Awesome List Updates on Nov 10, 2026

4 awesome lists updated today.

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1. Awesome Jmeter

Tutorials

• Performance Testing with JMeter - A step-by-step guide to designing and running load tests with Apache JMeter.

2. Awesome Mac

Utilities / Quality of Life Improvements

• Dimmerly - Open-source menu bar app for per-display brightness, warmth, and contrast, with presets, schedules, and DDC/CI monitor control.

3. Awesome Streaming

Table of Contents / Libraries, SDKs, and Programming Models

• bus (⭐1) - Event bus framework for Apache Kafka with protobuf-typed producers and consumer groups, retries, batch handlers, and automatic offset commits.

4. Awesome Data Engineering

Data Ingestion

• Renart (⭐96) - Local-first IDE for authoring and running SQL and Python data pipelines stored in Git.

• OLake (⭐1.6k) - Open-source replication of Postgres, MySQL, MongoDB, Oracle, SQL Server, DB2, Kafka and S3 into Apache Iceberg, with CDC and table maintenance. Written in Go.

• Firecrawl (⭐200k) - Open-source web data API that scrapes, crawls, maps, and searches the web and returns Markdown or structured JSON for data pipelines and LLM ingestion.

• mq-bridge (⭐25) - Embeddable Rust engine and CLI that moves data between Kafka, NATS, RabbitMQ, MQTT, SQL databases, Postgres/MongoDB CDC and Parquet on S3/GCS/Azure, with bindings for Python and Node.js.

Serialization format

• SequenceFile - A flat file consisting of binary key/value pairs. It is extensively used in MapReduce as input/output formats.

Stream Processing

• Spring Cloud Dataflow - Streaming and tasks execution between Spring Boot apps.

• Timeplus Proton (⭐2.3k) - Streaming SQL engine in a single C++ binary, powered by ClickHouse; a lightweight alternative to Flink and ksqlDB for streaming ETL, windowed aggregations, joins and materialized views over Kafka.

• CardinalityEstimation (⭐100) - C# library using HyperLogLog for approximate distinct counting in data streams, with mergeable estimators and serialization.

Charts and Dashboards

• SmoothieCharts (⭐2.3k) - A JavaScript Charting Library for Streaming Data.

• Streamlit - An open-source Python framework for building interactive data apps and dashboards with minimal code. Connects to any data source and supports real-time updates, caching, and one-click deployment.

• GeoSQL (⭐684) - Claude/Codex skill for cost-safe geospatial SQL on BigQuery and Snowflake.

Workflow

• Cascading - Java based application development platform.

• Dataform (⭐1k) - An open-source framework and web based IDE to manage datasets and their dependencies. SQLX extends your existing SQL warehouse dialect to add features that support dependency management, testing, documentation and more.

• Ciaren (⭐37) - A local-first visual ETL and ML workflow builder with per-step previews, cron scheduling, and export to pandas or Polars code.

Datasets / Data Dumps

• OpenChainBench - Live dataset of crypto infrastructure benchmarks (RPC latency, oracle deviation, bridge fees, L1 finality, perp DEX metrics). Open methodology, CC BY 4.0, Zenodo DOI 10.5281/zenodo.20800312. Source (⭐9).

Profiling / Data Profiler

• dataprof (⭐33) - Data profiling and quality gates for CSV, JSON, Parquet, DataFrames and Arrow tables, with a Rust core and a Python API.

• Dex (⭐116) - Agent-native warehouse profiling, join verification, and schema-drift detection with dbt transformation workflows.

Testing / Data Profiler

• DataOps TestGen (⭐81) - Open-source data quality tool that profiles tables, generates validation tests from the profiling results, and monitors freshness, volume, and schema from a web UI.

• Data Contract CLI - Tests data in Snowflake, Databricks, BigQuery, Kafka and other sources against data contracts in the Open Data Contract Standard (ODCS), and converts contracts to and from SQL DDL, dbt, Avro and JSON Schema.

Community / Conferences

• Data Council - The first technical conference that bridges the gap between data scientists, data engineers and data analysts.

• Next: Nov 09, 2026