Explore
Everything AION read, in seven sections. Pick one, a topic or a time window.

llm-openai-decisions 0.1a0
OpenAI released their new Jev-style Decisions API, as previously announced at last week's DevDay.
VideoAgent Speedrun — Elizabeth Fuentes Leone & Sandhya Subramani, AWS
A customer service agent looks up an account, checks an order, and handles a refund.
openai/codex rust-v0.162.0: 0.162.0
Add tools for creating and listing managed Git worktrees from trusted local projects when the worktrees feature is enabled. (#50148)
Automate remediation post AWS DevOps Agent investigation
In this post, we demonstrate how to use AWS Lambda Durable Functions, a capability of AWS Lambda, Amazon EventBridge, and Amazon Bedrock to create an automated remediation workflow that complements AWS DevOps Agent to complete the issue resolution step.
langchain-ai/langchain langchain-openai==1.7.0
chore(deps): bump langgraph-sdk from 0.4.4 to 0.4.6 in /libs/partners/openai (#41096)

Launching an opt-in vulnerability-finding service for open-source software
We’re launching OSS Scanner, an opt-in vulnerability scanner for the open-source ecosystem informed by our experience using Claude to find vulnerabilities during Project Glasswing.
anthropics/anthropic-sdk-python v1.13.0
api: add types for the Chat and Cowork unified analytics metrics
How Oracle turns days of work into minutes with ChatGPT and Codex
Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.
anthropics/claude-code v2.1.295
Added onFailure: "block" for command and HTTP hooks: a hook that can't start, times out, or exits with an unexpected code blocks the action instead of letting it through

Ukraine’s drones knock out AI data center belonging to "Russia’s Google"
Ukrainian drone strikes have knocked out two of five data centers belonging to the Russian tech giant Yandex.
crewAIInc/crewAI 1.15.27
Add deepinfra as an OpenAI-compatible provider
Qwen3.8 Flash Next fixed my GNOME extension
I love Dash2Dock Lite, but Icedman is always a week or two before updates.
BerriAI/litellm v1.105.0
Verify using the pinned commit hash (recommended):
huggingface/diffusers v0.41.0: Diffusers 0.41.0: QwenImage 2.1 pipeline and more
> This release brings Qwen-Image 2.1 to Diffusers, with text-to-image generation, image editing, native transparency, and LoRA training.

I trained a 414k-parameter transformer to fly a boids flock, then tested whether the rules a probe can read are the ones it uses [P]
I wrote a small boid simulator (12 birds), recorded it flying, and trained a transformer to predict each bird's next move without it knowing about any boid rules.
ollama/ollama v0.40.2
Models downloaded with earlier versions of Ollama are upgraded in the background the first time you run them, for better performance and compatibility when running on llama.cpp.
Build Applications on NVIDIA BlueField Faster with NVIDIA DOCA Agent Skills
AI agents are becoming a standard part of development workflows, but general-purpose agents weren't built with specialized infrastructure software such as...AI agents are becoming a standard part of development workflows, but general-purpose agents weren’t built with specialized infrastructure software such as NVIDIA DOCA in mind.
pydantic/pydantic-ai v2.54.0: v2.54.0 (2026-10-02)
<!-- Release notes generated using configuration in .github/release.yml at main -->

Claude’s new auto eval tool
Anthropic released new eval tooling for Claude Code.
GeoNatureAgent (GNA): A Framework and Benchmark for Pre-Production Evaluation of Tool-Using Agents on Geospatial and Environmental Tasks
We introduce GeoNatureAgent (GNA), a framework for pre-production evaluation of tool-using agents: a fixed sixteen-tool geospatial interface published as a Model Context Protocol (MCP) server, so the agent under test is the only variable, scored against an identical tool layer, task suite, and deterministic scorer.
[AINews] Pi 1.0, Pi Durable, and AIE NYC
Last call for regular tickets for AI Engineer NYC!
COSMIC shuts the door on AI code as GNOME debates letting bug reports in
System76 is banning AI-generated content from contributions to the COSMIC desktop.

Cut your AI spend with AI Gateway's Auto Router
Today, we are releasing Cloudflare's Auto Router in public beta, available through AI Gateway.
langchain-ai/langgraph sdk==0.4.6: langgraph-sdk==0.4.6
fix(sdk-py): percent-encode threadid and assistantid in thread stream requests (#9213)
openai/openai-agents-python v0.23.1
Release readiness review (v0.23.0 -> TARGET 0a5a08b21cd44808d73e8a9e732212dd33b3690d)

LWiAI Podcast #258 - Opus 5.5, Sol and Luna, Muse, DeepSeek-V4.1-Flash, Xi
Our 258th episode with a summary and discussion of last week’s big AI news!
Credentials API for Gemini Managed Agents
Store secrets once with the Credentials API, reference them by ID, and let the egress proxy inject them on the wire so they never enter the agent sandbox.
Welcome RL Environments to the hub
An environment gives an agent a task, responds to its actions with observations, and scores the outcome.
NVIDIA/TensorRT-LLM v1.3.0rc29
Expose Nemotron-H vision-language LoRA configuration for supported inference paths #19151
modelcontextprotocol/python-sdk v2.3.0
A few things behave differently, so skim these first:
unslothai/unsloth v0.1.902-beta: Command Palette + Desktop UI/UX
This release brings faster navigation, shareable run settings, and clearer errors to Unsloth Desktop.
ray-project/ray ray-2.59.0: Ray-2.59.0
Ray Data LLM & Ray Serve LLM are GA/Stable: the LLM APIs graduate to general availability this release (\#65194), alongside an upgrade to vLLM 0.27.0 (\#65351).
Ollama now supports Jev-style decision models
Ollama now supports decision models, based on TypeSafe's Jev API for fast, typed decisions.

Team Bots: shared AI teammates that learn as they work
Today we’re launching Team Bots, Grok Bots that work and learn alongside your team.
vllm-project/vllm v0.30.0
This release features 762 commits from 315 contributors (104 new)!
Co-creating the future of fashion with Google
Google worked side-by-side with designers Jane Wade and Sergio Hudson to custom-design Google Flow tools to prep for NYFW.
openai/codex rust-v0.162.1: 0.162.1
Fixed a TUI crash when asynchronous questions contain multiple lines, preserving line breaks and complete hyperlink destinations. (#51866)
Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio
We recently introduced the ability to create and manage Amazon SageMaker Spaces on Amazon SageMaker HyperPod EKS clusters directly from the Amazon SageMaker Studio UI.
ICYMI: What landed for AI builders in September 2026
A recap of the latest Amazon Bedrock, Amazon Bedrock AgentCore, and Strands updates from September 2026
ttok 1.0
I released ttok 0.4, ran uv tool upgrade ttok, piped a file into the new version... and realized that it was defaulting to the GPT-4 tokenizer when it should very clearly default to GPT-5/GPT-6 instead!
llm-mistral 0.16
Adds support for reasoning models, such as the newly released Mistral Large 4.
Engineer / developer observations of Gemma4-31B, Qwen3.8-27B, and 6.1-Sol for software engineering work
Models: Gemma4-31B vs Qwen3.8-27B at the same quantization (an Unsloth flavor of Q4).
Atlassian and OpenAI expand partnership to turn enterprise knowledge into action
Atlassian and OpenAI are expanding their partnership to connect frontier models with enterprise knowledge and help teams plan, build, and deliver work.
LegalOn halves Codex costs while maintaining development speed
LegalOn cut estimated daily Codex costs by 65% while maintaining development speed.
Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
Multiple teams within the same company increasingly need shared access to expensive GPU clusters for their generative AI operations, while maintaining isolation boundaries, resource fairness, and operational independence.
[Model] Support MiniCPM-V 4.7 by tc-mb · Pull Request #29416 · ggml-org/llama.cpp
Let me remind you that MiniCPM-V-4.7-35B-A3B was spotted on r/LocalLLaMA a few days ago (but the model was later hidden on HF).
Python 3.15.0 added to actions/python-versions
Now that this has landed, you can add "3.15" to a GitHub Actions testing matrix to run tests against the new Python 3.15.0 release.
anthropics/anthropic-sdk-python v1.12.1
docs: note that listing Claude Console spend limits is in early access