Send daily Malaysian weather alerts with AI-summarized news

Every morning it pulls official weather warnings and news coverage, then sends a plain-language report to Telegram.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(["every morning"]):::trigtime s0["pull official weather warnings"]:::svc s1["search related news coverage"]:::svc s2["combine into plain report"]:::task s3["send report to telegram"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"daily weather briefing delivered"/]:::out pay{{"early warning of severe weather"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGMessaging & NotificationsWeb Scraping & Data CollectionResearch & Market Intelligence
Connects
PerplexityFirecrawlOpenAITelegram

The problem it solves

You want to stay ahead of flooding or severe weather but checking government advisories and news sites every morning is easy to forget. By the time you hear about a warning secondhand it may already be too late to prepare.

Who it fits

Individuals, community groups, or businesses in Malaysia who need early warning of severe weather.

How it works

  1. A daily schedule triggers the automation each morning
  2. It pulls official weather warnings from Malaysia's government data source
  3. AI searches for related news coverage from major Malaysian outlets
  4. AI combines the warnings and news into one plain-language report
  5. The finished report is sent to your Telegram channel
What you get

Storm warnings you hear about first

You get a clear, plain-language weather briefing every morning, combining official warnings and news coverage so you start the day informed.

What you get

A daily weather briefing delivered to Telegram, combining official warnings and news coverage.

What you need

An OpenAI API key, a Perplexity API key, a Firecrawl account, and a Telegram bot.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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