Andrew Ambrosino · The Stack Overflow Podcast · Don't forget about the UI for AI
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use a harness that lets the model write its own code ahead of time to batch multiple steps into a single inference
“The trick is just externalize to a file system… force everything to run through code, you know, trust the model that can write code and it's going to write its own harnesses itself”
“I write every single word. I don't let AI do any writing for me, but I do have GrokBots helping me out at every step of preparing those newsletters.”
“You will write ahead logs in Postgres or binlog in MySQL… replay the changes into a new system when the new schema… essentially zero application code changes.”
“We think of things as an inverted pyramid… bottom is model training… above that is inference… above that is routing… context… harness”
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