When building products in Brazil, verifying a business counterpart usually means paying for Serasa/SPC reports or hiring a due diligence firm. But most of what you actually need is already free. Here's what the Brazilian government publishes openly — and how to use it. Brazil's Receita Federal (IRS

#cloud

· · Engadget

visionOS 27 brings the new Siri to Apple's headset

Apple's $3,500 headset is also getting an AI upgrade.

#apple-headset#ai-upgrade#siri-update#tech-news#apple-visionsos

· · Dev.to

How I benchmarked a 100% local RAG pipeline to 9/9 (zero API keys)

Most "chat with your documents" demos work in an afternoon. Then you hit the last So I built a fully local RAG pipeline and, more importantly, a reproducible to prove it actually works. Everything runs on the machine. No Embeddings: Qwen3-Embedding-0.6B (bge-m3 as a fallback) Vector store: Qdrant in

#cloud-computing#local-rag#data-pipeline#benchmarking

· · Dev.to

Streamline Azure Resource Group Setup Using a Bash Script

If you are just getting started with Azure CLI and Bash scripting, this post is for you. I will walk you through how I automated the creation of Azure resource groups for multiple environments using a single Bash script — something that was taking a cloud admin several manual steps every week. This

#cloud

· · Dev.to

Anthropic: Claude Now Writes 80% of Its Own Code in 2026

80%. That is the share of code currently being merged into Anthropic's production systems that was written by Claude. Not code-reviewed. Not pair-programmed. Written. In February 2025, when Claude Code launched, that number was in the low single digits. Sixteen months later, the company decided that

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· · Dev.to

Datadog dashboards for prompt regression: the panels we actually keep

We wired our LLM eval suite into Datadog over about four months. Most of the panels we built got deleted. These are the five that stayed, and the metrics that feed them. TL;DR: We run an LLM-as-judge eval suite on every PR that touches a prompt, and we ship the results to Datadog as custom metrics.

#cloud-computing#datadog#llm-evaluation#metrics#dashboard

· · Dev.to

Why AI Keeps Generating the Wrong Design Tokens and How I Fixed It with Figma's API

AI design system output is approximate by default. Wrong border radii, raw hex values, inconsistent tokens across 60 components. The fix isn't better prompts. Here's the structural change that made it exact using Figma's REST API. The fourth time I manually corrected the same border radius mistake i

#ai#design-tokens#figma#cloud-computing#api-integration

· · Dev.to

Why You Underestimate Haiku

Most people pick a model the wrong way around. They look at the leaderboard, see Opus on top, and reach for it by default. Sonnet if they want to save money. Haiku almost never, because the name says "small." That habit costs you. For a lot of what you actually build, Haiku is the right call, and yo

#cloud

· · Dev.to

I wanted to query Instagram data inside my AI coding assistant, so I wired up an MCP server for it

Been doing a lot of competitive research for clients lately — checking hashtag volumes, tracking top posts in a niche, that kind of thing. Kept switching between Claude Code and browser tabs to cross-reference stuff manually. Got annoying fast. Found hikerapi-mcp, a Model Context Protocol server tha

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· · Dev.to

🚀 GSoC 2026 Weekly Update: Week 2 — Establishing Contracts & System Design

Another productive week of Google Summer of Code with OWASP BLT is in the books! Building on the visual blueprints from last week, this week was focused on locking down our structural foundations and diving deeper into the system architecture. Here is a simple breakdown of the progress made and what

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· · Dev.to

The Top Golang Mocking Libraries in 2026: A Practical Comparison

Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the product. A few years ago, choosing a Go mocking framework was mostly a matter of personal prefe

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· · Dev.to

Streamlining Company Verification for Accountants in Brazil Through Automation

If you work with Brazilian companies — as an accountant, credit analyst, or anyone processing PJ clients at scale — here's a practical automation approach using free public data. For any CNPJ, public data gives you: Situação cadastral: ATIVA, BAIXADA, INAPTA, SUSPENSA — critical for invoice validati

#cloud

· · The New Stack

Why Anthropic just doubled Claude Cowork limits at no charge

Anthropic has announced a limited-time promotion that doubles users’ five-hour usage limits in Claude Cowork. Announced on Monday, it’s sure The post Why Anthropic just doubled Claude Cowork limits at no charge appeared first on The New Stack.

#cloud-computing#anthropic#claude-cowork#usage-limits

· · Dev.to

Conditional Statements in JavaScript

JAVASCRIPT CONDITIONAL STATEMENTS JavaScript conditional statements are used to make decisions in a program based on given conditions. They control the flow of execution by running different code blocks depending on whether a condition is true or false. Conditions are evaluated using comparison and

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· · The Next Web

Chip stocks surge 10% as investors hedge against potential downturns.

Micron surged 10% on Monday after losing 13% on Friday. Marvell jumped 9% on news of its addition to the S&P 500. The semiconductor sector bounced back from its worst single-day rout since 2020, when the Philadelphia Semiconductor Index fell roughly 10.3% and erased over $1.3 trillion in market valu

#technology