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 Chief of Staff
Zetik acts as an AI chief of staff in your pocket, aggregating news and task management for personalized decision support, representing a new form of AI personal assistant.
GLM-5.3 Coding Leap
GLM-5.3 achieves a coding leap from scaled post-training on the same base, demonstrating the importance of post-training scaling for coding performance.
Rust GPUI Native App
A developer built a native app for coding agents with Rust and GPUI, showcasing Rust's potential in high-performance desktop application development.
AI Sports Betting Assistant
Big Mike is an AI assistant on iMessage offering sports knowledge and betting advice, bringing AI into the sports betting vertical.
AI Construction Estimation
CostLogic uses AI to automate construction takeoffs, estimates, and invoices, showcasing AI's potential in traditional industries.
AI Bank Aggregation
Talvo connects 2,500+ European banks to track spending, offering AI-powered personal finance management, a new fintech application.
Firefox iOS Native Adblocker
Firefox for iOS now has a native adblocker, sparking broad discussion on mobile browser privacy and ad blocking.
ThoughtDAG Context Graph
ThoughtDAG offers an editable context graph for LLM conversations, allowing users to manage dialogue context structure, a new paradigm for LLM interaction.
MathCode Agent
MathCode, a mathematical coding agent, focuses on generating math-related code, showcasing specialized agent applications in specific domains.
AI SVG to HTML Conversion
Developers use AI to achieve high-fidelity SVG-to-HTML conversion, using modular decomposition and pixel-diff loops to reduce restoration differences to 5%.
Rust+Tauri Bookmarking App
A feature-packed 6MB Rust+Tauri bookmarking app demonstrates the trend of lightweight desktop app development, emphasizing performance and resource efficiency.
AI Enterprise ROI Gap
Multiple reports indicate 95% of enterprise AI pilots deliver no measurable ROI, with spending growing but earnings impact limited, reflecting the ROI dilemma in AI adoption.
Qwen Open-Source Dominance
Alibaba's Qwen has claimed the top spot in open-source AI with over 3 billion downloads and released a model that runs on MacBook, establishing leadership in open-source models.
LLM Chart Drawing Without Pixels
Developers explore letting LLMs draw charts without touching pixels, using code generation for visualization, a new approach in AI-driven visualizations.
Agent Reliability Testing
Developers systematically evaluate LLM agent reliability through large-scale trials (e.g., 4,200 tests) and discuss serving challenges of models like Kimi K3, focusing on engineering quality.
AI Agent Security Scanner
A developer built a security scanner that checks 'if you are a dog', humorously exploring new identity verification challenges in the AI era.
EmergentIndustryAnthropic Decart Acquisition
Anthropic is closing in on a $7 billion deal to acquire Decart, beating Nvidia, showing strategic competition among AI labs in compute.
EmergentDevToolsAgent Rule Compliance
Research shows extremely low compliance rates (0%) for rule files like CLAUDE.md, sparking reflection on the effectiveness of agent configuration and prompt engineering.
EmergentInfraVercel ECH Support
Vercel CDN now supports Encrypted Client Hello (ECH), enhancing network privacy, a significant security update for CDN services.
Emergent★★★★☆AIAgentAgent Memory Frameworks
The community is deeply discussing persistent memory solutions for agents, with multiple technical approaches including vector DBs, files, graph DBs, and RL coexisting as key challenges for building complex agents.
Coding Agent Token Optimization
Multiple token optimization solutions for coding agents, such as Graft and Headroom, are emerging to reduce costs by compressing context and minimizing token usage.
AI Visual Bookmark Manager
AI-powered visual bookmark managers like Muse are emerging, using AI to improve the organization and discovery of bookmarks and saved content.
AI Agent Desktop Harness
Desktop versions of tools like DeepSeek Harness lower the barrier to using agent frameworks, eliminating dependencies like Node.js and promoting broader adoption of agent technology.
Code Knowledge Graphs
Projects like code-graph-rag and Graphify transform codebases into queryable knowledge graphs, providing AI agents with more accurate code understanding and editing capabilities.
Agent Skills Registry
Skill registries like Anthropic's Agent Skills repo and the OpenClaw Skills Registry are growing rapidly, marking the standardization of the agent skills ecosystem.
LLM API Receipts
Inferock Bench provides an independent receipt for every LLM API call, increasing transparency and auditability in AI service billing.
Prompt-Based Web Scraping
Tools like BrowserAct Cloud allow users to scrape data from any website with a single prompt, transforming web scraping from a coding task to natural language interaction.
AI Clone Workers
Products like Munder Difflin use Claude Code and Codex to create AI clones that perform work tasks, representing a new application direction for AI agents in personal productivity.
Browser-Based Generative DAW
Suno Studio 2.0 launched as a browser-based generative DAW, pushing AI music creation from experimentation toward professional production.
GPT-5.6 Sol Ultrafast Mode
OpenAI previewed Ultrafast mode for GPT-5.6 Sol, claiming up to 14x speed improvement, potentially redefining LLM inference performance standards.
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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