Ox Alpha vs DeepSeek-V4-Flash-Vision
China's AI is closing the gap at an astonishing rate.
DeepSeek V4's harness report revealed the real reason AI agents fail
They stop early and say "looks good." JSpace fixes it with one rule: every check must CHANGE an action. Something looks wrong? The model rolls back to the last verified checkpoint and retries. It's not allowed
These 10 github repos with 1.8M+ combined stars replace tools costing $30,000+ a year
Here is the exact open-source stack to eliminate your massive software bills: 1/ awesome: The list of every other list. Whatever you are looking for, it is here. 2/
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