Curation

Draft review queue

Every item here was pulled from a trusted source by the discovery pipeline and auto-classified. Nothing on this page is published — promote a draft by moving its record into data/curated/ and filling the gaps.

55 drafts waiting 3 high confidence 33 need judgement

How to review

Three questions per draft

Is the summary accurate and plain-language? Is it in the right category? Does it pass the contribution bar — would a beginner with an agent actually use this?

33 drafts

Review first

Classifier was unsure — category is a suggestion, double-check the fit and the "why".

low GitHub topic — dbt sql 15d old 14/16 checks 2 failing

dbt-labs/dbt-charts

Suggestions: sql · dbt · agentic

data/drafts/github-topic-dbt/2026-10-09-dbt-labs-dbt-charts.yaml

low dbt Labs Blog dbt 15d old 14/16 checks 1 failing

Fivetran + dbt Labs Announces New Capabilities to Make Enterprise Data Agent-Ready at dbt Summit 2026

Suggestions: dbt · lakehouse · ingestion

data/drafts/dbt-labs/2026-10-09-fivetran-dbt-labs-announces-new-capabilities-to-make-enterprise-.yaml

low Confluent Blog (Kafka/Flink/Streaming) streaming 15d old 14/16 checks 1 failing

Building an Agentic SOC on a Stream

Suggestions: streaming · agentic

data/drafts/confluent/2026-10-09-building-an-agentic-soc-on-a-stream.yaml

low AWS Big Data Blog warehouses 15d old 14/16 checks 1 failing

Run an automated operational review with the Amazon Redshift MCP server

Suggestions: warehouses · aws · agentic

data/drafts/aws-big-data/2026-10-09-run-an-automated-operational-review-with-the-amazon-redshift-mcp.yaml

low GitHub topic — dbt dbt 15d old 14/16 checks 1 failing

AltimateAI/vscode-dbt-power-user

Suggestions: dbt · data-lineage · cost-engineering

data/drafts/github-topic-dbt/2026-10-09-altimateai-vscode-dbt-power-user.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

How we knew COVID was over (and what our models had to unlearn)

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-how-we-knew-covid-was-over-and-what-our-models-had-to-unlearn.yaml

low dbt Labs Blog dbt 15d old 15/16 checks 1 failing

We built dbt State to stop rebuilding what hadn't changed

Suggestions: dbt · cost-engineering

data/drafts/dbt-labs/2026-10-09-we-built-dbt-state-to-stop-rebuilding-what-hadn-t-changed.yaml

low Snowflake Engineering Blog warehouses 15d old 15/16 checks 1 failing

Mainframe Data Meets Snowflake Datastream: TDT Goes Snowflake Native

Suggestions: warehouses · snowflake

data/drafts/snowflake-eng/2026-10-09-mainframe-data-meets-snowflake-datastream-tdt-goes-snowflake-nat.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

Personalization without user identity

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-personalization-without-user-identity.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

Project Lighthouse — Part 3: Introducing project-lighthouse-anonymize

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-project-lighthouse-part-3-introducing-project-lighthouse-anonymi.yaml

low dbt Labs Blog warehouses 15d old 15/16 checks 1 failing

Celebrating the 2026 dbt partner of the year winners

Suggestions: warehouses · dbt · snowflake

data/drafts/dbt-labs/2026-10-09-celebrating-the-2026-dbt-partner-of-the-year-winners.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

Beyond the model: Engineering AI infra with scientific judgement

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-beyond-the-model-engineering-ai-infra-with-scientific-judgement.yaml

low Confluent Blog (Kafka/Flink/Streaming) 15d old 15/16 checks 1 failing

Third-Party Risk Assessments | How Confluent Helps You Move Faster with Confidence

No category suggestion — assign during review.

data/drafts/confluent/2026-10-09-third-party-risk-assessments-how-confluent-helps-you-move-faster.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

Beyond synthetic testing: Capturing and replaying real database workloads at Airbnb

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-beyond-synthetic-testing-capturing-and-replaying-real-database-w.yaml

low Airbnb Engineering & Data Science Blog 15d old 15/16 checks 1 failing

The guest journey, updated in real time: extending Airbnb’s sequence recommender with Chronon

No category suggestion — assign during review.

data/drafts/airbnb-eng/2026-10-09-the-guest-journey-updated-in-real-time-extending-airbnb-s-sequen.yaml

low Databricks Engineering Blog lakehouse 15d old 15/16 checks 1 failing

Introducing Funke: Native HL7v2 Parsing on Databricks

Suggestions: lakehouse · databricks

data/drafts/databricks-eng/2026-10-09-introducing-funke-native-hl7v2-parsing-on-databricks.yaml

low Databricks Engineering Blog 15d old 15/16 checks 1 failing

Biomedical Imaging's Real Bottleneck Is the Data, Not the Model

No category suggestion — assign during review.

data/drafts/databricks-eng/2026-10-09-biomedical-imaging-s-real-bottleneck-is-the-data-not-the-model.yaml

low Snowflake Engineering Blog warehouses 15d old 15/16 checks 1 failing

From Snowflake CoWork to Customer Action

Suggestions: warehouses · snowflake

data/drafts/snowflake-eng/2026-10-09-from-snowflake-cowork-to-customer-action.yaml

low Snowflake Engineering Blog python 15d old 15/16 checks 1 failing

A Practical Guide to Snowflake Code Bundles — Part 1: Python

Suggestions: python · warehouses · snowflake

data/drafts/snowflake-eng/2026-10-09-a-practical-guide-to-snowflake-code-bundles-part-1-python.yaml

low Confluent Blog (Kafka/Flink/Streaming) kafka 15d old 15/16 checks 1 failing

KCP: How to Migrate to Confluent Cloud in Days, Not Weeks

Suggestions: kafka · infrastructure

data/drafts/confluent/2026-10-09-kcp-how-to-migrate-to-confluent-cloud-in-days-not-weeks.yaml

low Snowflake Engineering Blog warehouses 15d old 15/16 checks 1 failing

Confidently Wrong: I Let an AI Analyst Loose on Snowflake — With and Without a Semantic Model

Suggestions: warehouses · snowflake

data/drafts/snowflake-eng/2026-10-09-confidently-wrong-i-let-an-ai-analyst-loose-on-snowflake-with-an.yaml

low Netflix TechBlog (data platform posts) 15d old 15/16 checks 1 failing

Modeling Device Capabilities for Analytics

No category suggestion — assign during review.

data/drafts/netflix-techblog/2026-10-09-modeling-device-capabilities-for-analytics.yaml

low Netflix TechBlog (data platform posts) 15d old 15/16 checks 1 failing

MAPS: Netflix’s Multimodal Asset Personalization at Scale

No category suggestion — assign during review.

data/drafts/netflix-techblog/2026-10-09-maps-netflix-s-multimodal-asset-personalization-at-scale.yaml

low Netflix TechBlog (data platform posts) 15d old 15/16 checks 1 failing

Trading a Cloud Identity for Your Own: Workload Attestation on Managed Compute

No category suggestion — assign during review.

data/drafts/netflix-techblog/2026-10-09-trading-a-cloud-identity-for-your-own-workload-attestation-on-ma.yaml

low Netflix TechBlog (data platform posts) 15d old 15/16 checks 1 failing

Leave the Class Path in the Rearview Mirror

No category suggestion — assign during review.

data/drafts/netflix-techblog/2026-10-09-leave-the-class-path-in-the-rearview-mirror.yaml

low Netflix TechBlog (data platform posts) 15d old 15/16 checks 1 failing

How and Why Netflix Built a Real-Time Distributed Graph: Part 3 — Querying the graph with gRPC…

No category suggestion — assign during review.

data/drafts/netflix-techblog/2026-10-09-how-and-why-netflix-built-a-real-time-distributed-graph-part-3-q.yaml

low Snowflake Engineering Blog warehouses 15d old 15/16 checks 1 failing

Converting Snowflake Native Tables to Iceberg — Part 1

Suggestions: warehouses · lakehouse · snowflake

data/drafts/snowflake-eng/2026-10-09-converting-snowflake-native-tables-to-iceberg-part-1.yaml

low GitHub topic — data-engineering streaming 15d old 15/16 checks 1 failing

risingwavelabs/risingwave

Suggestions: streaming · agentic

data/drafts/github-topic-de/2026-10-09-risingwavelabs-risingwave.yaml

low GitHub topic — data-engineering 15d old 15/16 checks 1 failing

meltano/meltano

No category suggestion — assign during review.

data/drafts/github-topic-de/2026-10-09-meltano-meltano.yaml

low GitHub topic — data-engineering 15d old 15/16 checks 1 failing

apache/superset

No category suggestion — assign during review.

data/drafts/github-topic-de/2026-10-09-apache-superset.yaml

low GitHub topic — data-engineering 15d old 15/16 checks 1 failing

feast-dev/feast

No category suggestion — assign during review.

data/drafts/github-topic-de/2026-10-09-feast-dev-feast.yaml

low GitHub topic — dbt data-contracts 15d old 15/16 checks 1 failing

sodadata/soda-core

Suggestions: data-contracts · data-quality

data/drafts/github-topic-dbt/2026-10-09-sodadata-soda-core.yaml

low DuckDB News 15d old 15/16 checks 1 failing

Faster String Aggregations with Dimension Tables

No category suggestion — assign during review.

data/drafts/duckdb/2026-10-09-faster-string-aggregations-with-dimension-tables.yaml

19 drafts

Needs a skim

Reasonable category guess. Confirm the summary is accurate and in plain language.

medium dbt Labs Blog dbt 15d old 14/16 checks 1 failing

Everything we announced at dbt Summit and why it matters

Suggestions: dbt

data/drafts/dbt-labs/2026-10-09-everything-we-announced-at-dbt-summit-and-why-it-matters.yaml

medium Confluent Blog (Kafka/Flink/Streaming) streaming 15d old 14/16 checks 1 failing

Hemut: Building the Internet of Freight on Real-Time Data

Suggestions: streaming

data/drafts/confluent/2026-10-09-hemut-building-the-internet-of-freight-on-real-time-data.yaml

medium GitHub topic — mcp-server agentic 15d old 14/16 checks 1 failing

Aletheore/Aletheore

Suggestions: agentic

data/drafts/github-topic-mcp/2026-10-09-aletheore-aletheore.yaml

medium Snowflake Engineering Blog agentic 15d old 15/16 checks 1 failing

Can You Build Autonomous AI Agents in Snowflake?

Suggestions: agentic · warehouses · snowflake

data/drafts/snowflake-eng/2026-10-09-can-you-build-autonomous-ai-agents-in-snowflake.yaml

medium dbt Labs Blog agentic 15d old 15/16 checks 1 failing

Context engineering is already possible in your warehouse. Here's how to get started.

Suggestions: agentic

data/drafts/dbt-labs/2026-10-09-context-engineering-is-already-possible-in-your-warehouse-here-s.yaml

medium Databricks Engineering Blog databricks 15d old 15/16 checks 1 failing

Announcing Workday Data Connect federation in Unity Catalog

Suggestions: databricks

data/drafts/databricks-eng/2026-10-09-announcing-workday-data-connect-federation-in-unity-catalog.yaml

medium Databricks Engineering Blog databases 15d old 15/16 checks 1 failing

Load terabytes of data in minutes into Lakebase Postgres

Suggestions: databases

data/drafts/databricks-eng/2026-10-09-load-terabytes-of-data-in-minutes-into-lakebase-postgres.yaml

medium Databricks Engineering Blog databricks 15d old 15/16 checks 1 failing

How to build governed enterprise apps on Databricks with Replit and Lakebase

Suggestions: databricks

data/drafts/databricks-eng/2026-10-09-how-to-build-governed-enterprise-apps-on-databricks-with-replit-.yaml

medium Confluent Blog (Kafka/Flink/Streaming) streaming 15d old 15/16 checks 1 failing

Confluent Strengthens Trust for Singapore's Markets with OSPAR Attestation

Suggestions: streaming

data/drafts/confluent/2026-10-09-confluent-strengthens-trust-for-singapore-s-markets-with-ospar-a.yaml

medium dbt Labs Blog dbt 15d old 15/16 checks 1 failing

With dbt State, stop rebuilding what didn't change

Suggestions: dbt

data/drafts/dbt-labs/2026-10-09-with-dbt-state-stop-rebuilding-what-didn-t-change.yaml

medium Netflix TechBlog (data platform posts) streaming 15d old 15/16 checks 1 failing

A Tale of Two Flink Autoscalers

Suggestions: streaming

data/drafts/netflix-techblog/2026-10-09-a-tale-of-two-flink-autoscalers.yaml

medium GitHub topic — dbt data-quality 15d old 15/16 checks 1 failing

tuva-health/tuva-core

Suggestions: data-quality

data/drafts/github-topic-dbt/2026-10-09-tuva-health-tuva-core.yaml

medium GitHub topic — mcp-server agentic 15d old 15/16 checks 1 failing

PerpetualSoftware/pad

Suggestions: agentic

data/drafts/github-topic-mcp/2026-10-09-perpetualsoftware-pad.yaml

medium GitHub topic — mcp-server agentic 15d old 15/16 checks 1 failing

MCPJam/inspector

Suggestions: agentic

data/drafts/github-topic-mcp/2026-10-09-mcpjam-inspector.yaml

medium GitHub topic — data-engineering agentic 15d old 15/16 checks 1 failing

Zipstack/unstract

Suggestions: agentic

data/drafts/github-topic-de/2026-10-09-zipstack-unstract.yaml

medium GitHub topic — data-engineering data-formats 15d old 15/16 checks 1 failing

dagster-io/dagster

Suggestions: data-formats

data/drafts/github-topic-de/2026-10-09-dagster-io-dagster.yaml

medium GitHub topic — dbt agentic 15d old 15/16 checks 1 failing

lightdash/lightdash

Suggestions: agentic

data/drafts/github-topic-dbt/2026-10-09-lightdash-lightdash.yaml

medium GitHub topic — dbt sql 15d old 15/16 checks 1 failing

evidence-dev/evidence

Suggestions: sql

data/drafts/github-topic-dbt/2026-10-09-evidence-dev-evidence.yaml

medium DuckDB News databases 15d old 15/16 checks 1 failing

Announcing DuckDB 1.5.6

Suggestions: databases

data/drafts/duckdb/2026-10-09-announcing-duckdb-1-5-6.yaml

3 drafts

Likely fine

Strong signal match. Verify it is not a duplicate of something already curated.

high Confluent Blog (Kafka/Flink/Streaming) agentic 15d old 15/16 checks 1 failing

Aiven, Confluent, Redpanda, StreamNative and Ververica Form Streamhouse Working Group

Suggestions: agentic

data/drafts/confluent/2026-10-09-aiven-confluent-redpanda-streamnative-and-ververica-form-streamh.yaml

high Databricks Engineering Blog agentic 15d old 15/16 checks 1 failing

Lakebase and Agentic SDLC: Branching Databases for Coding Agents

Suggestions: agentic

data/drafts/databricks-eng/2026-10-09-lakebase-and-agentic-sdlc-branching-databases-for-coding-agents.yaml

high GitHub topic — mcp-server agentic 15d old 15/16 checks 1 failing

linny006/trending-claude-skills

Suggestions: agentic

data/drafts/github-topic-mcp/2026-10-09-linny006-trending-claude-skills.yaml