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.
Vibe Proof of Conway's Conjecture
A developer 'vibed' a proof of Conway's conjecture, sparking discussion on AI-assisted mathematical research.
EmergentDevToolsOwnCode
A security-first local AI coding tool, reflecting developer demand for data privacy and localized AI coding.
EmergentAIModelGLM 5.3 FlashX
GLM 5.3 FlashX launched on Vercel AI Gateway, reflecting Chinese models accelerating into overseas distribution channels.
EmergentDevToolsKimi Code Desktop
Kimi Code released desktop clients for Mac and Windows, extending AI coding tool competition to the desktop.
Emergent★★★☆☆AIModelGemini Live Extended Thinking
The Gemini 3.8 Live audio model line with extended thinking, targeting real-time voice application development.
MCP Security Testing
Security and testing tooling around MCP is emerging, marking MCP's shift from feature exploration to quality and safety.
Claude Code Best Practice
A practice methodology moving from vibe coding to agentic engineering, becoming a hot topic for engineering norms in the coding-agent era.
Higgsfield API
One async API unifying access to 50+ generative media models, representing productization of multi-model aggregation APIs.
Qoder
An AI coding platform offering free Qwen3.7-Max access, attracting Chinese developers with a free-tier strategy.
MCPJam
A testing and evaluation platform purpose-built for MCP servers, signaling that the MCP ecosystem is starting to grow supporting quality tooling.
Enterprise Tokenomics
Enterprise token economics and token governance are becoming core issues for controlling AI deployment costs, drawing interest from vendors and telcos.
Unicode 18.0.0
Unicode 18.0.0 was released, an important update to the character encoding standard affecting global text processing.
Hister
A private search engine for the pages you visit and the files you keep, sparking high HN engagement.
ByteDance WorkBuddy
A ByteDance-family AI coding assistant gaining traction in Chinese dev communities amid points mechanics and Codex-user migration discussions.
Bitrise Remote Dev Environments
Cloud Mac build environments designed for coding agents, solving the problem of agents being unable to build on a local Mac.
Weave Router
A subscription-aware coding agent router that intelligently distributes tasks across multiple coding agent subscriptions to optimize cost.
HowToLiveBetter
An open-source, cost-effectiveness-ranked evidence-based life guide with each entry citing cost, benefit, evidence level and source; gained stars fast.
NovaSynth
A simulation platform that tests voice agents against synthetic callers, addressing the difficulty of covering real user scenarios for voice agents.
Text Agent Store
A marketplace for AI agents you can talk to directly over SMS/iMessage, exploring a text-native distribution model for agents.
ZeroClick
Lets products sell directly to AI agents, reflecting the commercial trend of agents as a new class of buyer.
Twigg
A ready-to-use context layer that spares developers from building their own agent context-management infrastructure.
Appwrite 2.0
Open-source cloud platform Appwrite 2.0 repositioned for agents and developers, reflecting BaaS evolving toward agent infrastructure.
CREEM 2.0
A sales and growth platform for AI-built products, version 2.0, reflecting maturation of monetization tooling for AI products.
FUJITSU-MONAKA
Fujitsu's made-in-Japan next-generation CPU drew heavy HN attention, reflecting rising interest in sovereign chips.
UI/UX Pro Max Skill
An AI skill providing design intelligence for professional cross-platform UI/UX, reflecting the trend of packaging design capability as agent skills.
Emergent★★☆☆☆AIAgentOmnigent
An open-source AI agent meta-harness that orchestrates Claude Code, Codex, Cursor and others without rewriting integrations.
Aclif
An agent CLI framework that unifies grammar and canonical naming across SaaS tools, aiming to standardize the agent command-line interface.
Reef
Continual learning infrastructure for self-improving agents, exploring long-term online learning for agents.
GLM Inference Infrastructure
A technical deep-dive on how GLM built its own inference infrastructure sparked HN discussion, reflecting interest in self-built inference stacks.
Model Staleness Tracking
Tracks release age and training cutoff for 20 models, helping developers judge how 'stale' an AI's knowledge is.
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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