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Last updated 2026-10-16 06:00 JST

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Figma brings working code onto the design canvas

On October 15, Figma expanded Code layers, which bring working code onto the design canvas, to an open beta available on all plans. Teams can put visual ideas and interactive prototypes side by side in the same place.

Test how an idea works beside its design

Teams can turn a design into code or bring in code from a local folder, GitHub, or an AI-built prototype. They can place ideas such as a map or checkout screen side by side and discuss how each one behaves when used.

Figma says the open beta is rolling out across all plans. It has not said that every complex application can be brought in as-is.

Bring the written plan and data into view

The newly announced Specs feature puts written plans and decisions alongside designs and code. A separate Payload integration shows how a site built with Figma Make can store and manage its content.

Sketching an idea, making it work, and explaining it can now move back and forth on one canvas. How well that works in practice will become clearer as people try the open beta.

figma.com ↗ ↗

A prototype becomes a shared place to think.

What caught my attention today is that Figma now lets people place working code beside a design.

Draw a screen, build it somewhere else, then bring it back to show the team. More of that can now happen in the same place.

That's pretty interesting.

Write down what you're trying to make in Specs, then test how it works with Code layers. Payload can connect the result to a site that stores content. Put those announcements together, and the place where an idea is shown also becomes the place where it is tested.

Designers, developers, and people shaping the business can look at the same working thing and say, ‘Let's change this next.’

A prototype is becoming a place where a team thinks together, rather than something to look at before the real work begins.

Kohei Torigoe
Kohei Torigoe ↗ / AI Signal

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Eight videos worth watching now

Three recent playlist additions, three Japanese picks and two global picks, selected after checking their content.

Torigoe's Picks

Animating Illustrator Artwork with Prompts: Claude and After Effects

Iraresan - Vocational School Instructor74,000 subscribers · 25,000 views · 5 days ago

The description lists beginner and intermediate Illustrator courses, a book, and related resources. No caption excerpt is supplied, so it does not establish the Claude–After Effects workflow or model details suggested by the title.

Torigoe's Picks

Video Editing with Claude Code: PR Clips, AI Avatars, and Revisions

AIオタクのすすむ【副業迷子の救世主】955 subscribers · 20,000 views · 8 days ago

The creator describes delegating editing to Claude Code for a 15-second promotional clip, HeyGen avatar footage, and character videos made with Google Flow. The walkthrough includes actual instructions, failed attempts and fixes, and turning the workflow into reusable skills.

Torigoe's Picks

Five AI Stories This Week: Image Generation, SynthID, and AI Shopping

SHISHIGAMI TECH CH4,540 subscribers · 2,103 views · 5 days ago

This roundup revisits five AI stories covered October 5–10, including image generation, watermark detection, shopping, and agents with email identities. It discusses reported capabilities and incidents, then recommends specifying completion criteria, permission boundaries, and when an agent should stop and ask.

Japan Picks

An AI Engineer’s Software Tour: Apps and Services Used at Work

クロノITチャンネル14,000 subscribers · 14,000 views · 2 days ago

An AI engineer tours the apps and services they use for work as of October 2026. The description groups them by languages and frameworks, AI tools, editors and terminals, development infrastructure, creative production, business tasks, and Mac setup.

Japan Picks

The Uploader’s Overview of X Subscription’s Five Plans and Features

AI大学【AI&ChatGPT最新情報】56,000 subscribers · 4,568 views · 1 days ago

The uploader claims that X Subscription combines Grok, Cursor, Grok Bot, and X Premium into five plans, including a free tier. The description says the video covers plan prices, available features, registration steps, and points to watch.

Japan Picks

The Uploader’s Comparison of Gemini 4 Argon with ChatGPT and Claude

社長のAI実践チャンネル -眼から鱗 長島-6,680 subscribers · 6,347 views · 2 days ago

The uploader claims Gemini 4 Argon was released and compares Gemini, ChatGPT, and Claude on the same population research and slide-making assignment. The description also covers benchmark interpretation, the uploader’s experience with Spark, service integration and usage conditions, and their preferred division of tasks.

Global Picks

Building an Animated App with Claude Opus 5.5

Jason Lee207,000 subscribers · 55,000 views · 2 days ago

The uploader builds an animated mobile app with Claude Opus 5.5, using Higgsfield Seedance 2.5 for visual assets and Mobbin MCP for screen references. The listed steps cover app structure, animation improvements, and motion responsive to phone tilt.

Global Picks

Claude Code Course: From Engineering Plan to E-commerce Storefront

JavaScript Mastery1,280,000 subscribers · 221,000 views · 21 days ago

The course uses a luxury e-commerce storefront to teach a more structured Claude Code workflow. Its chapters cover foundations, CLAUDE.md, permissions, Plan Mode, reusable skills, shipping the store, and subagents working in parallel.

Updated every two days · Last updated 2026-10-16

Claude Code / Anthropic

01
  • Medium impactMedium signal

    Anthropic shares Claude election-use data and safeguards

    Anthropic analyzed roughly 250,000 US Claude conversations. It reports that about 5.75% touched on politics or social issues, while about 0.01% asked for a voting recommendation, and outlines new safeguards against election interference.

    www.anthropic.com ↗ ↗

OpenAI / ChatGPT

02
  • Medium impactMedium signal

    ChatGPT Voice gets GPT-Live-1.1 and new Japanese voice options

    OpenAI is gradually adding GPT-Live-1.1 and the smaller Quip model to ChatGPT Voice. It is also adding new Japanese voice options and more short spoken updates while a search is in progress.

    help.openai.com ↗ ↗
  • Medium impactMedium signal

    OpenAI releases educator AI course in Brazilian Portuguese

    For Teachers' Day on October 15, OpenAI released a Brazilian Portuguese edition of its AI for Educators course on its free OpenAI Academy learning site.

    openai.com ↗ ↗

AI Agents / Coding

03
  • Medium impactMedium signal

    GitHub updates HydraFusion and adds Max option

    GitHub updated HydraFusion's model lineup and how it combines their work, and added a Max option. The research preview is available in VS Code, the Copilot app, and the CLI.

    github.blog ↗ ↗
  • Medium impactMedium signal

    Figma launches Specs to keep design and written intent together

    Figma announced Specs, which keeps writing, design, and code together on one canvas. Teams can import Markdown, work with AI to shape a spec, and use it as context for development; the open beta is rolling out to paid plans.

    www.figma.com ↗ ↗

Video generation AI

04

    No new article was verified in this category today.

    Music generation AI

    05
    • Medium impactMedium signal

      YouTube Music starts labeling primarily AI-generated songs

      YouTube said on October 14 that it is gradually adding a label on the YouTube Music player page for songs whose composition or vocals were made primarily with generative AI. It plans to expand the label to the main YouTube app.

      blog.youtube ↗ ↗

    Foundation models / Research

    06

      No new article was verified in this category today.

      AI automation / Work

      07
      • Medium impactMedium signal

        Figma adds Payload for data-backed website creation

        Figma says that when teams build a website in Figma Make that needs content management, Payload can provide data storage and an admin panel. The integration aims to connect prototypes with sites people can keep updating.

        www.figma.com ↗ ↗
      Kohei Torigoe
      AI INSIGHTS / KOHEI TORIGOE

      Kohei Torigoe

      AI Product Architect

      Over 25 years in UI/UX design, product development and business development. Founded and led a company with a team of around 100 people.

      Currently planning, designing and developing new products using AI.

      Through AI Signal, I share discoveries from developing new products and the possibilities AI opens up for the future, while trying the latest AI technologies firsthand.

      Profile, work and contact ↗
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