Stop Guessing What to Build.
Every morning, AI scans 28 platforms, cross-validates signals, and ranks emerging tech trends by builder relevance. Free tiershows you what's trending. Pro gives you the full business case — TAM, MVP blueprint, pricing strategy, and risk assessment — so you know exactly what to build and how.
LLM Control Plane
Open-source LLM control planes and thought visualization tools emerge, reflecting rising demand for LLM management and monitoring.
L9gpu
A GPU telemetry tool that ties each GPU to a K8s pod or Slurm job.
Captchainbox
An email tool that makes senders work to get into your inbox.
Web-View Terminal Emulator
Terminal emulators like orzma now support rendering web views, expanding the functional boundaries of the terminal.
Nectar
A Rust-like React framework that compiles to WebAssembly.
Peek-CLI
A CLI tool that lets Claude Code see the browser.
RNet
An AI credit wallet for everyday users.
Sidenote
A tool for commenting on rendered blogs, where an LLM generates the Git diff.
WebDrop LAN Transfer
A pure LAN file sharing tool that requires no app installation on the receiver's side; files can be transferred via browser.
WebDrop
A cross-platform LAN file sharing tool — no app installation needed, works directly through the browser.
Cloudflare SaaS Template
A zero-cost Cloudflare-based SaaS template for going global lowers the barrier for indie developers to deploy overseas.
Open-Source Robot Vacuum
The open-source vacuum robot project oomwoo gains traction, representing innovation in open-source hardware and robotics.
MCP Protocol
An open protocol standard from Anthropic enabling LLMs to securely call external tools and data sources.
Fluid Compute
Vercel's next-gen compute runtime where function instances are reused across concurrent requests, drastically reducing cold starts.
AI Gateway
A unified AI gateway offering multi-provider access with observability, model fallbacks, and zero data retention.
WebContainer
StackBlitz's in-browser Node.js runtime based on WebAssembly, enabling full dev environments to run entirely in the browser.
Cursor Rules
Project-level AI behavior configuration files for Cursor IDE, allowing developers to customize coding assistant rules and preferences.
Claude Agent SDK
Anthropic's official Agent SDK for building custom AI agents and integrating them into applications.
How Trends Are Ranked & Discovered
Every trend you see below is automatically scored and staged by our pipeline. Here's exactly how it works.
How We Score
Each term gets a 0–100 score from four weighted dimensions:
• Channel diversity (highest weight)
• Signal strength across independent platforms
• Community engagement velocity
• Cross-platform propagation
Maturity stages — based on age since first detection:
Report thresholds: Top tier deep research report · Mid range quick brief · Lower range monitoring only
How Terms Are Discovered
Every night, our LLM pipeline scans signals from 30+ platforms and extracts emerging terms using 5 rules:
- Cross-platform validation — a term must appear in ≥2 independent platforms, not a single isolated post.
- Representative filtering — new products are only kept if they represent a broader emerging pattern, not one-off launches.
- Discussion volume threshold— low-score single posts don't qualify; there must be genuine community interest.
- Generic term blacklist — known broad terms (AI, React, Python, API, LLM, GPT) are automatically ignored.
- Quality over quantity — only terms with genuine cross-source validation are accepted. No numeric cap.
Sources: HN, Reddit, GitHub, Product Hunt, X, DEV Community, V2EX, Lobsters, and more.
Two Engines, One Report
Every night, our dual-engine system scans the internet. Every morning, you get one decision — validated, priced, and ready to execute.
Discovery Engine
AI scans 30+ platforms — HN, Reddit, GitHub, Product Hunt, X, DEV, V2EX, and more — for emerging pain points, rising trends, and market gaps. Every term is cross-validated across independent sources before it reaches your dashboard.
- Cross-platform signal validation
- Pain point vs. hype detection
- Actionability scoring
Monitoring Engine
Follow up to 10 topics, people, or tech stacks. Every day, the AI tells you what's happening, and — most importantly — what you should do about it. Track competitors, spot shifts in developer sentiment, and catch opportunities before they hit the mainstream.
- Topic trend analysis
- Pricing & feature change signals
- Actionable alerts, not noise
What You Get with Pro
Free tier shows you what's trending. Pro gives you the full business case — TAM, MVP blueprint, pricing, risk assessment, and a concrete action plan. Built for builders who want to stop reading and start building.
Deep Analysis Reports
Full business cases for the top 25% of trends. Each report includes TAM estimation, competitive landscape, business model recommendations, MVP blueprint, risk assessment, and concrete next steps — 3,000+ words of actionable intelligence.
19 reports · Updated dailyCSV & JSON Export
Download the full trend database for your own analysis. Feed it into your spreadsheet, notebook, or custom tooling. All 280+ terms with scores, categories, stages, and growth metrics.
CSV + JSON · One clickCustom Trend Alerts
Set keyword and category alerts. Get notified when a trend matching your criteria crosses your score threshold. Never miss an opportunity in your domain again.
Up to 10 alerts$19/month after trial. Cancel anytime.
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