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AI‑Assisted Writing as Search (Not Draft Generation)
Introduction I have a steady stream of ideas I genuinely want to explore, but most of them die in the same place: a few bullet points in a notebook, or an outl...
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Why CAPTCHAs today are so bad (and what we should be building instead)
The Problem with Modern CAPTCHAs Modern CAPTCHAs are meant to stop bots, but in reality they mostly punish humans. Clicking traffic lights, rotating images, or...
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Android Security for Devs: Nocturne VPN Technical Guide
Supercharge Your Android Security: Why Nocturne VPN is a Must-Have for Your Phone In the evolving landscape of mobile technology, Android devices have become in...
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A Better Way to Run MeshCommander in Your Homelab (Intel vPro + Docker)
!Forem Logohttps://media2.dev.to/dynamic/image/width=65,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%...
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State Management Patterns for Long-Running AI Agents: Redis vs StatefulSets vs External Databases
You deploy an AI agent to Kubernetes. It runs for three hours handling customer conversations. Suddenly: request timeout. Lost state. Corrupted session history....
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My Solution to Deno Watch Mode Signal Handling
Problem Overview To fix the Deno watch mode issuehttps://github.com/denoland/deno/issues/30912, I researched both Deno and Node.js. I wanted to adopt Node.js's...
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Scaling Kubernetes Load with KEDA
Why the HPA May Not Scale Your Pods The Horizontal Pod Autoscaler HPA scales only based on CPU or memory utilization, which does not always reflect real‑world...
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Stop Hardcoding Translations in Laravel - Use Translatable
🤔 The Problem Building a multilingual Laravel app? You might end up with messy code like this: php // ❌ The nightmare approach switch $status { case 'draft':...
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Advent of AI - Day 10: Understanding Arguments in Goose Recipes
I've edited this post with AI assistance. These quick posts are part of the Advent of AI series, and Day 10 focuses on how recipe arguments and Jinja templating...
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Mastering Sui DeepBook: A Hands-On DeFi DEX Series (2)
Environment Setup In this section, we will install the necessary tools and dependencies to begin working with Sui DeepBook. Bootstrapping the Boilerplate First...
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Mastering Data Migration Strategies for Seamless Transfers
Introduction In today's data‑driven world, efficiently moving and transforming data is paramount. Whether upgrading systems, consolidating databases, or migrat...
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The Ultimate 'It Works on My Machine' Fix: Building a Polyglot (C++, Rust, Python), Remote IDE & Jupyter-Ready Container
TL;DR: What We Are Building This guide solves dependency hell and permission errors by building a professional‑grade development environment from first princip...