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.
AI Motion Graphics Generation
Tools like Topview Motion Studio and Fotor's Video Agent enable creating and editing motion graphics and video via chat, lowering the barrier to professional video production.
Open-Source macOS-like OS
Open-source OSes like RavynOS based on Darwin/FreeBSD aim to run macOS software on Linux, exploring new directions for open-source desktops.
AI Coding CLI Workbench
Locally-run AI coding workbenches like Termexo that unify management of Claude Code, Codex and other agents reflect the new demand for multi-agent orchestration.
AI-Powered Fitness Motion Tracking
From HITAI's acquisition of a fitness gaming studio to SwiftMo Power capturing exercise kinematics via webcam, AI motion tracking is reshaping fitness experiences.
LLM Skills Steering
Academic research is beginning to explore steering and optimizing 'skills' within LLMs, echoing the rise of the Skills ecosystem in the community.
AI-Generated Long-Form Video Lectures
Projects like Academa use LLMs to generate long-form STEM lecture videos, exploring new AI applications in educational content creation.
Podcast Search Engine
Radar by Particle, a podcast search engine, fills the gap in podcast content retrieval, powered by AI.
AI-Native Legal Tech
AI-native operating systems like Referent targeting modern law firms show AI is deeply transforming vertical workflows in the legal industry.
AI Bird Identification Systems
A developer turned security cameras into an automatic bird identification system, showcasing innovative AI + consumer hardware integration that sparked community discussion.
Chrome MV2 Removal Backlash
Google's removal of MV2 extensions from the Chrome Web Store, including uBlock Origin, sparked widespread debate in the developer community over extension ecosystem and user control.
Local AI App Discovery
Projects like Lemonade help users discover and run local AI apps by serving optimized LLMs from their own GPUs/NPUs, advancing the decentralized AI app ecosystem.
AI Job Search Automation
Open-source projects like career-ops use AI to scan job portals, evaluate listings, tailor CVs, and track applications, running locally in AI coding CLIs to automate job hunting.
AI-Generated ARC-AGI Tasks
Projects like arc-task-gen generate original ARC-AGI-1-style tasks distribution-matched to the public eval set, advancing AGI benchmark development.
ValidatingOpenSourceOpen-Source Debloating Directory
debloat.dev catalogs 203 open-source lightweight alternatives to help users regain control of their hardware, reflecting dissatisfaction with vendor software bloat.
ValidatingAIAppAI Memory for Long-Form Writing
An indie developer built an AI writing system with long-term memory to solve the pain point of models forgetting context and foreshadowing in long-form fiction.
ValidatingInfraAI Agent Budget Controls
Vercel's per-user budget feature on AI Gateway reflects the emerging need for cost governance in enterprise AI agents.
ValidatingAIModelAI-Driven Gene Therapy Design
YC startups like Origin are using AI to design regulatory DNA for safer gene therapy, pushing AI into the frontier of synthetic biology.
Validating★★★☆☆AIAgentAgent Harness
Agent harnesses are a hot trend, with projects like Metis pushing DeepSeek to Opus-tier coding performance.
Token Efficiency Linter
As AI coding costs rise, developers are adopting token-efficiency linters and proxies like Tokensift and rtk to reduce consumption.
AI Coding Skill Frameworks
Projects like superpowers propose agentic skills frameworks, packaging skills into reusable methodologies to enhance AI coding efficiency.
LLM Token Cost Optimization
Tools like rtk claim to reduce token consumption by 60-90%, with the developer community widely focusing on optimizing LLM usage costs.
AI-Powered Reading Tools
Developers are exploring automated immersive reading and PDF source backtracking to enhance reading efficiency and experience.
AI Coding Cost Crisis
The developer community is discussing the soaring token costs of AI coding tools, with some saying it's more expensive than hiring employees.
AI Code Refactoring
Developers use tools like Codex for large-scale refactoring, but face speed and collaboration issues, sparking discussions on AI refactoring practices.
LLM-Native Quant Trading Terminal
Platforms like R20 Quantum Trader and QFO integrate LLMs into quantitative trading, featuring self-evolving execution engines and local backtesting.
AI-Generated Lecture Videos
Projects like Academa use LLMs to generate long-form STEM lecture videos, potentially transforming online education content creation.
AI-Powered Pitch Deck Analysis
Tools like 1752vc use AI to analyze pitch decks, helping founders predict investor feedback before sending.
AI-Powered Presentation Tools
Projects like ppt-master use AI to convert documents or topics into native PowerPoint decks, with support for animations and data charts.
AI-Native Legal OS
AI-native operating systems like Referent are entering vertical industries such as legal, offering customized AI workflows.
AI-Powered Document Parsing
Tools like Cohere Parse 5 convert complex documents, tables, and images into AI-ready data, improving efficiency for RAG and other 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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