Augment Code

1 spec isn't cool. You know what's cool? 10 specs. 

𝐆𝐏𝐓-𝟒.𝟏 𝐚𝐥𝐦𝐨𝐬𝐭 𝐭𝐨𝐩𝐬 𝐂𝐥𝐚𝐮𝐝𝐞 𝟑.𝟕 𝐨𝐧 𝐜𝐨𝐝𝐢𝐧𝐠?!

New eval dropping using our #1 SWE-bench coding agent!

- GPT-4.1 beats Gemini 2.5 Pro and almost tops Claude 
   3.7 Sonnet!
- Even GPT-4.1 mini matches Claude 3.5 Sonnet V2 
   performance. It was the

1 spec isn't cool. You know what's cool? 10 specs. 

There’s a big gap between what AI agents promise and what engineering teams actually need. 

Here’s a quick take on where most agents fail — and why context isn’t optional 👇

𝐆𝐏𝐓-𝟒.𝟏 𝐚𝐥𝐦𝐨𝐬𝐭 𝐭𝐨𝐩𝐬 𝐂𝐥𝐚𝐮𝐝𝐞 𝟑.𝟕 𝐨𝐧 𝐜𝐨𝐝𝐢𝐧𝐠?!

New eval dropping using our #1 SWE-bench coding agent!

- GPT-4.1 beats Gemini 2.5 Pro and almost tops Claude 
   3.7 Sonnet!
- Even GPT-4.1 mini matches Claude 3.5 Sonnet V2 
   performance. It was the