APIs and tools that give AI agents access to live intelligence, cost analytics, and synthesized research. Built for developers shipping production systems.
Products
Tools and APIs for teams building AI-powered applications. Each product solves a specific problem in the LLM development stack.
Real-time intelligence API. Query any topic and receive a synthesized briefing drawn from hundreds of sources. Structured data for agents, not raw search results.
AI research intelligence feed. Tracks frontier researchers and labs in real-time, classifies content by theme, and serves a live dashboard with WebSocket updates.
LLM cost calculator. Compare API pricing across 27 models from 8 providers. Input your token usage, sort by cost, compare side by side. No signup, no tracking.
For Developers
Drift gives your agents access to real-time, multi-source intelligence without managing scrapers, feeds, or search APIs. Request a briefing, get structured data back.
import httpx response = httpx.post( "https://api.fumeilab.com/v1/briefing", headers={ "Authorization": "Bearer fl_sk_...", }, json={ "topic": "AI model releases this week", "depth": "detailed", }, ) briefing = response.json() print(briefing["summary"])
curl -X POST https://api.fumeilab.com/v1/briefing \ -H "Authorization: Bearer fl_sk_..." \ -H "Content-Type: application/json" \ -d '{ "topic": "AI model releases this week", "depth": "detailed" }'
const response = await fetch( "https://api.fumeilab.com/v1/briefing", { method: "POST", headers: { "Authorization": "Bearer fl_sk_...", "Content-Type": "application/json", }, body: JSON.stringify({ topic: "AI model releases this week", depth: "detailed", }), } ); const briefing = await response.json(); console.log(briefing.summary);
About
不明 means unknown. We named ourselves after it. We build infrastructure that helps AI systems understand what's happening right now. Open source when we can, commercial when it counts. Most of what we ship didn't exist last year because it didn't need to.