AWS Solution Finder
AI-powered search across 10,000+ AWS GitHub repos
Week 2 update on AWS Solution Finder:
🆕 New feature live: "New Repos This Week" badge on the search page. Shows every repo AWS published in the last 7 days, grouped by org with direct GitHub links.
44 new repos this week across 9,657 total indexed.
The tech: EventBridge triggers Lambda twice daily → compares GitHub's live repos against our index → Bedrock Nova Pro classifies new repos → FAISS vectors updated. Fully serverless, zero manual work.
Why this matters: AWS publishes new sample repos almost daily. Most developers don't see them for weeks. Now you see them the same day.
Updated numbers:
📊 Revenue: $0
👥 Users: 4 registered, 2 Pro trials
🔍 Repos indexed: 9,657
🆕 New this week: 44
What feature would make you come back to a dev tool daily?
👋 Hey IH! Solo founder here — just launched AWS Solution Finder.
It's an AI-powered search engine that indexes 10,000+ repos from AWS's official GitHub organizations. Instead of 47 browser tabs and 2 hours of searching, you get ranked results in 10 seconds.
Month 1 numbers (fully transparent):
📊 Revenue: $0
👥 Registered users: 2
💰 Infrastructure cost: $0 (AWS credits)
🔥 Monthly burn: $250
Giving the first 20 people free Pro access for 30 days. Just drop your email here or DM me.
What was your Month 1 like? Did you also build first and market later?
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I am not able to understand the problem it is solving. Does it provide information just related to AWS or anything in general?
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Great question! It's AWS-specific.
The problem: AWS has 10,000+ sample repos spread across 5 GitHub orgs (aws-samples, awslabs, aws-ia, etc.). When you need a reference architecture — say for a serverless API, or an EKS migration pattern — you end up opening dozens of tabs across GitHub, AWS docs, and Stack Overflow.
AWS Solution Finder lets you search all 10,000+ repos with plain English. Each repo is scored on freshness, complexity, AWS services used, and setup time.
Think of it as "Google for AWS GitHub repos" — but with AI-powered ranking and metadata that GitHub search doesn't have.
It's niche by design. Individual AWS developers and Solutions Architects are the target users.
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AI has developed a lot and it be with CDK or business logic, I am able to scrape or use the info provided by event Chat GPT and Claude. Then, what differentiates your product?
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1 Comment
The same-day repo discovery is a useful wedge, but I’m curious whether the bigger challenge now is getting those 2 users to come back regularly rather than expanding the feature set. What’s the progress on retention or repeat usage since the launch?