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Building EcoSnap: An AI-Powered Plant Companion for a Greener Planet
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DEV Community · Technology

Building EcoSnap: An AI-Powered Plant Companion for a Greener Planet

This is a submission for the Weekend Challenge: Earth Day Edition 🌱 What I Built I built EcoSnap — an AI-powered plant identifier and eco-garden advisor that helps anyone discover, care for, and garden with native plants to support local biodiversity.[reference:0] The goal was to cr...

HARD IN SOFT OUT
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Mentor — making a difference
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DEV Community · Technology

Mentor — making a difference

🚀 I started my career in a small company(now people call it a startup 😄). I feel blessed 😇 because of my mentors and the opportunities they gave me. It is the place where I had learnt most of the tech stack, JavaScript, Database, HTML, CSS, and the list goes on. Mentors/coaches play an importa...

Johnson Samuel
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Running a Midnight Node: Complete Setup, Sync & Monitoring Guide
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DEV Community · Technology

Running a Midnight Node: Complete Setup, Sync & Monitoring Guide

Running a Midnight Node: Complete Setup, Sync & Monitoring Guide Tier 3 Bounty Tutorial — Contributor Hub Issue #323 Platform: Dev.to | Tags: #MidnightforDevs Author: Community Contributor Table of Contents What is a Midnight Node? Prerequisites & System Requirem...

D2758695161
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The Suite and the Code Came From the Same Prompt
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DEV Community · Technology

The Suite and the Code Came From the Same Prompt

If you're using Claude Code or Cursor with Playwright MCP, your test suite and your feature code are coming out of the same agent session. Sometimes literally the same context window. Your dashboard says everything passes. That's probably true. It's also not what you think it is. The Structural Pr...

Muggle AI
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AI chip startup Cerebras files for IPO
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TechCrunch · Technology

AI chip startup Cerebras files for IPO

In recent months, the company announced an agreement with Amazon Web Services to use Cerebras chips in Amazon data centers, as well as a deal with OpenAI reportedly worth more than $10 billion.

Anthony Ha
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The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime
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DEV Community · Technology

The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime

In the world of cloud computing, there is a "Managed Service Tax." Standard API gateways often charge $1.00 per million requests. At a billion requests, that is a $1,000 bill. However, by optimizing the underlying architecture, that same volume can be handled for $0.00004 per request. Here is the d...

Reetesh kumar
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How to structure JSON for LLMs (and stop wasting tokens)
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DEV Community · Technology

How to structure JSON for LLMs (and stop wasting tokens)

Most developers treat JSON as an afterthought when building LLM-powered apps. They dump raw API responses into prompts and wonder why the model hallucinates, misreads fields, or burns through tokens. JSON structure is a first-class concern in AI engineering. Here's how to get it right....

Tahmid
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Two US army soldiers injured by brown bear during training exercise in Alaska
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The Guardian · World

Two US army soldiers injured by brown bear during training exercise in Alaska

Soldiers were participating in ‘land navigation training’ when bear injured them in a ‘defensive attack’Two US army soldiers have been injured after encountering a brown bear in a mountainous training area in Anchorage, Alaska, the military said on Friday.The incident happened on Thursday as the sol...

Associated Press
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Starmer would have blocked Mandelson role over vetting failure, says Lammy
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The Guardian · World

Starmer would have blocked Mandelson role over vetting failure, says Lammy

Deputy prime minister says it is ‘inexplicable’ top civil servant kept Downing Street in darkKeir Starmer would have blocked Peter Mandelson from serving as the UK’s ambassador to Washington had he known he failed security vetting, David Lammy has said, as he attempted to shore up the prime minister...

Pippa Crerar Political editor
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Boone: Cole needs 'several more' rehab outings
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ESPN · Sports

Boone: Cole needs 'several more' rehab outings

Yankees ace Gerrit Cole said he had a "solid" rehab outing Friday night, but manager Aaron Boone said the veteran righty will need "several more" before rejoining the big league club.

Jorge Castillo
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Your SOC 2 Audit Will Fail When AI Agents Arrive. Here's the 14-Control Fix.
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DEV Community · Technology

Your SOC 2 Audit Will Fail When AI Agents Arrive. Here's the 14-Control Fix.

SOC 2 was built for a world where humans initiate every privileged action. That world is ending. AI agents are screening sanctions, initiating payments, onboarding merchants, and processing loan repayments -- autonomously. And your SOC 2 auditor is going to ask one question that breaks everything:...

razashariff
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Learning AI Agent Engineering — Day 1: Python Foundations for Agents
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DEV Community · Technology

Learning AI Agent Engineering — Day 1: Python Foundations for Agents

This is part of my journey learning AI Agent Engineering from scratch. I’ll be documenting everything I learn daily. 🧠 Why I Started with Python Today I officially started my journey into AI Agent Engineering. Even though I already have backend development experience, I decided to s...

Nipesh Pant (Docks)
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I Built a Free Vehicle Specs API Because Every Other Option Sucked
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DEV Community · Technology

I Built a Free Vehicle Specs API Because Every Other Option Sucked

I needed vehicle data for a project. Towing capacity, tire sizes, bolt patterns. Simple stuff... What did I find? Paywalls ($450/year for bolt patterns alone?), incomplete datasets, or government APIs missing half the fields I needed. So I built my own. What is 411 API? A free vehicle...

Simon wakelin
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Introducing @accesslint/jest: progressive accessibility testing for Jest
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DEV Community · Technology

Introducing @accesslint/jest: progressive accessibility testing for Jest

This post is for the team rolling out accessibility testing: developer tooling, CI platform, design systems, frontend tooling, or their engineering managers. Enabling accessibility tests on greenfield code is straightforward. On an existing codebase it's harder: the suites typically contain hundreds...

Cameron Cundiff
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Building Systems, Not Just Code
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DEV Community · Technology

Building Systems, Not Just Code

Strong fundamentals don’t just improve code—they shape how systems are built. Working deeply with Core Java sharpened my approach to problem-solving, from designing scalable object models to handling concurrency and failure states with clarity. It’s less about syntax and more about understanding ho...

Chaitanya Kukwas
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