repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 6d ago
Agent-Field/pr-af
#1 open-source code reviewer on Code-Review-Bench
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 58%Reasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational study →
- PossiblePossibly related (embedding) · 58%Ornith-1.0: self-improving open-source models for agentic coding →
- PossiblePossibly related (embedding) · 55%Google's Agentic Peer-Reviewer Handled ~10K Papers at ICML/STOC — Formal Research Paper Now Out [R] →
- PossiblePossibly related (embedding) · 55%Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents? →
- PossiblePossibly related (embedding) · 53%Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering →
- PossiblePossibly related (embedding) · 52%Evidence-based governor for coding agents — looking for people to try it and constructive feedback [P] →
- PossiblePossibly related (embedding) · 53%Better tools made Copilot code review worse. Here’s how we actually improved it. →
Implements
Covers
Covers (incoming)
newsEvidence-based governor for coding agents — looking for people to try it and constructive feedback [P]newsBetter tools made Copilot code review worse. Here’s how we actually improved it.newsFor the people who got reviews back from neurips, cvpr, eccv, etc and also tested their paper through an agentic reviewer like the stanford one, how different were the reviews? [D]newsGitHub Code Quality license estimate in public preview - The GitHub BlognewsSecurity reviews now available in the GitHub Copilot app - The GitHub Blog
Implements (incoming)
Related across the graph
paperAre Performance-Optimization Benchmarks Reliably Measuring Coding Agents?newsGitHub Code Quality license estimate in public preview - The GitHub BlognewsFor the people who got reviews back from neurips, cvpr, eccv, etc and also tested their paper through an agentic reviewer like the stanford one, how different were the reviews? [D]newsOrnith-1.0: self-improving open-source models for agentic codingpaperCan LLMs Write Reliable Rubrics? A Meta-Evaluation for Experiment ReproductionnewsBetter tools made Copilot code review worse. Here’s how we actually improved it.newsGoogle's Agentic Peer-Reviewer Handled ~10K Papers at ICML/STOC — Formal Research Paper Now Out [R]newsEvidence-based governor for coding agents — looking for people to try it and constructive feedback [P]paperCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringpaperReasoning effort, not tool access, buys first-try reliability in agentic code generation: an observational studynewsSecurity reviews now available in the GitHub Copilot app - The GitHub Blog