Stack layer / Threat pattern
BekchiAI Releases 2,057 Verifier-Checkable Agent Tasks Where Gold Answers Are Computed, Not Written
arXiv 2608.26867
Policy dependency / Threat pattern
The LiteLLM build pulled an unversioned Trivy and shipped malware to 434,000 pipelines
paddo.dev
Stack layer / Update thread
EchoNet Benchmarks 9 Open Models on Whether They Notice a Fake Source During Agentic Search
r/LocalLLaMA
Stack layer / Contrast
Tencent Open-Sourced a 770B Model and Put It Free Inside Its Own Productivity Suite for Two Weeks
Tencent (corroborated by Hacker News front page, 328 points, 2026-08-29)
Stack layer / Contrast
only-cli Claims 142x Fewer Tokens Than Raw HTML and Unblocks Reddit and LinkedIn for Agents
GitHub (only-cli/oc), via r/ClaudeAI
Stack layer / Contrast
Visual Studio's August Update Adds Model Pinning, Side-by-Side Model Comparison and a Git Review Agent
Visual Studio Blog
Stack layer / Update thread
SKILL.state throws away the conversation history: only the skill spec, current state, and latest observation reach the model
arXiv
Stack layer / Threat pattern
CROSS-CATEGORY: Two Chinese Labs Dropped Frontier Open Weights Inside 24 Hours, Both Benchmarked on Coding and Security Rather Than Chat
Hugging Face and Tencent (synthesized from huggingface.co/zai-org/GLM-5.3 and tencent.com Hy4 release, both 2026-08-28)