Early signal
Tiny Session Compression Model
◆ theme · LLM Infra“Happy with Qwen3.8-27B, but that xhigh thinking mode is chewing through context like nobody's business”— reddit · source ↗
Too early to trendFind what builders are about to build.
The daily map of underserved builder problems — sourced from real conversations, scored by blue-ocean opportunity, refreshed every morning.
1136
Opportunity cards
100,205
Builder signals analyzed
124
Builder communities
LLM INFRA
23 gaps · theme · Clear filter →
Early signal
Natural Language To SQL Workflow
“If your agent needs to answer questions over real tables mid-workflow, the Databricks Genie Conversation API is worth a look”
Too early to trend
Early signal · dormant
Llm Workstation Os
“I know the OS is based on Ubuntu 24.04. Has Nvidia ever disclosed what is the lifetime of the OS?”— reddit · source ↗
Too early to trend
New this weekEarly signal
Faster Model Inference
“Open source inference engine that optimizes itself for your exact hardware”— reddit · source ↗
Too early to trend
Built different
Real signals, not vibes
Every gap is sourced from a real builder post, GitHub issue, or product review — never invented. Click any source chip to verify.
Transparent scoring
Our 5-signal model (Pain · Demand · Supply · Trigger · Pay) is open. See exactly why each gap ranked where it did.
Early, not late
Surface opportunities before mainstream coverage arrives. Build on the trend, not after.
How it works
Listen
We track 1,524 builder conversations a day across Reddit, Hacker News, GitHub, Product Hunt, Bluesky, and indie founder discords.
Score
Each gap is graded on 5 signals — pain, demand, supply, trigger, willingness to pay — and ranked by build likelihood.
Deliver
Fresh gaps daily in your inbox at 6am UTC. Full library, filters, and your saved gaps live on your dashboard.