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.
Self-Hosted CCTV for SBC
CheapSecurity is a lightweight, self-hosted CCTV system designed for Linux SBCs, promoting low-cost home security solutions.
FeyNoBg Background Removal
An automatic background removal model and training library, providing out-of-the-box AI capabilities for image processing.
Self-Hosted Document Signing
The Let's Seal project offers free, self-hosted document signing, similar to Let's Encrypt's impact on HTTPS, potentially lowering the barrier to digital signatures.
Nanobot Personal AI Agent Framework
An ultra-lightweight, open-source, self-hosted personal AI agent framework with WebUI, tool calling, MCP protocol, and multi-agent workflows, lowering the barrier to agent development.
Browser-Based FFmpeg Video Editor
A browser-based video editor that renders videos directly with FFmpeg, requiring no backend server, representing a new direction for web-based video editing.
Chrome DevTools MCP
Google's official Chrome DevTools MCP protocol enables AI coding agents to directly control browser DevTools, significantly enhancing automated testing and debugging capabilities.
Bento Office Suite
An office suite that fits in a single file, challenging the complex architecture of traditional office software with its minimalist design.
KV Cache Offload Inference
Reduces long-context inference costs by 50% via external KV cache offload, a significant advancement in LLM inference optimization.
LiteRT-LM Edge AI Framework
Google's open-source, production-ready, high-performance LLM inference framework for edge devices, advancing AI deployment on edge.
Caveman Token Optimization
A Claude Code skill that cuts token consumption by 65% by using caveman-like terse language, demonstrating an extreme prompt optimization approach.
Voicebox AI Voice Studio
An open-source AI voice studio supporting voice cloning, dictation, and creation, democratizing voice AI technology.
Mastra Agent Framework
Mastra framework adds sandbox deployments and one-step build, simplifying AI agent deployment, a significant advancement in agent engineering.
Pilot Protocol
A network protocol that allows AI agents to discover tools and each other, fostering inter-agent collaboration and a tool ecosystem.
Infrawrench Cloud Workflow Manager
A tool that manages cloud services through workflows and chat, combining DevOps operations with an AI conversational interface.
SwiftUI MCP Component Library
A library of 1250 SwiftUI components that uses the MCP protocol to let AI write components directly into your app, greatly accelerating iOS development.
AI997 Mac Agent Keeper
A macOS menu bar utility that prevents the Mac from locking during long-running AI agent tasks, solving a practical pain point in agent automation.
Microservices to Monolith Return
The trend of Java backends returning from microservices to monolithic architecture in the AI era, reflecting a pursuit of simplified architecture and reduced complexity.
Coding Agent as Digital Employee
Discusses upgrading coding agents from smart autocomplete tools to digital employees capable of completing tasks independently, representing the future of AI coding tools.
Agentic Pull Request Research
An empirical study on how AI coding agents contribute to software development, analyzing the quality and impact of agent-submitted pull requests.
AgentENV
Kimi AI's open-source distributed system, AgentENV, supports agentic reinforcement learning training, providing infrastructure for large-scale agent training.
Agent-Friendly AI Database
Explores the features a database should have for AI agents, with a prediction that one-third of enterprise software interactions will be handled by agents by 2028.
AI Agent Self-Verification Problem
Research finds AI agents cannot self-verify their outputs, a more serious problem than expected, fundamentally challenging agent reliability.
Self-Hosted Security Solutions
Lightweight self-hosted CCTV and GrapheneOS's locked-device data protection mechanisms reflect a strong developer demand for privacy and self-sovereignty.
Agent Collaboration Frameworks
Multiple independent projects — from open-source collaboration frameworks to dual-agent code review tools — indicate that agent-to-agent collaboration is emerging as a new paradigm in AI development.
AI Skill Ecosystem
A 'Skills' ecosystem around AI coding assistants like Claude Code is rapidly forming, with diverse skills for token reduction, cross-platform research, and geovisualization, and the community has begun systematic discussions on skill design methodology.
Browser-Native AI Inference
TTS models and video editors running FFmpeg and ONNX inference directly in the browser signal that fully local, serverless AI applications are becoming a reality.
AI-Native Code Presentation
Open-source animated code presentation tools and dependency-free Markdown editing web components show developer experience tools evolving toward lighter, more visual formats.
AI Video Analysis Tools
From shot-by-shot prompt extraction to YouTube content summarization, AI video understanding tools are moving from general-purpose toward vertical scenarios.
Image-to-3D Generation
The img2threejs project converts reference images into ready-to-use Three.js models via token-efficient reconstruction, representing a new direction in AI-generated 3D content.
Story
An emerging trend related to story, appearing across multiple tech community sources today.
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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