Daily Opportunity Ranking
Find the signal worth validating before it becomes obvious.
Public discussions are collected, deduped, clustered, scored, and tied back to source evidence.
Significant-gravitas/autogpt Business Opportunity
Significant-Gravitas/AutoGPT is appearing across 3 source(s). The signal combines 39 collected item(s), 3 independent source(s), and 299724 weighted engagement points.
N8n-io/n8n Business Opportunity
n8n-io/n8n is appearing across 2 source(s). The signal combines 363 collected item(s), 2 independent source(s), and 616192 weighted engagement points.
AI Browser Agents Product Opportunity
Open-source browser agent repository gains stars is appearing across 3 source(s). The signal combines 3 collected item(s), 3 independent source(s), and 1089 weighted engagement points.
Superlogical Product Opportunity
Superlogical is appearing across 1 source(s). The signal combines 2 collected item(s), 1 independent source(s), and 2248 weighted engagement points.
Open-source Engine Running Gemma Product Opportunity
Show HN: Open-source engine running Gemma 4 26B in 2 GB RAM on any M-series Mac is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 1646 weighted engagement points.
Koala73/worldmonitor Product Opportunity
koala73/worldmonitor is appearing across 3 source(s). The signal combines 10 collected item(s), 3 independent source(s), and 77874 weighted engagement points.
Nousresearch/hermes-agent Product Opportunity
NousResearch/hermes-agent is appearing across 3 source(s). The signal combines 13 collected item(s), 3 independent source(s), and 646776 weighted engagement points.
AI Study Plans Adapt Product Opportunity
Students ask for AI study plans that adapt weekly is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 205 weighted engagement points.
Kimi K3-256k Content Opportunity
Kimi K3-256k is appearing across 1 source(s). The signal combines 2 collected item(s), 1 independent source(s), and 1107 weighted engagement points.
How Much Can You Product Opportunity
How much can you delegate to agents? is appearing across 2 source(s). The signal combines 5 collected item(s), 2 independent source(s), and 103 weighted engagement points.
Open-webui/open-webui Product Opportunity
open-webui/open-webui is appearing across 3 source(s). The signal combines 13 collected item(s), 3 independent source(s), and 354037 weighted engagement points.
A.i. Companies Recruiting Electricians Product Opportunity
A.I. companies are recruiting electricians and carpenters by the thousands is appearing across 2 source(s). The signal combines 6 collected item(s), 2 independent source(s), and 1558 weighted engagement points.
Ai's Top Startups Barely Content Opportunity
AI's top startups are barely publishing their research is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 914 weighted engagement points.
Research-backed Content Calendars Content Opportunity
Creators want research-backed content calendars is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 114 weighted engagement points.
User Interfaces Of The Content Opportunity
User Interfaces of the Demo Scene is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 679 weighted engagement points.
Cheapfoodmap – A Map Content Opportunity
Show HN: CheapFoodMap – A map of good meals under $10 is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 829 weighted engagement points.
Darktable Content Opportunity
Darktable is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 905 weighted engagement points.
Handbook.md Shows Long Policy Content Opportunity
Handbook.md shows that long policy documents do not reliably govern agents is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 1048 weighted engagement points.
Koreader Content Opportunity
KOReader is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 1539 weighted engagement points.
Some Thoughts About Anthropic's Content Opportunity
Some thoughts about Anthropic's new cryptanalysis results is appearing across 2 source(s). The signal combines 4 collected item(s), 2 independent source(s), and 555 weighted engagement points.
Local-first CRM For Solo Content Opportunity
Local-first CRM for solo consultants is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 144 weighted engagement points.
A Trampoline Content Opportunity
A Trampoline is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 253 weighted engagement points.
Turning A Dumb Ac Content Opportunity
Turning a dumb AC unit smart (without losing my security deposit) is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 509 weighted engagement points.
Rasbt/llms-from-scratch Content Opportunity
rasbt/LLMs-from-scratch is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 100394 weighted engagement points.
Comfy-org/comfyui Product Opportunity
Comfy-Org/ComfyUI is appearing across 2 source(s). The signal combines 7 collected item(s), 2 independent source(s), and 140246 weighted engagement points.
The Coolest Use For Content Opportunity
The coolest use for the Vision Pro is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 1270 weighted engagement points.
The Cold Email Content Opportunity
The Cold Email is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 325 weighted engagement points.
Nsf Pilots 4-year Phds Content Opportunity
NSF pilots 4-year PhDs with industry research placements is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 140 weighted engagement points.
Github/spec-kit Product Opportunity
github/spec-kit is appearing across 2 source(s). The signal combines 3 collected item(s), 2 independent source(s), and 125739 weighted engagement points.
Bytedance/deer-flow Product Opportunity
bytedance/deer-flow is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 81980 weighted engagement points.
Kuna: Decompiler Development In Content Opportunity
Kuna: Decompiler Development in the Age of Coding Agents is appearing across 2 source(s). The signal combines 3 collected item(s), 2 independent source(s), and 9 weighted engagement points.
Langgenius/dify Product Opportunity
langgenius/dify is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 154492 weighted engagement points.
F/prompts.chat Content Opportunity
f/prompts.chat is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 166750 weighted engagement points.
Openclaw/openclaw Content Opportunity
openclaw/openclaw is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 407849 weighted engagement points.
Firecrawl/firecrawl Product Opportunity
firecrawl/firecrawl is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 159783 weighted engagement points.
Snailclimb/javaguide Content Opportunity
Snailclimb/JavaGuide is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 157606 weighted engagement points.
Obra/superpowers Content Opportunity
obra/superpowers is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 264606 weighted engagement points.
Hacksider/deep-live-cam Content Opportunity
hacksider/Deep-Live-Cam is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 95564 weighted engagement points.
Juliusbrussee/caveman Content Opportunity
JuliusBrussee/caveman is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 96156 weighted engagement points.
Punkpeye/awesome-mcp-servers Content Opportunity
punkpeye/awesome-mcp-servers is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 100202 weighted engagement points.
Automatic1111/stable-diffusion-webui Content Opportunity
AUTOMATIC1111/stable-diffusion-webui is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 174314 weighted engagement points.
Hiyouga/llamafactory Content Opportunity
hiyouga/LlamaFactory is appearing across 2 source(s). The signal combines 2 collected item(s), 2 independent source(s), and 77979 weighted engagement points.
Hamburg's Stadtpark: A Park Content Opportunity
Hamburg's Stadtpark: A Park Built to Be Used is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 237 weighted engagement points.
Hunter-gatherers Introduced Fish To Content Opportunity
Hunter-gatherers introduced fish to a mountain lake 7000 years ago is appearing across 1 source(s). The signal combines 1 collected item(s), 1 independent source(s), and 566 weighted engagement points.