up re-explaining the same standards every time.
The fix isn't a longer prompt each time — it's a persistent context file. A short document with naming conventions, architecture decisions, and known constraints, referenced at the start of every session instead of rebuilt from memory.
It sounds almost too simple, but consistency of output goes up noticeably once the model isn't guessing at conventions it was told about three sessions ago.
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started