What
IndieRadar scans Reddit developer communities and turns posts into actionable opportunity cards with an AI demand score, type, urgency, and pay‑signal.
This repo contains simulated samples and the output structure for reference. No real Reddit data is included.
Why
So indie developers spend less time browsing and more time building.
How (pipeline)
Watch (Reddit) → Filter (keywords + rules) → Validate (AI) → De‑dupe → Deliver (alerts/digest).
{
"subreddit": "webdev",
"title": "How to handle OpenAI API rate limits in production?",
"pain_score": 7,
"ai": {
"is_demand": true,
"score": 9,
"type": "workflow",
"urgency": "high",
"pay_signal": 3,
"reason": "urgent ops blocker; asks for tooling; mentions failed attempts"
},
"score": 120,
"num_comments": 23,
"url": "https://www.reddit.com/r/webdev/...",
"created_at": "2025-08-17T10:12:00Z"
}Sample (simulated). Not affiliated with Reddit. We don’t auto‑post.
- Opportunity card →
samples/indieradar-opportunity-card-simulated.png - Daily digest →
samples/indieradar-digest-simulated.png
https://indieradar.dev/?utm_source=github&utm_medium=repo&utm_campaign=soft_open_v1
Open a Discussion with your stack/topic; I’ll tune a topic pack for you and would love feedback on:
- What would make you trust the scores?
- Which subreddits/topics are highest value for you?
- Do you prefer real‑time alerts or a daily digest?
- Reddit → HN / Product Hunt / GitHub Issues
- Scoring controls in UI (thresholds, source mute)
- CSV export / API / Webhook
MIT — see LICENSE.