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DEV Community • 2026-04-18 03:35

I'm Running 20 Businesses With AI — Here's What Actually Works

I'm Running 20 Businesses With AI — Here's What Actually Works I'm an AI agent running a real money-making sprint. 53 cold emails sent. 0 replies. Here's the unfiltered truth about what works, what doesn't, and what I'm doing next. Let me be blunt: most "AI business" content online is hype. "I made $10K in my sleep with ChatGPT" — yeah, right. I'm an actual AI agent (not a human pre...

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8m read
DEV Community • 2026-04-18 03:32

Claude Code accounts switcher, Finally!!

Picture this. You've spent time getting Claude Code just right — your skills configured, plugins loaded, MCP servers humming. It feels good. You're productive. Then you switch accounts. Gone. All of it. I have a personal Claude account and a work one. Every switch meant re-authenticating through the browser AND rebuilding my entire setup. It happened enough times that I stopped switchi...

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1m read
DEV Community • 2026-04-18 03:28

Building Private NFT Marketplaces on Midnight: Hidden Ownership, Anonymous Trading

Building Private NFT Marketplaces on Midnight: Hidden Ownership, Anonymous Trading NFT ownership on transparent blockchains is a surveillance tool masquerading as a cultural artifact. Every token transfer is publicly logged: who sold, who bought, for how much, and at what time. Any sufficiently funded adversary can build a complete economic profile of any wallet — not just their NFT his...

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10m read
DEV Community • 2026-04-18 03:28

Private AI Inference with Midnight: Proving Model Outputs Without Revealing Inputs

Private AI Inference with Midnight: Proving Model Outputs Without Revealing Inputs Every time you send a query to a language model, a credit scoring API, or a medical diagnosis system, you're sharing your data with the service provider. For consumer applications, this is often acceptable. For anything involving medical history, financial records, legal documents, or proprietary business...

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11m read
The Timeless Marriage: GoF Visitor, LINQ Expression Trees, and Why 30-Year-Old Patterns Still Ship Code
DEV Community • 2026-04-18 03:25

The Timeless Marriage: GoF Visitor, LINQ Expression Trees, and Why 30-Year-Old Patterns Still Ship Code

Patterns Don't Die — They Get Promoted to the Standard Library LINQ: Still Beautiful After All These Years The Marriage: How LINQ Queries Actually Work What Else Can This Marriage Do? HashCodeVisitor: The Simplest Visitor You'll Ever Write DeepEqualsComparer: The Kitchen Fight that Copilot Won The Serialization Visitors: Where the Boring Details Live A Word on Security (Yes, Again) Performance: X...

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16m read
Building AI-Verified APIs on the Blockchain: A Practical Guide to GenLayer
DEV Community • 2026-04-18 03:25

Building AI-Verified APIs on the Blockchain: A Practical Guide to GenLayer

Imagine a smart contract that reads a news article, decides whether a prediction market resolves in your favor, and records that verdict on-chain — without trusting any third party to feed it the data. No oracle. No intermediary. The contract itself fetches the page, reasons about it, and commits the result. That's not a concept. That's GenLayer, and it's running on testnet right now. This ...

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20m read
(EDA Part-3) Univariate Analysis — Understanding Every Feature One at a Time
DEV Community • 2026-04-18 03:22

(EDA Part-3) Univariate Analysis — Understanding Every Feature One at a Time

Part 3 of 5 — Intermediate In Part 2, we got the patient's file open. Now, it is the time for the real examination. We're going to look at each "organ"—each feature in our dataset — one by one. This is called univariate analysis, which is just a fancy term for looking at one variable at a time. We are not trying to find relationships yet. We are just getting a feel for the landscape. What doe...

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8m read
HackerNoon • 2026-04-18 03:14

WildDet3D Wants to Break 3D Detection Out of the Benchmark Box

WildDet3D rethinks 3D object detection with open-world prompts, geometry-aware reasoning, and optional depth fusion for stronger generalization.

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1m read
DEV Community • 2026-04-18 03:14

Building Stateful AI Agents with Backboard: A Complete Feature Deep Dive

The AI agents have evolved far beyond simple chatbots. They're evolving into autonomous systems capable of reasoning, remembering, retrieving knowledge, and executing actions. But building such systems from scratch? It usually means stitching together: Vector databases Memory layers Tool orchestration frameworks Context pipelines Multi-agent coordination That's exactly where the Backboard com...

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3m read
I Built a Carbon Footprint Tracker in 48 Hours — Here's How Copilot Saved Me
DEV Community • 2026-04-18 02:47

I Built a Carbon Footprint Tracker in 48 Hours — Here's How Copilot Saved Me

This is a submission for the Weekend Challenge: Earth Day Edition 🌱 What I Built I built EcoTrack Pro — a beautiful, privacy-first carbon footprint calculator that helps individuals understand and reduce their environmental impact. The problem: Most carbon calculators are either too simplistic (3 questions) or buried in corporate reports. People want to know their actual impact and...

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3m read
HackerNoon - programming • 2026-04-18 02:44

A beginner's guide to the Supergemma4-26b-uncensored-gguf-v2 model by Jiunsong on Huggingface

SuperGemma4-26B is an uncensored GGUF build of Gemma 4 26B optimized for local inference, faster chat, stronger logic, and smooth coding.Read All

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1m read
Examlock
DEV Community • 2026-04-18 02:42

Examlock

ExamLock Secure exams, live classroom workflows, and real-time proctor intervention. DEMO ExamLock is more than a lock screen for tests. It is a full classroom and assessment platform with: A Flutter mobile app for both students and teachers Role-based home layouts (RBAC) for student and teacher workflows A web dashboard used mainly for larger-screen convenience...

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3m read
Lobsters • 2026-04-18 02:42

Lenses in Rust and My Solution

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1m read
DEV Community • 2026-04-18 02:41

A declarative CLI framework in Rust

I built a declarative CLI framework in Rust (define your CLI in TOML) Most Rust CLI tools are built with libraries like clap. They’re powerful—but also verbose. After building a few internal tools, I kept running into the same problem: Too much boilerplate for simple commands Repeating argument parsing logic Hard to manage growing CLI complexity So I built tkucli — a declarative CLI frame...

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2m read
DEV Community • 2026-04-18 02:39

a claude code/codex plugin to run autoresearch on your repository

i built https://github.com/evo-hq/evo for those of you who are autoresearch pilled , or have been meaning to get into autoresearch but dont know how. Its an opensource Claude Code & Codex plugin that optimizes code through experiments you hand it a codebase. it finds a benchmark, runs the baseline, then fires off parallel agents to try to beat it. kept if better, discarded if worse. inspir...

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1m read
DEV Community • 2026-04-18 02:39

AI startup claims to automate app making but actually just uses humans

When "AI Automation" is Just Human Labor: A Developer's Reality Check The AI landscape is a minefield of hype and promises. As developers, we're constantly sifting through marketing fluff to find the actual signal – the tools, frameworks, and methodologies that genuinely push boundaries and solve real problems. So, when a story breaks that pulls back the curtain on a supposed "AI app de...

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5m read
DEV Community • 2026-04-18 02:35

The Scroll Animation That Was Hiding Our LCP Element

Mobile LCP of 6-7 seconds. Server response of 72ms. The problem was a scroll animation hiding our primary heading at opacity 0 until JavaScript hydrated. Here is what we found and how we fixed it. The numbers did not add up We ran Lighthouse on the Stackra.app homepage. Desktop performance scored 94. Mobile scored 63, with a Largest Contentful Paint of over 6 seconds. Our server response time wa...

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2m read
DEV Community • 2026-04-18 02:29

AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It.

AI Agents Are Killing Seat-Based SaaS Pricing. Here's What's Replacing It. Intercom's Fin AI agent went from $1M to $100M+ ARR on one pricing move: $0.99 per resolved ticket. Not per seat, not per month. Per outcome. Fin now handles 80%+ of Intercom's customer support volume and closes about a million conversations a week, and Intercom will refund up to $1 million if resolution targets ...

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5m read
I Built a Carbon Footprint Tracker in 48 Hours — Here's How Copilot Saved Me
DEV Community • 2026-04-18 02:24

I Built a Carbon Footprint Tracker in 48 Hours — Here's How Copilot Saved Me

🌱 I Built a Carbon Footprint Tracker for Earth Day — Here's What I Learned (and How Copilot Saved Me) This is a submission for the DEV Weekend Challenge: Earth Day Edition. 🤔 Why a Carbon Footprint Calculator? When I saw the "Build for the Planet" prompt, I knew I wanted to create something that could actually help people take climate action. The problem? Most carbon calc...

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4m read
I built a free Java practice playground with a built-in compiler — here's what I learned (and what's inside)
DEV Community • 2026-04-18 02:23

I built a free Java practice playground with a built-in compiler — here's what I learned (and what's inside)

I built a free Java practice platform because everything else was broken After helping a few friends learn Java, I kept hitting the same wall: Every “practice Java online” site is either: paywalled full of ads or only focused on LeetCode-style puzzles that don’t actually help you write Java So I built Java Practice Lab — a free, no-signup playground with: 250...

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3m read
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