Claude Code Security
Claude Code Security, a new capability built into Claude Code on the web, is now available in a limited research preview. It scans codebases for security vulnerabilities and suggests targeted software patches for human review.
The Deploy Log | Week by week | Free, no signup
What shipped in AI, week of
15 rows are listed for in The Deploy Log, from 4 companies. Vercel shipped the most, 8 rows, then Hugging Face with 3. Models first seen in the record this week: Claude Sonnet 4.6 and Gemini 3.1 Pro. Every item sourced to the publisher's own page.
In figures
| Company | Rows |
|---|---|
| Vercel | 8 |
| Hugging Face | 3 |
| Anthropic | 2 |
| Google DeepMind | 2 |
| Figure | Value |
|---|---|
| Rows | 15 |
| Rows the week before | 16 |
| Change against the week before | -1 |
| Companies | 4 |
| Companies seen for the first time | 0 |
| Models seen for the first time | 2: Claude Sonnet 4.6 and Gemini 3.1 Pro |
| Rows with no shipped date, placed by their edition or the day they were added | 14 |
| Lane | Rows | Rows the week before |
|---|---|---|
| Models and APIs | 3 | 6 |
| Tools and products | 9 | 5 |
| Robotics, hardware and chips | 0 | 0 |
| Breakthroughs | 0 | 2 |
| Funding and acquisitions | 0 | 0 |
Leads
Claude Sonnet 4.6
Claude Sonnet 4.6 is a full upgrade across coding, computer use, long-context reasoning, agent planning, knowledge work, and design. Pricing remains the same as Sonnet 4.5, starting at $3/$15 per million tokens, with a 1M token context window in beta.
Gemini 3.1 Pro
Gemini 3.1 Pro is rolling out in preview via the Gemini API in Google AI Studio, Gemini CLI, Google Antigravity, Android Studio, Vertex AI, Gemini Enterprise, the Gemini app, and NotebookLM. On ARC-AGI-2 it achieved a verified score of 77.1%, more than double the reasoning performance of 3 Pro.
Models and APIs
GGML and llama.cpp join HF
GGML, creators of llama.cpp, are joining Hugging Face, with Georgi Gerganov and team dedicating 100% of their time maintaining llama.cpp with full autonomy and leadership on technical directions and the community.
Lyria 3 music generation
Lyria 3, Google DeepMind's latest generative music model, is rolling out in beta in the Gemini app, letting anyone make 30-second tracks from text or images with custom cover art generated by Nano Banana.
Unsloth and HF Jobs training
Unsloth and Hugging Face Jobs enable fast LLM fine-tuning of LiquidAI/LFM2.5-1.2B-Instruct through coding agents like Claude Code and Codex, with Unsloth providing approximately 2x faster training and about 60% less VRAM usage compared to standard methods.
Tools and products
AI Gateway video generation
AI Gateway now supports video generation through AI SDK 6, with four initial video models and 17 variations covering text-to-video, image-to-video, first and last frame, and reference-to-video generation types.
Billing usage cost data API
Vercel now supports programmatic access to billing usage and cost data through the API and CLI, with the new /billing/charges endpoint returning data in the FOCUS v1.3 open-standard format.
Gradio gr.HTML one-shot apps
Gradio 6 shipped gr.HTML with custom templates, scoped CSS, and JavaScript interactivity, letting Claude or any other frontier LLM generate frontend, backend, and state management in a single Python file with no build step.
Recraft V4 on AI Gateway
Recraft V4 is now available on AI Gateway, a text-to-image model built for professional design and marketing use cases with improvements in photorealism, realistic skin, natural textures, and fewer synthetic artifacts.
Runtime Logs search redesign
The Runtime Logs search bar in the project dashboard has been redesigned with structured filters that parse level:error or status:500 into visual pills, smarter suggestions based on actual log data, and automatic conversion of pasted Vercel Request IDs into filters.
Skills.sh security audits
Skills on skills.sh now have automated security audits from partners Gen, Socket, and Snyk, allowing rapid scaling to audit over 60,000 skills and counting.
Streamdown 2.3
Streamdown 2.3 ships with a fully cleared bug backlog, applying a unified nested-card design to tables, code blocks, and Mermaid diagrams, with sticky action buttons and plain text code blocks that render immediately.
Streaming Runtime Logs exports
Runtime Logs exports now stream directly to the browser, with all plans able to export up to 10,000 requests per export and Observability Plus subscribers able to export up to 100,000 requests.
Gemini 3.1 Pro on AI Gateway
Gemini 3.1 Pro Preview is now available on AI Gateway, bringing quality improvements across software engineering and agentic workflows with more efficient thinking.
One line every time AI actually ships, around the clock, free on Threads and Bluesky. Every one is in The Deploy Log with its source.