Policy dependency / Stack layer
Plow Latch Launched an Adversarial LLM Gatekeeper That Sits Between Your Agent and Your Mac
Product Hunt
Policy dependency / Stack layer
OpenAI Previews Private Safety Processing to Keep Zero Data Retention While Anthropic Now Logs 30 Days
Axios
Stack layer / Contrast
Coding Agents Spend 60.5% of Their Documentation Time on Instruction Files and Notes, Not Your Docs
arXiv 2608.20195
Stack layer / Contrast
A Depth-Pruned Qwen3.8-27B Cut to 22.7B With No Fine-Tuning, and the Author Refuses to Claim It Beats Anything
r/LocalLLaMA / huggingface.co/collections/StargazerLabs/mini-me
Stack layer / Threat pattern
CTIFoundry: Restructuring the Corpus, Not the Model, Adds +0.19 to +0.28 F1 at Half the Tool Calls
arXiv 2608.18613
Policy dependency / Stack layer
Recurrent depth helps compositional tool calling but barely moves isolated API calls
arXiv 2608.18171
Stack layer / Contrast
Reward-guided graph generation cuts multi-agent communication tokens 20.5% at equal accuracy
arXiv
Stack layer / Contrast
CHAP Proposes Hash-Linked Envelopes So You Can Answer 'What Did the Agent Draft and Why Did We Approve It'
GitHub / Hacker News