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How Hard Is It to Add an Index to an Open Format? Lessons from the Apache Iceberg Community
17+ hour, 43+ min ago (1653+ words) The Apache Iceberg community is discussing "secondary indexes." This topic is far more complex than it appears on the surface. Adding an index is not a simple engineering problem of "how to store an index file." It requires deep thinking…...
[Me Do Hackethon Project] Dual Search, better search
20+ hour, 26+ min ago (103+ words) Dual Search packs two ways of acquiring information into one minimalist interface. Think of it as a search box with a split personality. Both modes share the same simple input bar, switching with a single click. Behind the scenes, it's…...
How We Made Next. js ISR Page Cache Efficient with Redis
23+ hour, 22+ min ago (829+ words) Next. js ISR works great on a single pod. But the moment you scale to multiple replicas " whether on Kubernetes, ECS, Cloud Foundry, or any orchestrator " you get a hidden efficiency problem: every pod independently regenerates the same pages, writes…...
Querying Your Test Results with Open Search MCP
1+ day, 6+ hour ago (983+ words) Ask your Open Search data questions in plain English using any MCP-compatible AI assistant. In the previous part of this series, every Robot Framework test result was streamed into Open Search the moment it completed " failures visible in a live…...
Open Search version 3. 6 release'smart agents and fast search
2+ day, 11+ hour ago (925+ words) April 10, 2026 | By Kassian Wren ML Commons is the main driver for using LLMs and other ML models within Open Search clusters. The improvements made within are important for Open Search's continued development as an AI search platform. One of the…...
How Door Dash Optimized Item Availability at Scale Using Elasticsearch
2+ day, 17+ hour ago (96+ words) Hacker Noon How Door Dash Optimized Item Availability at Scale Using Elasticsearch Experienced software engineer currently at Anthropic. Passionate about distributed systems and AI applications Why "Obvious" Performance Optimizations Often Backfire: Lessons From Systems Serving 50 M+ Requests Transforming E-Commerce Product…...
Rate Limiting at Scale: Building Fixed Window and Token Bucket in Go
2+ day, 14+ hour ago (668+ words) Rate limiting is one of those things every backend engineer knows they need but few actually build from scratch. Most reach for a library. I built mine " two algorithms, Redis-backed, with Lua scripting for atomicity. Here's what the tradeoffs actually…...
Redox sees another months of improvements
2+ day, 22+ hour ago (201+ words) The months keep coming, and thus, the monthly progress reports keep coming, too, for Redox, the new general purpose operating system written in Rust. This past month, there's been considerable graphics improvements, better deadlock detection in the kernel, improved Unicode…...
Modernizing Nexus Repository: Moving Beyond Orient DB
2+ day, 21+ hour ago (528+ words) Nexus One Platform Automate open source and AI governance Sonatype Nexus Repository Build fast with a centralized binary repository Sonatype Lifecycle Avoid rework with automated SCA and remediation Sonatype Guide Guide AI coding assistants with open source intelligence Sonatype SBOM…...
Beyond the Queue: 5 Surprising Patterns for High-Performance Laravel Systems
3+ day, 10+ hour ago (545+ words) The Ghost in the Machine The "Circuit Breaker: Preventing the 25-Hour Backlog When an external service like Hubtel/Paystack experiences an outage, traditional retry logic is a liability. If you have 10, 000 payment jobs in your queue and each waits 30 seconds…...