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Latest Articles

Auto-crawled global tech blogs & news

AI & ML

IA Proativa e IA Geral (AGI), os próximos passos do uso da IA em Tecnologia

Lançado no dia 03/09, o GPT-6 Astra marca segundo a OpenAI, o início da era de IA 'AGI', isto é, de agentes capazes de usar recursos pensados numa hipotética Inteligência Artificial Geral (AGI na sigla em inglês). Apesar do termo AGI ainda não ter uma definição clara e coeza, o presidente da OpenAI,

DEV Community 2026-09-06

Cloud

There Are Only Two Ways to Make Money in Software.

my team builds AI infrastructure, so yes, i have a horse in this race. the horse shows up at the end, clearly labeled. the history comes first, and the history is free. jim barksdale, back when he ran netscape, said the only two ways to make money in software are bundling and unbundling. people qu

DEV Community 2026-09-06

Frontend

We Throw Away 1.3 Billion Tons of Food While Millions Starve. I Built FoodBridge with Snowflake to Stop It

This is a submission for Weekend Challenge: Generosity Edition Three years ago, I volunteered at a commercial bakery in the city. At 9:30 PM every Saturday, we packed fresh sourdough loaves, baguettes, and croissants that had been baked that very morning. I assumed we were bagging them for the

DEV Community 2026-09-06

Mobile

MatrixRainView — A Code-Driven Android Matrix Rain Rendering Library

This is a submission for Weekend Challenge: Generosity Edition What I Built I built MatrixRainView, an open-source Android library that allows developers to easily add a fully customizable Matrix-style digital rain effect to their applications. The goal behind this project was simple: m

DEV Community 2026-09-06

Security

That Time Someone Exploited a Git Hook to Root Your Homelab

That Time Someone Exploited a Git Hook to Root Your Homelab You know how it is—you spin up a self-hosted Git instance, maybe Forgejo or Gitea, and you're feeling good about having your own GitHub alternative. Then you forget about it for a while. That's usually when something bad happens. Someone

DEV Community 2026-09-06

Frontend

Beside: generosity can be a little of your time

This is a submission for Weekend Challenge: Generosity Edition What I Built “I’m here for you” is easy to say. Knowing what to offer next can be harder. I built Beside to help turn that intention into something small and specific: a listening ear, quiet company, a helping hand, or a gen

DEV Community 2026-09-06

Web Tutorials

Step-by-step guides to build your own site

All WordPress Frontend Backend Server & Ops Domain & Hosting Design Resources

Server & Ops

Top 5 Scalable AI Inference Providers for Startups (2026)

Compare the best AI inference providers for startups in 2026: serverless token APIs, dedicated endpoints, and GPU rental, with pricing and scaling tradeoffs.

2026-09-04 4 views

Server & Ops

MCP Gateway for AI Agents: Connecting AI Agents to SaaS Tools Without Sharing Your Credentials using DigitalOcean Action Gateway

DigitalOcean Action Gateway holds your GitHub, Jira, and Postgres credentials so the AI agent never sees them. One managed MCP gateway, one merged pull request.

2026-09-04 4 views

Backend

Cheapest Batch Inference for Low-Cost AI Inference: 6 Providers Compared (2026)

Compare batch inference pricing across DigitalOcean, Fireworks AI, Nebius, Together AI, AWS Bedrock, and Modal, with verified discounts and a worked cost example.

2026-09-03 8 views

Backend

Structured Output Reliability at Scale: When JSON Schema Validity Breaks Down Under Concurrency

See how JSON Schema reliability changes under LLM concurrency, with measured vLLM results on truncation, constrained decoding, retries, and tail latency.

2026-09-03 6 views

Frontend

GLM-5.3-Flash is the cheapest model on DigitalOcean. It's also the most verbose.

GLM-5.3-Flash lists at a fraction of its competitors' prices, but the discount you actually get depends entirely on one undocumented default: unconfigured requests run at maximum reasoning effort, cutting the real-world price advantage over Qwen3.8-Max from 12x to 2.3x. We spent $14.75 and 2,700 API

2026-09-02 5 views

Server & Ops

Does Context Length Affect Inference Cost Linearly? We Measured Why It Doesn't

Long-context pricing is billed as linear, but serving cost is not. We measured Ministral 3 14B on a DigitalOcean H200 across 2K-256K tokens: KV cache pool capacity drives a 3.84x cost-per-token rise and a 256K crossover against the $0.20/1M serverless rate.

2026-09-01 5 views

Frontend

When pgvector Starts to Slow Down as Your Vector Table Grows

Learn when pgvector starts slowing down as your vector table grows, what causes performance bottlenecks, and how to keep vector search fast at scale.

2026-09-01 5 views

Frontend

Let’s Use the Emergent CSS random() Function in all the Browsers

The journey to create a polyfill for the upcoming CSS random() function that works in all browsers. Let’s Use the Emergent CSS random() Function in all the Browsers originally handwritten and published with love on CSS-Tricks. You should really get the newsletter as well.

2026-08-31 8 views

Dev Resources

Hand-picked tools, open-source projects, AI apps and design assets

Dev Tools Open Source AI Tools Domain & Hosting Design Learning Frameworks API Services

lizhipay / acg-faka

github.com

个人发卡源码，发卡系统，二次元发卡系统，二次元发卡源码，发卡程序，动漫发卡，PHP发卡源码，异次元发卡 (1,082 stars)

# GitHub # 开源项目 Open Source

anthropics / skills

github.com

Public repository for Agent Skills (20,590 stars)

# GitHub # 开源项目 AI Tools

bannedbook / fanqiang

github.com

翻墙-科学上网 (8,433 stars)

# GitHub # 开源项目 Open Source

David-Crty / databasement

github.com

Self-hosted database backup manager with a web UI. Schedule, backup, and restore MySQL, PostgreSQL, MariaDB, Microsoft SQL Server, MongoDB, SQLite & Redis to S3, SFTP, Samba or local storage. SSH Tunnel support. (244 stars)

# GitHub # 开源项目 Domain & Hosting

affaan-m / ECC

github.com

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. (37,178 stars)

# GitHub # 开源项目 AI Tools

rmyndharis / OpenWA

github.com

Free, Open Source, Self-Hosted WhatsApp API Gateway (3,172 stars)

# GitHub # 开源项目 API Services

facebook / stylex

github.com

StyleX is the styling system for ambitious user interfaces. (466 stars)

# GitHub # 开源项目 Open Source

glpi-project / glpi

github.com

GLPI is a Free Asset and IT Management Software package, Data center management, ITIL Service Desk, licenses tracking and software auditing. (1,798 stars)

# GitHub # 开源项目 Open Source

JuliusBrussee / caveman

github.com

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman (5,984 stars)

# GitHub # 开源项目 AI Tools

espocrm / espocrm

github.com

EspoCRM – Open Source CRM Application (966 stars)

# GitHub # 开源项目 Open Source

WordPress / mcp-adapter

github.com

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically. (191 stars)

# GitHub # 开源项目 API Services