One of the promises of AI is that it can reduce workloads so employees can focus more on higher-value and more engaging tasks. But according to new research, AI tools don’t reduce work, they consistently intensify it: In the study, employees worked at a faster pace, took on a broader scope of tasks,...
Introduction
Feb 2, 2026 ... "Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code as cleverly as possible, you are, ...
Feb 16, 2023 ... The patterns combine sociable, state-based tests with a novel infrastructure technique called “Nullables.” At first glance, Nullables look like ...
A compressed 8KB docs index in AGENTS.md achieved 100% on Next.js 16 API evals. Skills maxed at 79%. Here's what we learned and how to set it up.
Running six Claude Code agents in parallel from an iPhone. A cloud VM, Tailscale, mosh, and push notifications enable async development from anywhere.
*The workflow I use to start every Claude Code project: Plan, Setup and Build.
Want to go even deeper on Claude Code with hands-on help?
For beginners, join my Claude Code for Beginners: 2 Day Launchpad: https://maven.com/alpha-clarity/claude-code-for-beginners?promoCode=YOUTUBE (20% off with...
GSLB ResourceRef Support¶ ; : networking.k8s.io/v1 · Ingress · playground-failover-ingress ; : "myapp.example.com" spec: · apiVersion: v1 kind: Service · playground- ...
Fast and extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS - caddyserver/caddy
An NGINX module with the implementation of the automatic certificate management (ACMEv2) protocol - nginx/nginx-acme
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
Seeing what your containers really carry changes everything.
Or: How I Learned to Stop Worrying and Let the Robots Fight
Documentation of the individual GitOps Toolkit components and their APIs.
What’s going on with the AI builder community right now?
Declarative infrastructure config hides complexity, enabling developers to focus on application code. Unified YAML per service allows early cost validation, while independent CI with centralized CD balances team autonomy and deployment consistency. This standardized approach scales across organizati...
Contribute to dlorenc/multiclaude development by creating an account on GitHub.
Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production patterns - antonbabenko/terraform-skill
Notes on Managing ADHD offers clear perspective and practical advice: https://news.ycombinator.com/item?id=45083134 The author frames strategy v/s tactics well, ...
Jan 15, 2026 ... I want to continue with my series on how you can use Claude Code for software development, but I have at least two posts I need to write ...
Ontologies - why in the world would you ever need one?
From previous discussions (https://news.ycombinator.com/item?id=46592643), seems like Semaphore CI still offers that. newsoftheday 3 months ago | parent ...
Large language model (LLM) applications such as agents and domain-specific reasoning increasingly rely on context adaptation: modifying inputs with instructions, strategies, or evidence, rather than weight updates. Prior approaches improve usability but often suffer from brevity bias, which drops do...
A first-class tenant model is no longer optional. Developer platforms succeed when boundaries are real and enforced, not implied or assumed.
Set up AutoClaude with Python 3.12+, Git, and an API key, then run long autonomous sessions that free your time and reduce rework.