Inspiration
Every day, tech headlines are filled with new breakthroughs — AI models, platform launches, funding rounds — but people rarely translate these trends into actionable startup ideas. I built this bot to close that gap: delivering daily startup ideas based on real trending tech news.
What I Learned
- Using News API effectively for gathering structured, trending tech news
- Designing LLM prompts for summarization and creative idea generation
- Building automation flows for Slack, Telegram, and email integration
- Creating a reliable, daily content pipeline that combines APIs and AI
How I Built It
- News API integration – I fetch the latest tech/startup headlines and articles using News API, filtering by source, keyword, or category.
- Summarization + Idea Generation – I send the cleaned headlines or article descriptions to an LLM with a custom prompt to produce one-liner startup ideas.
Challenges Faced
- Filtering out low-signal or repetitive news in API results
- Tuning prompts so the LLM ideas were fresh, not generic
- Managing API quotas (News API + LLM tokens)
- Scheduling reliable daily delivery without server downtime
Accomplishments that we're proud of
- Built a working MVP in a short time — integrated News API + LLM + daily delivery pipeline within ~1-2 weeks.
- Created meaningful startup ideas — not generic AI output, but ideas clearly linked to current tech trends.
- Prompt design success — tuned prompts that balance creativity with relevance, minimizing junk output.
What we learned
- News API is a cleaner, faster alternative to manual scraping for trend data.
- Prompt design is everything — even the best LLM will generate generic ideas unless guided well.
- It’s important to pre-filter API results to avoid noisy or irrelevant news influencing the LLM.
- API rate limits and costs need to be planned for, especially if scaling beyond a small MVP.
- Automating delivery to multiple platforms (Slack, Telegram, email) requires careful API handling and error management.
What's next for IdeaPulse
- Source diversity — add more data sources beyond News API (e.g. Reddit tech threads, Product Hunt).
- Automation — daily ideas are sent out without manual intervention, to Slack/Telegram/email.
- Idea archive + search — build a simple web app where users can browse past generated ideas.
- Quality control — integrate upvotes/feedback to help the system learn what makes a great startup idea.
- Monetization — explore a premium tier with deeper idea explanations or early trend detection.
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