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aientity · one source so far

apache iceberg

for data engineers, ML engineers

Steadydevto
Signal score
13
as of 33d ago
Live items
1
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 13

every term, weighted
Velocity+0.0 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+12.5 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+0.0 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty+0.0 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite12.5

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    22

    Production RAG on the Lakehouse with BigQuery Vector Search and Apache Iceberg

    Combines BigQuery vector search with Iceberg for RAG on lakehouse, enabling scalable semantic queries. · for data engineers, ML engineers

    devtoEmergingai33d ago
  2. 2
    22

    Bidirectional Writeback for Apache Iceberg via Google Sheets: Serverless Lakehouse Console

    Adds bidirectional write-back between Iceberg tables and Sheets for serverless lakehouse workflows. · for data engineers

    devtoSteadydata48d ago