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Leetcode 2

I did LeetCode 2. Yup. That’s the headline. The classic Add Two Numbers. Submitted my solution thanks to the tremendous help of ChatGPT, but I still feel a bit guilty about it. Afterward, I went down

dev.to May 15, 2026 Read more →

Designing Browser-Based Horror Visual Novels Around Atmosphere and Player Attention

Browser-based horror games have a different rhythm from traditional desktop horror. The player arrives through a tab, often with other tabs open nearby, and the experience has to earn attention quickl

dev.to May 15, 2026 Read more →

The Secret of the Small Database: Why "Big" Technology Often Slows You Down

Imagine you are running a business. You need to save and retrieve files every day. You have two choices: The Remote Mega-Warehouse: A massive, high-security building located 10 miles away. Every ti

dev.to May 15, 2026 Read more →

LLM Structured Output Validation in Python That Holds Up

Most LLM "structured output" tutorials are unserious. They teach you to ask for JSON politely and then hope the model behaves. That is not validation. That is optimism with braces. OpenAI's own doc

dev.to May 15, 2026 Read more →

Best GPU for Llama 70B in 2026 (48GB+ VRAM Required)

This article was originally published on Best GPU for LLM. The full version with interactive tools, FAQ, and live pricing is on the original site. Quick answer: You need at least 48GB of VRAM to ru

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AI/ML Powers Health: Build with ML Kit & Med-Gemma

Revolutionizing Healthcare: AI and ML Powering Diagnosis and Beyond with ML Kit and Med-Gemma The healthcare landscape is undergoing an unprecedented transformation, driven by the relentles

dev.to May 15, 2026 Read more →

AI Blog Writer

This post is my submission for DEV Education Track: Build Multi-Agent Systems with ADK. What I Built I built an AI Blog Writer which accepts a title and style/prose of writing and generate

dev.to May 15, 2026 Read more →

Seeded Universe Recreation Engine: Building a Deterministic Universe Timeline from One Seed

Seeded Universe Recreation Engine: Building a Deterministic Universe Timeline from One Seed I’m building Seeded Universe Recreation Engine, a deterministic seed-based universe simulation pr

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Applied Scientist Skills Companies Want in 2026: A comprehensive analysis on 3,146 active postings

The Applied Scientist Title Hides Two Very Different Roles "Applied Scientist" reads like a single job title, but it isn't. Inside the same keyword sit at least two distinct roles: the prod

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React Compiler and and the promise of automated memoization

The real-world impact of the React Compiler (formerly React Forget). The promise of this tool is to automate memoization, theoretically freeing developers from the manual overhead of useMemo, useCallb

dev.to May 15, 2026 Read more →

ARC Turbo OS: Building a Seed-Rooted Runtime That Collapses Redundant Computation

ARC Turbo OS: Building a Seed-Rooted Runtime That Collapses Redundant Computation I’m building ARC Turbo OS, a deterministic execution runtime designed around one core idea: Collapse com

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Proto-Synth Grid Engine: Building a Math-First 2D World Runtime That Feels 3D

Proto-Synth Grid Engine: Building a Math-First 2D World Runtime That Feels 3D I’m building Proto-Synth Grid Engine, also described in the repo as I/O Synth Grid Engine. The project is an e

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The Control Plane Problem in VMware Alternatives

Most VMware migration plans inventory VMs, clusters, storage, and licensing. Very few inventory the operational assumptions attached to vCenter itself. The result is predictable: the hypervisor migrat

dev.to May 14, 2026 Read more →

Two False-Positive Fixes, Same Root Cause

Two separate monitoring failures on the same day, same root cause. Both fixed by answering a single question: "Am I testing for health, or am I testing for perfect conditions?" The distinction matters

dev.to May 14, 2026 Read more →

Streamlining Deployment: How GitHub Releases Elevate Your Engineering KPIs and Development OKRs

In the fast-paced world of software development, efficient and well-documented deployment processes are not just a nice-to-have; they are crucial for team productivity, successful rollbacks, and ultim

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The GitHub Org Owner Dilemma: How to Prevent and Recover from Losing Admin Access

GitHub organizations are the backbone for countless collaborative development, academic, and research projects. They provide the essential structure for managing repositories, teams, and access permis

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We've Been Falling for Chatbots Since 1966

In 1966, a queue began forming at a particular door inside the MIT Project MAC complex. The queue was composed mostly, though not entirely, of young women — students, lab assistants, secretaries from

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Claude Code vs ChatGPT Codex: Two Official Agents, One Choice You Don't Have to Make

For a long time my AI coding workflow was a junk drawer. Aider, Continue, OpenClaw, three different VS Code plugins, an .envrc with API keys for providers I'd forgotten I had. Then on April 4, 2026, A

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Why Open Source CRMs are Winning in 2026 (And the Best Ones to Self-Host)

Stop paying "per-user" taxes to Salesforce and HubSpot. It’s time to own your data. The Problem with Modern SaaS CRMs In 2026, the "SaaS Tax" is real. Small teams often find themselves tra

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How I built a Virtual Currency Wallet with NestJS & Next.js (Beta out!) The "500 Million" Surprise

A few days ago, I looked at my account and saw 500 million. No, I didn't hack a bank. It’s Vitch, my latest Fintech project, and the beta is officially live! What is Vitch? Vitch is a virtual curren

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