Pulse
What's moving right now
Our editorial trend radar for AI-assisted development, alongside live data from GitHub and Hugging Face, refreshed hourly.
Trend radar
Agentic coding goes autonomous
The center of gravity has moved from autocomplete to agents that take a task, work across the whole repo, run the tests, and open a pull request. Cloud agents that work while you sleep — and fleets of parallel agents on one codebase — are the current frontier.
#agents #claude-code #cloud-agents
MCP is becoming the USB port of AI apps
The Model Context Protocol keeps eating the integration layer: one standard for wiring models to databases, browsers, SaaS tools, and each other. New servers appear daily, and 'does it speak MCP?' is now a default question for dev tools.
#mcp #integrations #tooling
Spec-driven development
Write the spec, let agents implement against it. Teams are treating markdown specs, AGENTS.md files, and plan-first workflows as the real source code — with the implementation increasingly disposable and regenerable.
#workflow #specs #best-practices
Small + open models get startlingly good
Open-weight models keep closing the gap for well-defined tasks, and on-device inference is going mainstream. High-volume features that once demanded frontier APIs now run on models you can download from Hugging Face.
#open-models #hugging-face #local-ai
Security scrutiny of vibe-coded apps
With a wave of AI-built apps in production, researchers and attackers alike are scanning for the classic misses: exposed keys, missing row-level security, client-only auth checks. Security review prompts and automated scanners are becoming a standard part of the ship checklist.
#security #best-practices
From vibe coding to vibe engineering
The community discourse matured: pure vibes get you a demo, but shipping means version control, tests, review, and deliberate architecture — with AI doing the labor at every step. The winning skill set is direction and judgment, not syntax.
#culture #workflow
Rising on GitHub
Live — top AI repositories created in the last 30 dayszhuyansen/new-term-radar
Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.
deeplethe/solid-glass
A design system for AI applications. Material, physical, tactile, technical.
datalab-to/indra
1M param OCR model - runs on CPU, 15x faster than tesseract, close to 1B+ param models in accuracy
huaxialucaicaizi/ai-startup-skills
创业公司做 AI 产品的 7 步 Agent Skill 合集：验证 → BP → 政策 → 路演 → 获客 → 定价 → 注册。
sleepy-zone/ai-ref-library-cn
AI 作图素材库 · 中文版（脸 / 姿势 / 服装）
hevnsnt/CVEngine
AI-first external attack surface assessment with continuous discovery, evidence-based vulnerability validation, and developer-agent MCP integration.
Trending on Hugging Face
Live — models by trending scoresperidlabs/idol
image-to-3d
xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic
text-generation
moonshotai/Kimi-K3.1-Pro
image-text-to-text
ricursiveAI/Ripple-65B-Preview
Lightricks/LTX-2.5
image-to-video
NousResearch/Arete-27B
text-generation
Where the community gathers
The rooms where builders share what they're shipping, what broke, and what's next.
r/vibecoding
RedditShow-and-tell builds, tool debates, and honest postmortems from people shipping with AI every day.
GitHub Trending
GitHubThe daily pulse of what developers are starring — new agent frameworks and AI dev tools regularly top the charts.
Hugging Face Spaces
Hugging FaceLive demos of new models and AI apps. The fastest way to see what's newly possible, usually before the blog posts land.
Claude Developers Discord
DiscordBuilders comparing agent workflows, MCP servers, and prompting techniques for Claude and Claude Code.
Cursor Community Forum
ForumDeep threads on AI-editor workflows, rules files, and getting the most out of agent mode.
Product Hunt
Product HuntWhere vibe-coded products launch. Great for spotting what solo builders are shipping — and what's resonating.