
GPT-5.4 Thinking and GPT-5.4 Pro are rolling out now in ChatGPT. GPT-5.4 is also now available in the API and Codex. GPT-5.4 brings our advances in reasoning, coding, and agentic workflows into one frontier model.
Ryan Brewer
819 posts

@ryanbrewer
building finance things @openai

GPT-5.4 Thinking and GPT-5.4 Pro are rolling out now in ChatGPT. GPT-5.4 is also now available in the API and Codex. GPT-5.4 brings our advances in reasoning, coding, and agentic workflows into one frontier model.

“If your $500K engineer isn’t burning at least $250K in tokens, something is wrong.”


If I can do 16k LOC per day across 3 different projects (including one open source one you can see yourself) then I think almost any technical CEO CTO pair at YC will That's the bar now






some psychopath on the internal codex leaderboard hit 100B tokens in the last week

Just have to get really good at managing a lot of context. Codebases are for agents now, it's your job to make sure the code they produce can scale! You should think about the code that's output as an increasing percentage of your prompt input tokens. If you allow models to write bad code to begin with, it become unmaintainable really quickly


Just have to get really good at managing a lot of context. Codebases are for agents now, it's your job to make sure the code they produce can scale! You should think about the code that's output as an increasing percentage of your prompt input tokens. If you allow models to write bad code to begin with, it become unmaintainable really quickly












