· software
Top Strategies to Optimize High-Traffic Node.js APIs
Leverage Node.js’s Event‑Driven Architecture Keep I/O operations non‑blocking and use async/await or promises instead of blocking code. javascript // Use async...
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- · devops
[AWS] 6. AWS Fundamentals: RDS (Relational Database Service) + Amazon Aurora + ElastiCache
'Amazon RDS Overview
- · software
From Maker to Systems Architect: Designing Software That Ships, Scales, and Survives
!Cover image for From Maker to Systems Architect: Designing Software That Ships, Scales, and Surviveshttps://media2.dev.to/dynamic/image/width=1000,height=420,f...
- · software
Running Lean at Scale
Article URL: https://harmonic.fun/newsblog-post-lean Comments URL: https://news.ycombinator.com/item?id=46608731 Points: 6 Comments: 0...
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Holding the Load: Handling Webhook Traffic Spikes Without Scaling Your cheap VPS
Webhook-based architectures are everywhere. From payment providers to automation platforms and SaaS integrations, webhooks are often the primary way systems com...
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Scaling Headless Browsers: Managing Contexts vs. Instances
1. Introduction: The Resource Wall In the lifecycle of every browser‑automation project—whether for end‑to‑end testing, web scraping, or synthetic monitoring—t...
- · software
On the slow death of scaling
pdf: https://download.ssrn.com/2026/1/6/5877662.pdf?response-cont... Comments URL: https://news.ycombinator.com/item?id=46522308 Points: 20 Comments: 2...
- · devops
Kubernetes Tutorial for Beginners: Basic to Advance
Why manual container management doesn’t scale When your app grows from a few pods to hundreds, things start breaking—not because of bad code, but because manua...
- · devops
Why Traditional DevOps Stops Scaling
Traditional DevOps works well… until the organization grows. At small scale, a central DevOps team deploying, fixing, and firefighting everything feels efficien...
- · software
Why Minimum Viable Products Fail and What High-Growth Teams Do Differently
Building a Minimum Viable Product MVP is often described as the fastest path to validation: launch early, gather feedback, and iterate toward product‑market fit...
- · devops
⚓ Kubernetes Explained Like You're 5
Introduction Imagine a busy shipping port with hundreds of containers. Someone needs to: - Decide which ships carry which containers - Replace failed container...
- · ai
Scaling Latent Reasoning via Looped Language Models
Abstract Modern LLMs are trained to 'think' primarily via explicit text generation, such as chain-of-thought CoT, which defers reasoning to post‑training and u...