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.
Typst
Typst typesetting system scored 114 points on Lobsters with 'makes big strides', gaining continued attention as a modern LaTeX alternative.
EmergentTechConceptPasskey Skepticism
Lobsters hot post 'I don't like passkeys' scored 70 points with 46 comments, reflecting developer community controversy over passwordless authentication's real-world experience.
EmergentIndustryIndie Dev AI Tool Saturation
Indie dev community posts: 880 of 2924 products are AI tools, an AI subtitle tool got zero paying users in 30 days, and copying a SaaS led to deleting half the site — reflecting severe AI tool market saturation.
EmergentTechConceptKillSwitch Programming Language
KillSwitch is a programming language deliberately designed to be difficult for LLMs, reflecting developers' counter-thinking against AI-generated code proliferation and an 'anti-AI' experimental direction.
EmergentAIAgentFlotilla Server Management
Open-source Flotilla v1.0.0 lets AI manage all servers at once with human approval at every step, representing 'human-in-the-loop' safety design in Agent operations.
EmergentInfraDuckDB-Wasm with OPFS
Implementing persistent databases in the browser with DuckDB-Wasm and OPFS, representing a new breakthrough direction for browser-side database capabilities.
EmergentProductivityPudiu Tool Box
Pure frontend online toolbox solves pain points of scattered tools, tedious installation, and restricted web asset downloads, representing a new direction for install-free web tools.
EmergentAIModelAlibaba Open-Source Medical AI
Alibaba open-sourced an AI model detecting cancer and 150 conditions, representing big tech's open-source positioning in vertical medical AI.
EmergentAIAgentTerminal-Bench
Vercel Sandbox now supports running Terminal-Bench and other Harbor evals, representing the establishment of standardized Agent terminal capability evaluation infrastructure.
EmergentOpenSourceFedora Package Signing
Reddit discusses the complexity of Fedora package signing ('draw the rest of the owl'), reflecting real-world difficulties in open-source distro supply chain security practices.
EmergentDevTools1Pass Login Payment SDK
1Pass simplifies WeChat login and payment integration, solving indie developers' pain of repeatedly handling application requirements, material preparation, and review waiting.
Emergent★★★☆☆AIModelJev Model
Jev became the fastest-adopted model in AI Gateway history, spawning ecosystem tools for context compaction and semantic code review.
ZCode Git History Upload Controversy
Zhipu's AI coding tool ZCode was exposed for silently uploading full Git history, sparking broad debate on privacy and data security in AI coding tools.
Cloudflare Quick Tunnels
Cloudflare Quick Tunnels sparked discussion, reflecting continued developer interest in tunneling and NAT-traversal services.
Agent OS
Huawei's 'Intelligent World 2035' report proposes Agent OS among ten tech trends, pointing to an agent-centric operating system paradigm.
Continual Learning for Self-Improving Agents
Projects like reef provide continual learning infra for self-improving agents, representing exploration in agent memory and continual learning.
Cactus Needle 3
8-29MB tiny automation models claiming to match DeepSeek V4 Flash, pointing to a new direction for ultra-small on-device models.
Qwen3.8-Omni-Flash
Alibaba Tongyi's native omni-modal model focused on getting work done, offered free for a limited time.
Anthropic AI Progress Metrics
Anthropic proposed three metrics to quantify AI development speed, reflecting the industry's need to standardize AI progress evaluation.
Peerium Computing Architecture
Huawei unveiled the Peerium computing architecture and Ascend 960 supernode, making a million processors act as one computer to meet AI compute demand.
AINA
An AI coach app that finds blind spots in your job search, representing AI's landing in the career-development vertical.
Claude Code AGENTS.md Support
Claude Code now reads AGENTS.md when no Claude.md exists, reflecting a trend toward standardizing agent config files.
Sider Omni Sidebar
Gives every Mac app an agent sidebar, representing the trend of agents embedding into desktop OS interaction.
Pushary
A tool that makes every agent accessible via the Mac's notch, exploring new always-on entry points for agents.
Ami AI
An AI sales and marketing tool positioned as 'Lovable for getting customers', reflecting the rise of AI-native GTM tools.
Concat
An open-source CapCut replacement (MCP-supported) written in Rust, representing the combination of open-source video editing and agent integration.
Makersclaw
An operating system for a company run by agents, embodying the emerging concept of agent-driven organizations.
AI Hallucination in Military Intelligence
The US military had a close call after using an AI-hallucinated intelligence report, highlighting AI reliability risks in high-stakes scenarios.
PawWork
A selection-first Chrome web agent that lets you select on the live page and get an editable office file, BYOK and sandboxed.
Cache-to-Cache Communication
Research on direct semantic communication between LLMs (Cache-to-Cache), exploring a new paradigm for multi-model collaboration that bypasses text.
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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