Public preview / Evidence intelligence
Find the pain worth building for.
BuildSift separates repeated developer pain from passing noise, then traces every opportunity back to real evidence.
No invented metrics.
No trend-chasing shortcuts.
Every claim keeps its source.
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From noise to evidence
A precision-first funnel. Volume is discarded before conclusions are made.
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Raw signals
370,83702
Validated pains
98,16103
Problem clusters
81,40204
Qualified clusters
4Honest by design
Zero is a result.
When the evidence is not strong enough, BuildSift publishes nothing. The system keeps collecting instead of manufacturing certainty.
Inspect the evidence flow ↗0published opportunities
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Open ledger ↗Top opportunities
ØSee what is happening ↗
Qualification in progress
Nothing has cleared the bar yet.
Real collection continues across GitHub and Hacker News. Opportunities appear only after independent evidence passes the qualification gate.