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How to build a budget, self-hosted video surveillance system on a Raspberry Pi

Video surveillance is no longer something reserved for the wealthy or for large corporations. In one form or another, a video surveillance system now turns up almost everywhere — in the smallest busin

dev.to Jun 25, 2026 Read more →

I backtested the most popular Binance grid bots on 4 years of real data

Binance — and every other exchange — sells grid bots ranked by "Best PnL" and shows you a 7-day drawdown. That's marketing: you see the winners (survivorship bias) and the real risk is hidden. So I b

dev.to Jun 25, 2026 Read more →

Building a Cloud Application Locally: Lessons in Backend Architecture and AWS

When learning cloud computing, it's tempting to jump straight into individual services like Amazon S3, DynamoDB, or Lambda. While understanding each service is important, I found that the bigger lesso

dev.to Jun 25, 2026 Read more →

Mermaid Diagrams in Markdown: The Complete Developer Guide Written by

Mermaid Diagrams in Markdown: The Complete Developer Guide Here is a scenario every developer knows: you write a meticulous explanation of a complex system architecture. It is accurate, well-structure

dev.to Jun 25, 2026 Read more →

Agent runs need their own session identity, not the human's

One of the quiet assumptions that breaks first when agents move from demos to production is that the agent should run as the human user. It feels natural: the human opened the laptop, the human owns

dev.to Jun 25, 2026 Read more →

Hello DEV! I'm Plugecon — security developer

Hey DEV community! I'm Plugecon, a security-focused developer working with C/C++, Python, PHP and Node.js. My main interests are cryptography, low-level programming and offensive security tools.

dev.to Jun 25, 2026 Read more →

DAOs: Como Comunidades Governam Empresas Sem Chefes nem Hierarquia [PT-BR]

Imagine uma empresa sem CEO, sem conselho administrativo tradicional e sem aquela hierarquia que conhecemos há séculos. Imagine que todas as decisões importantes — desde alocar milhões em um tesouro a

dev.to Jun 25, 2026 Read more →

Simplifying Deployment for the DEV Community

As I sit here in my RV, coding away on my latest project, I'm reminded of the countless hours I've spent wrestling with deployment configurations. It's a problem many of us face, and one that I've tri

dev.to Jun 25, 2026 Read more →

I Let Claude Code Run a Month of My Business Books. It Reconciled 200 Transactions and Miscategorized 11.

I run a few small businesses, which means once a month I sit down with a bank export and an accounting platform and turn a pile of transactions into something a tax office will accept. It is the part

dev.to Jun 25, 2026 Read more →

The Calendar Technicality

The Oakland verdict in Musk v. Altman came in this morning at the federal courthouse on Clay Street. A nine-person advisory jury, sitting before Judge Yvonne Gonzalez Rogers in the Northern District o

dev.to Jun 25, 2026 Read more →

Most Developers Can Write the Code. Almost None of Them Can Ship It.

A real story about a job assignment, a broken Docker config, and a deployment that went live in minutes. It started with a panic message A developer reached out to us with 24 hours le

dev.to Jun 25, 2026 Read more →

Thank you DEV community: the Thinking Engineer Toolkit is live

Over the past weeks, I’ve been sharing a series of posts that gravitate around one question: How do we use AI without outsourcing our judgment? The engagement from this community in response to this

dev.to Jun 25, 2026 Read more →

LunarSite: An end-to-end ML pipeline for lunar south pole landing site selection

LunarSite: An end-to-end ML pipeline for lunar south pole landing site selection Sim-to-real terrain segmentation, fine-tuned crater detection, PSR-aware XGBoost site scoring, and calibrate

dev.to Jun 24, 2026 Read more →

Your JSON Is Valid... Until It's Not: Common Parse Errors and How to Fix Them

We've all seen it: an API response that looks perfectly fine, but JSON.parse() throws a cryptic error at position 0. Or position 472. Or somewhere deep inside a 10,000-line config file. Here are the m

dev.to Jun 24, 2026 Read more →

AI agents need tiered approval escalation, not one big confirm button

Every agent product eventually has the same conversation: who is allowed to click "yes"? The simplest answer is a single per-action prompt. The user gets a popup, the popup says "the agent wants to d

dev.to Jun 24, 2026 Read more →

Inteligência Artificial no Dia a Dia: 10 Casos de Uso Práticos e Reais [PT-BR]

Quando comecei a trabalhar com tecnologia, há mais de duas décadas, a Inteligência Artificial era algo restrito a laboratórios de pesquisa e ficção científica. Hoje, ela está embutida no aplicativo qu

dev.to Jun 24, 2026 Read more →

Real photos in ChatGPT, 30-second AI video, and AI inside A24 — 3 stories that blur "real vs AI" media

Three AI stories landed this week that all poke at the same nerve: the images, video, and films we actually look at are getting an AI layer — and the line between "real" and "AI-made" keeps thinning.

dev.to Jun 24, 2026 Read more →

An Editor Built Like a Video Game

On April 29, 2026, Nathan Sobo published the Zed 1.0 announcement post on Zed's blog. The post landed on Hacker News at 2,047 points and 663 comments — the highest-engagement HN story in the present c

dev.to Jun 24, 2026 Read more →

Billing asynchronous work exactly once

Synchronous billing is easy, and that's the problem — it makes you think all billing is easy. When a request does its work inline, the billable number is in the response by the time you send it. The

dev.to Jun 24, 2026 Read more →

I ran one API response through two JSON-to-Zod converters. One silently turned every field into z.string().

You have an API response. You want a Zod schema. So you paste the JSON into a JSON-to-Zod converter, copy the output, and ship it. Here's the trap: a lot of those converters infer basic types only. Y

dev.to Jun 24, 2026 Read more →
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