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.
AGI Is Here
A widely discussed HN post claiming 'AGI Is Here', reflecting ongoing community debate over AGI definitions and thresholds.
EmergentTechConceptGeorgism
An HN discussion on whether Georgism works five years later, a rare deep dive into economic policy in the tech community.
EmergentAIAgentMCP Python SDK v2
The Model Context Protocol Python SDK releases v2.2.0, representing the continued maturation and iteration of the MCP ecosystem.
EmergentAIAgentBlender MCP
Using MCP to let AI drive Blender for 3D modeling and digital twins, representing MCP's extension into 3D creation tools.
EmergentDXAI Documentation Field Guide
A systematic guide to Model Cards, Eval Reports, Agent Cards and other AI documentation specs, an early exploration of AI documentation standardization.
EmergentAIAgentQwen-Planner-Agent
A closed-loop AI-for-AI framework for real-world mobile planner agents, representing research progress in mobile agent planning.
EmergentInfraOllama MLX on Apple Silicon
Ollama v0.40 runs models on MLX by default on Apple Silicon, a significant update for local inference performance.
EmergentAIAgentScreen Before You Serve
A simulation-based pre-screening method for production customer-experience AI agents at 140M scale, representing a QA paradigm for large-scale agent deployment.
EmergentAIAppjev-chat-jarvis
A phone-based conversational copilot that reads chats in QQ/X/Feishu and suggests replies, representing non-invasive social agent apps.
EmergentIndustryEnterprise AI Governance Gap
Multiple reports note enterprise AI adoption remains limited by data, integration and governance challenges, reflecting structural barriers to enterprise AI.
EmergentDevToolsopen-design
An open-source Claude Design alternative that turns coding agents into design engines, exporting HTML/PDF/PPTX/MP4.
EmergentAIAgentRecurse
A platform for developing and deploying specialist agents faster, reflecting the rise of specialist-agent deployment tooling.
EmergentAIAgentagent-skills
Addy Osmani's production-grade engineering skills for AI coding agents, representing the standardization trend in the agent skills ecosystem.
EmergentAIModelChronos-2
Amazon's time series forecasting foundation model with over 21M downloads, representing the maturation of time-series foundation models.
EmergentIndustryEnterprise Agentic Cloud
Huawei Cloud and others rolling out enterprise AI products and building an open agentic cloud, representing cloud vendors' transformation toward agent infrastructure.
EmergentAIAppFoster Writing Editor
YC W21's Foster offers on-demand editing to improve writing, a new member of the AI writing assistant space.
EmergentTechConceptSWE-Prometheus
A framework measuring engineering governance improvements in real-world repos, a new direction in quantifying software engineering governance in the AI era.
EmergentTechConceptBrowser Warcraft III
A project running Warcraft III in the browser, representing technical breakthroughs in running large games on web platforms like WebAssembly.
EmergentAIAgentPydantic AI
An AI agent framework built the Pydantic way, representing the direction of combining type safety with agent development.
EmergentAIAgentFinePrint
An agent that checks hackathon entries against the rules it reads, representing agents applied to rule-compliance review.
EmergentInfraFree Proxy Script Injection
Checking 1M free proxies found 1 in 5 injecting scripts, a notable case of empirical security research.
EmergentTechConceptEnvironment Wall in LLM Agents
Proposes evolving LLM agent environments for recursive self-improvement, breaking the 'environment wall'.
EmergentDevToolsSpring Boot 4.x Bucket
SpringBootBucket 4.1.1 releases based on the latest Spring Boot 4.x, a reference for Java backend ecosystem version iteration.
EmergentInfraCasbin Gateway Agent Egress Monitoring
Apache Casbin Gateway adds agent egress monitoring to catch whole-repo uploads like ZCode, addressing AI coding tool data-leak concerns.
EmergentTechConceptConfused Deputy in AI Agents
Discusses how AI agents keep reintroducing the classic Confused Deputy vulnerability, a notable old problem resurfacing in agent security.
EmergentAIAgentAgentic Workflow Orchestration
An academic direction orchestrating agentic workflows via RL and adaptive resource allocation, moving agent orchestration from practice to systematic research.
EmergentTechConceptMicrokernel Multi-Engine Architecture
A whitepaper on five-engine microkernel architecture and layered decoupling, representing exploration of balancing openness and core protection in open-source architecture design.
EmergentAIAgentWebsite-to-API-and-MCP
A tool that gives any website an API and MCP, representing MCP's expansion toward 'everything is connectable'.
EmergentDevToolsSWE Coding Agent in Rust
A line-based coding agent written in Rust, reflecting Rust's penetration into agent toolchains.
EmergentDevToolsrttsh
A scriptable J-Link RTT command-line tool for AI on-board debugging, batch script verification and CI.
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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