Open source
Libraries, tools and repos: releases you depend on and projects gaining stars.
llm-openai-decisions 0.1a0
OpenAI released their new Jev-style Decisions API, as previously announced at last week's DevDay.
BerriAI/litellm v1.105.0
Verify using the pinned commit hash (recommended):
Converting dense models into Mixture-of-Experts
For the past few weeks I've been trying out converting existing dense models to sparse Mixture-of-Experts models, with no pretraining from scratch.
pydantic/pydantic-ai v2.55.0: v2.55.0 (2026-10-09)
<!-- Release notes generated using configuration in .github/release.yml at main -->
open-webui/open-webui v0.12.0
Approvals and questions from tools still have to be answered in the chat, calls need the Allow Call permission and end after an hour, models can set their own Realtime Voice in the model editor, and the settings can also be given with the "AUDIOREALTIMEENABLED", "AUDIOREALTIMEOPENAIAPIBASEURL", "AUDIOREALTIMEOPENAIAPIKEY", "AUDIOREALTIMEMODEL", "AUDIOREALTIMEVOICE", "AUDIOREALTIMETRANSCRIPTIONMODEL" and "REALTIMECALLPROMPTTEMPLATE" environment variables.
crewAIInc/crewAI 1.15.27
Add deepinfra as an OpenAI-compatible provider
anthropics/anthropic-sdk-python v1.13.0
api: add types for the Chat and Cowork unified analytics metrics
Asana cuts model costs 76x in browser tests with GPT-6.1 Sol
Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.
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)
huggingface/trl v1.15.0
SFT, DPO, KTO, GRPO, RLOO and Distillation now score tokens with a fused LM head: a Triton kernel projects the hidden states through the LM head in tiles and reduces to per-token log-probs and entropy directly, so the [batch, seq, vocab] logits tensor is never built.
unslothai/unsloth v0.1.905-beta: Sandboxing is here!
We're introducing Windows, Mac and Linux sandboxing in Unsloth!
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.
anthropics/claude-code v2.1.294
Fixed prompt and agent hooks written as instructions (such as "Block commands that...") allowing what they should block
Faster Scientific Image Analysis with NVIDIA cuPhoton
Observatories and telescopes, lasers and X-ray light sources, and other high-throughput instruments generate image data faster than CPU-bound pipelines can...Observatories and telescopes, lasers and X-ray light sources, and other high-throughput instruments generate image data faster than CPU-bound pipelines can process it to support timely decisions.
huggingface/transformers v5.19.0: Release v5.19.0
EmbeddingGemma 2 is a multimodal embedding model from Google built on the Gemma 4 architecture.
browser-use/browser-use 0.13.11
This release includes Browser Use toolsets for Claude, available at browseruse.integrations.toolsetsforclaude.
langchain-ai/langgraph cli==0.4.33: langgraph-cli==0.4.33
feat(cli): add 'langgraph deploy listeners list' (#9221)
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.
Can a Cloud-Native Harness Make Agents Reliable Beyond the Desktop?
Since that’s easiest to implement locally, many coding agents started out as terminal tools and then desktop apps (Claude Code famously began as a CLI tool).
Farol
The macOS terminal that shows which coding agent needs you
speridlabs/iris-3b
speridlabs published the model iris-3b on Hugging Face.
vllm-project/vllm v0.31.0
Fast restart: the new vllm preload CLI launches the weight-cache daemon that keeps post-quantized weights resident in GPU memory across engine restarts (#56680), now with data parallelism (#57386), MTP draft models (#57312), a /health endpoint (#58552) and a readiness wait (#58370).
GTKottman/mortiflix-oss: A motion design studio on your own machine: Claude makes the video step by step, you approve every stage. Bring your own Claude Code or API
A motion design studio on your own machine: Claude makes the video step by step, you approve every stage.
modelcontextprotocol/typescript-sdk v2.3.1: 2.3.1
requireBearerAuth in @modelcontextprotocol/server-legacy takes the optional expectedResource that @modelcontextprotocol/server 2.3.0 added: it accepts only tokens issued for this server (the token's audience).
Together Link: open models in the harness you already use. Start with one command today.
Together Link brings frontier open models like GLM 5.3 and Kimi K3 into the coding agent your team already uses, cutting model spend by over 50%.
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.
BerriAI/litellm v1.104.3
Verify using the pinned commit hash (recommended):
LegalOn halves Codex costs while maintaining development speed
LegalOn cut estimated daily Codex costs by 65% while maintaining development speed.
langchain-ai/langchain langchain==1.4.4
chore(deps): bump langgraph-sdk from 0.4.2 to 0.4.4 in /libs/langchainv1 (#41074)
langchain-ai/langchain langchain-core==1.6.9
feat(core): accept a callable in withretry (#41158)
ttok 0.4
ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library.
langchain-ai/langchain langchain-core==1.6.8
fix(core): harden scoped and compatible IPv6 SSRF checks (#41151)
Deno is joining Cloudflare
The Deno team released the first version of celld back in August - their open source implementation of the Durable Objects pattern from Cloudflare Workers.
anthropics/anthropic-sdk-python v1.12.1
docs: note that listing Claude Console spend limits is in early access
langchain-ai/langchain langchain-huggingface==1.2.3
chore(deps): bump langgraph-sdk from 0.4.4 to 0.4.6 in /libs/partners/huggingface (#41098)
crewAIInc/crewAI 1.15.26
Fix ownership retention of rwlock when acquisition is interrupted.
unslothai/unsloth v0.1.904-beta: Train your own Decision model
Turn any text or vision LLM into a Jev-style decision model in Unsloth, with decision accuracy going from 30% to 80%.
langchain-ai/langchain langchain-fireworks==1.7.1
chore(deps): bump langgraph-sdk from 0.4.4 to 0.4.6 in /libs/partners/fireworks (#41100)
BerriAI/litellm v1.104.2
Verify using the pinned commit hash (recommended):
How DOCA GPUNetIO Unifies GPU-Initiated Networking Across the NVIDIA Software Stack
GPU applications increasingly need networking and data movement to behave like first-class GPU-controlled operations rather than host-driven services.
BerriAI/litellm v1.102.4
Verify using the pinned commit hash (recommended):
BerriAI/litellm v1.101.6
Verify using the pinned commit hash (recommended):
huggingface/trl v1.14.2
Patch release fixing two cases of silently wrong training and three crashes.
BerriAI/litellm v1.104.1
Verify using the pinned commit hash (recommended):
BerriAI/litellm v1.103.4
Verify using the pinned commit hash (recommended):
BerriAI/litellm v1.102.3
Verify using the pinned commit hash (recommended):
BerriAI/litellm v1.100.5
Verify using the pinned commit hash (recommended):
BerriAI/litellm v1.101.5
Verify using the pinned commit hash (recommended):