From a short message to research, content and small tools, find something useful to try.
Explore new services, fast-growing open source and trending AI models, with practical uses and ways to get started.
Reviewed 3 services · 3 GitHub projects · 3 models
Launch announcements and practical access details
A Korean AI portal for research, slides, translation, meeting notes and data analysis.
Try thisSummarize a meeting recording and prepare a first presentation draft.
Launched October 15
General availability was announced on October 15. Selected for bringing research, documents and meeting notes into a Korean-language workspace.
Create an account to start free. Credit limits apply; check the current allowance when signing up.
Client projects, feedback and AI teammates in one workspace for agencies.
Try thisTurn a client brief into tasks, owners and deadlines, then share progress.
Launched September 28
A separate product launched on September 28. Useful for agencies and project teams organizing client requests and sharing delivery progress.
Free trial; paid Starter and Advanced plans. Client Portal and AI Meetings require Advanced.
A Git collaboration service that keeps agent sessions and review results alongside code.
Try thisReview the intent, agent history and checks behind AI-generated code with your team.
New Git forge launched October 26
The new Git forge launched on October 26, focusing on reviewing AI work history alongside code changes as a team.
Free code hosting during preview; agents are billed by usage. A verified card is required for trial credits.
Projects gaining attention that you can run yourself
Connect AI agents to desktop apps so they can inspect controls, click and type.
Try thisConnect repeated app data entry and screen checks to an agent workflow.
+12,120 stars this week
Growth verified on GitHub’s weekly Trending page. 20,529 total stars at capture; Apache-2.0 license.
Install required · separate AI agent and OS accessibility permissions. macOS 13+, Windows 10 1809+, Ubuntu 24.04+.
Map database terms and relationships so AI agents can query business data through SQL.
Try thisConnect revenue, customer and product definitions, then ask questions about sales data.
+10,159 stars this week
Growth verified on GitHub’s weekly Trending page. 11,044 total stars at capture; Apache-2.0 license.
Developer setup · Docker Compose, uv, an NVIDIA API key and database configuration. Model usage terms apply separately.
Add website design themes and accessibility and mobile checks to an AI coding tool.
Try thisBuild a landing page or audit an existing page’s design and mobile layout.
+5,987 stars this week
Growth verified on GitHub’s weekly Trending page. 51,818 total stars at capture; MIT license.
Install required · supported AI coding tool and Node 18+. Browser checks need Chrome and puppeteer-core.
Explore each model’s uses, setup and license
Generate synchronized video and audio from text, image and video inputs.
Try thisCreate a draft product clip from an image and a scene description.
Trending #5 · 11,268 likes
No. 5 on the captured official Trending list; a candidate for multi-shot video with audio.
Hugging Face sign-in and information-sharing/usage consent required. Local use needs Python/CUDA or ComfyUI setup. Commercial use is subject to the LTX Community License.
Transcribe recordings in 40 languages including Korean, with speaker and timestamp information.
Try thisTurn meeting or interview recordings into transcripts with speakers and timestamps.
Trending #10 · 3,125 likes
No. 10 on the captured official Trending list; a candidate for long recordings and speaker-attributed transcripts.
Installation and a GPU environment required. The official BF16 quick start uses one H100 80GB; supported hardware varies by quantization. OpenMDW-1.1 applies.
A 1.73B text model for local agents, tool calling and structured outputs.
Try thisBuild a small local assistant that organizes information into a fixed format.
Trending #29 · 1,574 likes
No. 29 on the captured official Trending list; a small model with Korean support and GGUF/MLX variants.
A runtime and model download are required. GGUF variants support CPU/GPU use; MLX variants target Apple Silicon. Check commercial-use terms in the LFM Open License v1.0.
What it does, what it costs, and how to use it.
Official sources reviewed24 AI tools · Updated
Draft emails, ask questions and organize ideas.
Read and refine long text, create documents and write code.
Ask questions and work with text and images using Google AI.
Search the web and check the sources behind an answer.
Summarize and ask questions about your sources. Formerly NotebookLM.
Turn a topic or document into a first slide deck.
Design presentations and social images with templates and AI.
Remove a photo background and edit product images.
Understand and edit code while building with AI.
Describe your idea to build a website or web app.
Turn written ideas into diagrams and visuals.
Find the key points in long videos and documents.
Search across languages and get summarized answers.
Move from research to documents and slide decks.
Generate and edit videos from text or images.
Generate images, expand them and improve resolution.
Describe a screen to create web and app designs.
Create image and copy variations for ads.
Describe a mood or add lyrics to make music.
Turn text into speech or add dubbing to a video.
Transcribe meetings and collect summaries and action items.
Schedule recurring research and content tasks.
Turn a portrait into a talking avatar video.
Create videos with control over scenes and camera motion.
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