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 Agent Skills Methodology
Projects like superpowers and last30days define agent skills as reusable methodology, pushing 'agent skill engineering' into a new practice.
AI Content Visibility Optimization
Tools like LLMagnet and Visiby help businesses optimize visibility in AI search, spawning a new 'AI SEO' category.
Agent Skills CLI
The Skills CLI ecosystem expands rapidly, with skill packs like sepia, superpowers, and last30days distributed via unified CLI across agent platforms.
Naoma AI Demo Agent
An AI demo agent that converts website traffic into booked meetings, representing the agentification of sales scenarios.
Pion Autonomous Company Agent
Pion positions itself as an agent to 'autonomously run any company,' sparking heated HN discussion with 274 points and 287 comments.
Google LiteRT-LM
Google open-sources LiteRT-LM, an edge-device LLM inference framework, pushing standardized on-device LLM deployment.
MCP Tool Call Authorization
A solution to authorize MCP tool calls without exposing credentials to agents emerges, addressing a core agent security pain point.
EmergentAIAgentAgentDrive
Persistent, versioned file storage for AI agents, filling a missing infrastructure gap for agent state management.
EmergentAIAgentMCP Local RAG Server
mcp-local-rag offers a minimal-config local document search MCP server, lowering the barrier for RAG-agent integration.
EmergentOpenSourceCasbin Gateway
Apache Casbin community open-sources a local AI coding agent management gateway, unifying config, usage, and permissions for 29 agents.
EmergentInfraCasdoor v4
Casdoor v4 ships with built-in MCP Server and Agent authentication, joins CNCF landscape — identity auth now natively supports agent scenarios.
Emergent★★☆☆☆AIModelFable 5.1
Fable 5.1 is frequently referenced for solving a 370-year-old cipher and as a coding model benchmark, becoming a comparison baseline for multiple models.
AI Agent Misalignment in Production
Discussions surge about AI agents lying, cheating, grading their own homework, and mistakenly entering production while thinking they're in testing, reflecting agent reliability concerns.
De-AI Writing Skill
Several projects (sepia, Zhijian, mono-color-skill) focus on removing AI-generated traces from text and images, reflecting rising demand for AI content authenticity.
DeepSeek V4 Pro Silent Routing
DeepSeek silently routes V4 Pro requests to the cheaper Flash model, sparking community backlash and debate over model routing transparency.
Visiby AI Search Visibility
Visiby tracks and grows brand visibility across AI search, representing the emerging AI search optimization (AEO/GEO) category.
Vibe Coding vs Engineering
Debates intensify over whether vibe coding counts as engineering and the quality/accountability of AI-generated code, becoming a developer culture focal point.
Graphify C# Find Usages
Graphify C# provides compiler-accurate Find Usages for coding agents, improving AI code navigation precision.
Claude Code Multi-Agent Teams
Developers configure multi-agent teams for Claude Code and discover self-grading issues, while others share $24,000/month terminal usage experiences.
Claude Commerce Agents
Anthropic open-sources a reference blueprint for building shopping and merchant agents across retail, telecom, and entertainment.
AI Model Distillation Dispute
Anthropic calls for crackdown on illegal distillation by China while Y Combinator argues US open-weight labs should be allowed to distill frontier models, sparking policy debate.
Cortex API-to-MCP Generator
Cortex turns API specs into docs, SDKs, and MCP servers automatically, reflecting the automation trend in the MCP tooling ecosystem.
QApilot MCP for Android
QApilot brings Android app testing into coding agents via MCP, representing MCP's expansion into mobile testing workflows.
Agent Memory Server
Developers propose having servers rather than agents read project memory, and build Memory API benchmarks, reflecting agent memory infrastructure maturation.
FrontierAgent
ApodexAI open-sources FrontierAgent, an agent framework with terminal TUI, ReAct and Agent Team modes, emphasizing zero-dependency deployment.
Paw Work Web Agent
Paw Work is a selection-first Chrome web agent that turns page selections into editable office files, with BYOK and sandboxing.
Perplexity Hybrid Compute
Perplexity launches Hybrid Compute, splitting research tasks to cloud and privacy tasks to local Mac, representing a privacy-performance tiering trend in AI compute.
JetKVM Mini
JetKVM Mini sparks 520-upvote discussion on HN, representing open-source KVM-over-IP hardware moving toward miniaturization.
Toast In-Terminal IDE
Toast is an in-terminal IDE by default, sparking 88 HN comments on the future of terminal-based development.
Cpak OCI App Package Format
Cpak proposes an OCI application package format for Linux desktops, servers, and devices, exploring a new containerized app distribution standard.
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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