Policy dependency / Stack layer
Terminal-Universe Reconstructs Executable Environments From Agent Trajectories Instead of Generating Them From Scratch
arXiv 2609.04148
Policy dependency / Stack layer
AWS Published a Walkthrough for Routing OpenAI Codex Through Your Own Bedrock Gateway
AWS Machine Learning Blog
Policy dependency / Update thread
EMVCo Published a Draft Card Standard That Gives Agent Purchase Intent Its Own Registry
Finovate
Stack layer
A Qwen3.8-27B user reports 8+ hours of unsupervised agentic work with a 2048-token reasoning budget
r/LocalLLaMA (359 upvotes)
Stack layer / Update thread
Mastra 1.64.0 adds pre-cloned sandbox templates and a Vitest runner so evals can gate CI
GitHub Releases
Stack layer
An Eiffel Language Server Wiring LLMs to a Static Verifier Fixes 76-95% of Bugs
arXiv 2609.03086
Stack layer
SimSkill Builds a Reusable Traffic-Simulation Skill Library and Gains 25 Points Without Touching the Backbone Weights
arXiv 2609.03753
Stack layer
One preservation instruction cuts an LLM's excess code rewriting by a third and raises Pass@1 at the same time
arXiv 2609.04061