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Agents don't know what good looks like. And that's exactly the problem.
14+ hour, 53+ min ago (897+ words) With the O'Reilly learning platform, you get the resources and guidance to keep your skills sharp and stay ahead. Try it free for up to 14 days. Join a live online event on the O'Reilly platform to learn from the experts…...
Detecting architecture drift during system design
1+ hour, 40+ min ago (630+ words) A team ships a feature. Weeks later, a security flaw surfaces. Not a bug in the code " a flaw in the architecture. The API gateway talks directly to the database. No auth boundary. A compliance gap that was baked in…...
ELF & Dynamic Linking (EN)
4+ day, 23+ hour ago (1814+ words) Surely all of us have seen that we run. /app and within milliseconds we have a live process in the system. For the vast majority of modern developers, that brief lapse of time is an act of faith, a black…...
Database Branching in Postgres: Git-Style Workflows with Databricks Lakebase
10+ hour, 39+ min ago (893+ words) Don't miss our biggest Summit yet. Save 50% with early-bird pricing." Database branching is the missing primitive in modern development workflows. Every other part of the stack has evolved to support fast iteration. Code has Git. Infrastructure has Terraform. Deploys have…...
Frontend Minimalism: Build Faster, Lighter Apps Without Overengineering | Hacker Noon
7+ hour, 57+ min ago (125+ words) Most frontend apps become slow and complex because developers overengineer them. This guide shows how to build lean apps using simple tools like Vite, Preact, and native APIs. Start with minimal dependencies, use lightweight state management, and only add complexity…...
The Query Optimizer's Mind: Architecting SQL for Distributed Scale | Hacker Noon
7+ hour, 36+ min ago (142+ words) High-performance SQL isn't about clever queries'it's about helping the optimizer minimize data movement. Use predicate pushdown, maintain table statistics, avoid Cartesian joins, and choose GROUP BY over heavy window functions when possible. For complex workloads, use materialization. The key to…...
Your Kubernetes backups are lying to you
5+ hour, 3+ min ago (499+ words) Every Kubernetes backup tool says "Backup Completed." Velero, Kasten, Trilio Vault, Portworx " they all do backup brilliantly. Green dashboards, successful cron jobs, S3 buckets filling up on schedule. But here's what nobody tells you: "Backup Completed" doesn't mean "Restore Works." I…...
What is the difference between ETL and ETL?
5+ hour, 2+ min ago (381+ words) In the data engineering lifecycle, various data integration processes are used to make sense of this data. In this article, we'll focus on the two popular approaches: ETL and ELT. But first, a few definitions: Now that we are all…...
Fine-Tuning vs Prompt Engineering
8+ hour, 9+ min ago (168+ words) Hacker Noon < 100 M inferences/month: Prompt Engineering " Fixed cost infrastructure dominates 100 M - 1 B inferences/month: Hybrid " Fine-tuning cost per inference becomes significant 1 B inferences/month: Fine-Tuning " Unit economics favour optimised model Frequent changes needed: Prompt Engineering " Update latency matters more…...
SQLite PRAGMA: The Underrated Lever That Controls Your DB
4+ hour ago (437+ words) Hello, I'm Maneshwar. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star Us to help devs discover the project. Do give it a try and share your feedback…...
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