Every one of my tools had a list of AI models hardcoded into it. That was fine until four providers shipped new models in the same month and all of them went stale at once.

This episode: what that actually costs, why updating them one by one fails, the fix that took one file, and the specific problem with software people download rather than visit.

Including the cost nobody sees, which is that a stale model ID means someone pastes a key, gets an error, decides your product is broken, and never tells you.

WHAT I BUILD

digitalDFY — 200+ free browser tools, no account, no email wall

https://digitaldfy.com

elitesystem.ai — AI architecture audits, custom builds, local-first desktop apps

https://elitesystem.ai

survival.bot — weekly newsletter

https://survival.bot

agent-receipts — open-source CLI that audits what AI agents actually did

https://github.com/0xelitesystem/agent-receipts

LISTEN

Spotify: https://open.spotify.com/show/0346MF238VwAgLRIrafbIK

Apple Podcasts: https://podcasts.apple.com/us/podcast/keeping-it-real-with-salman-ahsan/id6801376559

Amazon Music: https://music.amazon.com/podcasts/8f450317-95ad-47e9-908b-fc38263fb734/

MORE

All episodes and transcripts: https://salmanahsan.com/podcast/

About: https://salmanahsan.com/about/

I charge for software, not for tokens.

Educational content based on my own experience. Do your own research before acting on anything here.