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ExternalSoftware Engineering
DZone

Spark Performance Deep Dive on Databricks: Shuffle Tuning, Skew Handling, and Z-Ordering With Delta Lake + Unity Catalog

The Problem With "Just Add More Workers" Most Spark performance issues on Databricks aren't solved by scaling the cluster — they're caused by shuffle and skew, and no amount of extra nodes fixes a badly partitioned join. This post builds a realistic pipeline (order events joined against a small dimension table, aggregated, and written to Delta Lake) from the ground up, and uses it to work through: How Spark's shuffle actually behaves during a wide transformation Diagnosing and fixing data skew w

DZoneRead original
ExternalCloud
Cloudflare Changelog

Cloudflare One Client - Cloudflare One Client for Windows (version 2026.7.1210.1)

A new Beta release for the Windows Cloudflare One Client is now available on the beta releases downloads page. This beta release includes the following changes and improvements: Improved connection reliability: the client now swaps protocol order after repeated connectivity-check failures, which helps when HTTP/3 is blocked after the QUIC handshake. Fixed issue where a certificate error could be incorrectly displayed right after the connection is established. A DNS search domain parsing failure

Cloudflare One Client
Cloudflare ChangelogRead original
ExternalCloud
Cloudflare Changelog

Cloudflare One Client - Cloudflare One Client for macOS (version 2026.7.1210.1)

A new Beta release for the macOS Cloudflare One Client is now available on the beta releases downloads page. This beta release includes the following changes and improvements: Improved connection reliability: the client now swaps protocol order after repeated connectivity-check failures, which helps when HTTP/3 is blocked after the QUIC handshake. Fixed issue where a certificate error could be incorrectly displayed right after the connection is established. A DNS search domain parsing failure no

Cloudflare One Client
Cloudflare ChangelogRead original
ExternalSoftware Architecture
Martin Fowler

The Conductor Developer

TL;DR Why I think software development is starting to feel a little more like conducting an orchestra. There’s a shift happening in software development that I don’t think we’re talking about clearly enough. For the last couple of years we’ve framed AI as a productivity tool. How much faster can it write code? How many more features can we ship? How much cheaper can we build software? I think that’s the wrong question, but I understand why. The first thing AI became good at was writing code, so

Martin FowlerRead original

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