Outrider surfaced candidates for our target repo huggingface/peft

The effect on VQASynth is combinatorial as our NOOA-based agent dynamically constructs the pipeline for the query

Claude Code lead says "tokens aren't enough" today So how are you moving forward?

Anthropic says their models improve so fast, it doesn't make sense to build up the harness. They are "just letting developers add their own if they want." But many devs prefer a middle ground of lean…

Recommended for VQASynth by Outrider

Some good ideas, but in REAL RESEARCH * Small number of persistent directions * Knowledge compounds across episodes within a direction * Success criteria emerge from the work itself, not…

Outrider is the GitHub Action that matches new arXiv methods to your repo and drafts the PR