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From Scans to Structured Data: Converting Medical Reports to JSON with Pydantic & LLMs

Have you ever looked at a stack of physical medical reports and wished you could just "Ctrl+F" your health history? 📑 We’ve all been there. Every hospital has a different layout, different units, and

dev.to May 06, 2026 Read more →

TSP - Travelling Salesman Problem

Introduction I will talk about P vs NP, NP-complete, and NP-hard, define heuristics in computer science, Hamiltonian cycles, TSP and Metric TSP, approximation algorithms, and optimal vs su

dev.to May 06, 2026 Read more →

I built an uptime monitor in Rust because I hate paywalls for Webhooks

Hey DEV community! 👋 I recently got frustrated with standard monitoring tools. It feels like every tool out there puts simple integrations (like Discord, Slack, or Webhooks) behind a premium paywall.

dev.to May 06, 2026 Read more →

Balanceamento de Carga, o que é e qual sua importância ?

Load Balancing: por que ele é essencial em sistemas com muitos acessos? Em sistemas distribuídos, um dos grandes desafios é lidar com milhares de requisições simultâneas sem comprometer a performance

dev.to May 06, 2026 Read more →

AI Citation Registry: Jurisdiction Signal Loss Across City and County Sources

How missing structural boundaries cause AI systems to apply the wrong authority to the wrong place “Why is AI telling me my city is under a county advisory that doesn’t apply here?” The que

dev.to May 05, 2026 Read more →

When “Wallet” Stopped Meaning Wallet - My Solana Journey.

I already had some exposure to Ethereum, so I thought I understood what a blockchain account was. In my head, it was simple: A decentralized version of a traditional account; no central authority, no

dev.to May 05, 2026 Read more →

tech skills vs system design: Unlock case study in Production

Tech Skills vs System Design: Lessons from Unlock’s Production Journey For years, engineering teams have debated the relative importance of deep technical skills and robust system design. T

dev.to May 05, 2026 Read more →

Kimi K2.6 vs. Claude Opus 4.7 in a Weird Game Coding Test ✅

Kimi K2.6 has been getting a lot of love lately, especially from devs who want a strong coding model without paying premium model prices every time they run a big prompt. So I wanted to see how good

dev.to May 05, 2026 Read more →

Stripe Basil Quietly Moved current_period_end Off Subscription — And a Lot of Code Broke

On March 31, 2025, Stripe shipped the Basil API version. Among other changes, it removed three fields from the Subscription object that a lot of production code was reading: current_period_start —

dev.to May 05, 2026 Read more →

NIST FIPS 203/204/205: The Complete Guide Blog

Research NIST FIPS 203/204/205: The Complete Guide 14 min read Who is NIST, and Why Do Their Standards Matter? NIST is the National Institute of Standards and Technology, a non

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Don't Make Me Think, Role of Colour in UX

In Don't Make Me Think, Steve Krug introduces the concept of self-explanatory design. The idea is simple: when users land on a page, they should immediately understand what it is and how to use it; wi

dev.to May 05, 2026 Read more →

Unlocking GitHub Copilot: Billing Hurdles, Productivity, and What It Means for Software Development Statistics

GitHub Copilot is more than just an AI coding assistant; it's a productivity superpower for many developers, promising to streamline workflows and accelerate delivery. Yet, as a recent GitHub Communit

dev.to May 05, 2026 Read more →

🧩 Runtime Snapshots #16 — The Three Architectures of Browser Agents

Every team building an AI agent for the browser is making one architectural choice — whether they realize it or not. They're choosing how the LLM perceives the page. That choice cascades into everythi

dev.to May 05, 2026 Read more →

DESIGN.md: el archivo que le enseña a la IA a diseñar como un profesional

Artículo original en karenborrero.dev Hace unos días encontré styles.refero.design y tardé exactamente diez minutos en entender que cambia la forma en que trabajo con herramientas de IA. No es una

dev.to May 05, 2026 Read more →

AI Reality Check: What the Uber Case Teaches Us About the Hidden Cost of Agents

1. AI as an Investment or a Liability? The technology market is currently witnessing a profound dichotomy. While Reuters reports that AI investments have already surpassed the $600 billion

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Linux Copy-Primitive Bugs Keep Breaking Container Security: From Dirty COW to Leaky Vessels [2026]

Three times in a decade. That's how often a Linux copy-primitive bug has blown a hole through container isolation. In 2016 it was Dirty COW. In 2024 it was Leaky Vessels. In 2026, a new class of Linux

dev.to May 05, 2026 Read more →

The History of Expanso (Part 6): Data Controls are a One-Way Street

The below is a continuation of the series on the history of Expanso. Today, we're talking about the third and final unchangeable law of data: the ever-tightening web of data controls. Read the whole s

dev.to May 05, 2026 Read more →

Codex /goal and OpenGUI: long-running tasks need state

Long-running agents tend to fail in the second half. The first step is often fine. Fix a CI failure, open an app, tap a button, search for a keyword. Models can produce a reasonable first action. The

dev.to May 05, 2026 Read more →

I Built a 3D Interactive Sales Simulator for Cloud Consultants — Here's Why

I kept watching the same thing happen. A cloud consultant walks into a meeting. They know exactly what the client needs — better redundancy, smarter failover, real observability. Their solution is tec

dev.to May 05, 2026 Read more →

Under 30-Minute Setup: AI Coding Guidelines for Your Next.js Project (Before/After Code)

Your Next.js project has an AI assistant. The question isn't whether to use AI — it's whether the code it generates follows your project's conventions. This is a hands-on walkthrough. In under 30 min

dev.to May 05, 2026 Read more →
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