10 Use Cases

What can youbuild?

Firehose turns the web into a real-time event stream. Define a Lucene query, get SSE updates the instant a matching page changes. Here are real examples.

Brand Monitoring

#01

Track brand mentions across news sites, blogs, forums, and government filings the moment they appear.

tesla-mentionsRule
added:"Tesla" OR title:"Tesla Motors"
stream output
Tesla Unveils Next-Gen Robotaxi Fleet at Austin Event
nytimes.com·1s ago

+ Tesla revealed a fleet of 50 autonomous robotaxis at its Austin gigafactory

Tesla FSD v13 Real-World Test: Coast to Coast With Zero Interventions
reddit.com·4s ago

+ Just completed a coast-to-coast drive on FSD v13 with zero interventions

Tesla Inc. Form 10-K Annual Report Filing
sec.gov·13s ago

+ Total revenue reached $112.3B for fiscal year 2025

Competitive Intelligence

#02

Monitor competitor moves — acquisitions, product launches, and strategic announcements — before anyone else.

tc-acquisitionsRule
domain:"techcrunch.com" AND added:acquisition
stream output
Stripe Acquires Stablecoin Startup Bridge for $1.1B
techcrunch.com·3s ago

+ Stripe announced the acquisition of Bridge, a stablecoin infrastructure startup

Google Cloud Acquires AI Security Firm Wiz for $32B
techcrunch.com·7s ago

+ Google completed its largest acquisition ever, purchasing Wiz for $32B

Financial News

#03

Build real-time news feeds for trading algorithms. React to earnings reports, market-moving events, and company announcements as they publish.

market-newsRule
title:tesla AND page_category:"/News" AND language:"en"
stream output
Tesla Reports Record Q4 Deliveries, Beating Wall Street Estimates
reuters.com·2s ago

+ Tesla delivered 495,570 vehicles in Q4, exceeding analyst expectations of 473,000

Tesla Energy Division Revenue Doubles Year-Over-Year
bloomberg.com·5s ago

+ Energy generation and storage revenue reached $3.2B, up 100% from prior year

Tesla Autonomous Driving Unit Secures Regulatory Approval in EU
ft.com·12s ago

+ Full Self-Driving technology approved for limited deployment in Germany and France

Security & Compliance

#04

Get instant alerts on data breaches, vulnerability disclosures, and security advisories affecting your supply chain.

breach-alertsRule
added:"data breach" AND page_category:"/News" AND recent:24h
stream output
Major Healthcare Provider Discloses Breach Affecting 4.2M Patients
krebsonsecurity.com·6s ago

+ Patient records including SSNs and medical histories were exposed

CISA Issues Emergency Directive on Critical Infrastructure Breach
cisa.gov·18s ago

+ Federal agencies ordered to patch CVE-2026-1847 within 48 hours

E-commerce & Pricing

#05

Monitor competitor pricing pages, track deal announcements, and detect product catalog changes in real-time.

amazon-dealsRule
domain:"amazon.com" AND title:"deal" AND page_type:"/Article"
stream output
Prime Day Lightning Deals: Up to 60% Off Electronics
amazon.com·1s ago

+ Apple AirPods Pro dropped to $149.99 (was $249.99) — 40% off

Deal of the Day: Samsung 65" OLED TV — Record Low Price
amazon.com·8s ago

+ Samsung S95D OLED marked down to $1,499.99 from $2,599.99

Research & Academia

#06

Stream new papers and preprints matching your research interests from arxiv, bioRxiv, and academic journals.

llm-papersRule
domain:"arxiv.org" AND added:"large language model"
stream output
Scaling Laws for Sparse Mixture-of-Experts Language Models
arxiv.org·5s ago

+ We show that sparse MoE models achieve GPT-4 quality at 1/10th compute

Long-Context Retrieval Without Attention: A New Architecture
arxiv.org·14s ago

+ Our state-space model handles 1M token contexts with linear scaling

Benchmark: Evaluating LLM Code Generation Across 47 Languages
arxiv.org·22s ago

+ Claude and GPT-5 achieve >90% pass rate on HumanEval-X multilingual

Legal & Regulatory

#07

Track SEC filings, court records, and regulatory updates. Know about policy changes before they hit mainstream news.

sec-filingsRule
domain:"sec.gov" AND title:"10-K"
stream output
Tesla Inc. Annual Report (10-K) — Fiscal Year 2025
sec.gov·3s ago

+ Risk factors: regulatory uncertainty in autonomous vehicle deployment

Apple Inc. Annual Report (10-K) — Fiscal Year 2025
sec.gov·11s ago

+ Services revenue grew to $102.4B, now representing 28% of total revenue

Media & Content

#08

Build a custom real-time news feed. Curate stories by topic, language, and recency for newsletters, podcasts, or apps.

ai-newsRule
page_category:"/News" AND added:"artificial intelligence" AND language:"en" AND recent:7d
stream output
White House Unveils New AI Safety Framework for Critical Infrastructure
washingtonpost.com·2s ago

+ Executive order mandates AI safety testing for healthcare and transportation

AI Startup Raises $500M to Build Autonomous Coding Agents
techcrunch.com·9s ago

+ Series C funding led by Andreessen Horowitz at $4B valuation

Developer Tools

#09

Monitor releases and changelogs from dependencies you rely on. Know about breaking changes before your CI pipeline does.

breaking-changesRule
domain:"github.com" AND title:"release" AND added:"breaking change"
stream output
React v20.0.0 Release — Concurrent Features Overhaul
github.com·4s ago

+ BREAKING CHANGE: useEffect cleanup timing has changed in concurrent mode

Node.js v24.0.0 Release — ESM by Default
github.com·15s ago

+ BREAKING CHANGE: CommonJS require() now emits deprecation warning

Job Market Intelligence

#10

Track hiring patterns at target companies. Infer strategy from new roles — who is hiring ML engineers hints at AI investment.

ml-hiringRule
domain:"greenhouse.io" AND added:"machine learning engineer"
stream output
OpenAI — Senior Machine Learning Engineer, Reasoning Team
greenhouse.io·6s ago

+ Building next-generation reasoning capabilities for large language models

Anthropic — Machine Learning Engineer, Constitutional AI
greenhouse.io·19s ago

+ Research and implement novel alignment techniques for Claude models

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