Stack layer / Threat pattern
AlcaTRAz Defends Jailbreaks With Character-Level Perturbation Rules and No Model Access, Beating Llama Guard on 73.4% of Combinations
arXiv 2609.03693
Policy dependency / Stack layer
cloudflare/vibesdk has 1,253 forks against 5,346 stars, a 4.3:1 ratio that marks it as a template rather than a dependency
GitHub
Policy dependency / Stack layer
LLMs Make More and Larger Edits on Code Written by a Different LLM
arXiv 2609.03894
Policy dependency / Stack layer
Copilot CLI 1.0.83 stable lets a custom agent list several models and fall through them in order
GitHub
Stack layer / Update thread
NeoMME gets within 0.002 nDCG of ColQwen2.5 on document retrieval using 14x fewer parameters
Hugging Face Blog
Stack layer / Contrast
CROSS-CATEGORY: Three Unrelated Orgs Shipped Coding-Agent Cost Routing in the Same 48 Hours
GitHub Blog, Spotify Engineering and CodeRabbit
Stack layer / Contrast
The Post-Training Method, Not the Data, Decides How Refusal Is Computed Inside a Model
arXiv 2609.03887
Stack layer / Contrast
GitHub's HydraFusion picks a single, cascade or critique workflow per request and cuts TerminalBench cost 67% while gaining points
GitHub Blog