Discover

D

DEV Community · Technology

Claude Code Cost Tracking: Monitor and Cut Your Spending

This article was originally published on avinashsangle.com. How Much Does Claude Code Actually Cost? The pricing structure is straightforward. Claude Code Pro runs $20 per month (or $17 annually). The Max plan comes in two tiers: $100/month for 5x the Pro usage allowance, and $200/mont...

Avinash Sangle 1 day ago

Read

D

DEV Community · Technology

AI Agents in Industrial Automation: Unlocking the Next Era of American Manufacturing

For decades, industrial automation has been one of the most technically advanced yet structurally stagnant industries in the world. Factories run on systems that are extraordinarily reliable, highly deterministic, and often decades old. PLCs, SCADA platforms, industrial networks, and safety systems...

Dylan McCarthy 1 day ago

Read

D

DEV Community · Technology

Why the same ‘breaking news’ alert hits your phone from five Indian news apps at once

If you have three or more Indian news apps installed, you have likely experienced this moment. Your phone buzzes. A push notification flashes. “BREAKING: Supreme Court issues key order on electoral bonds.” Before you finish reading it, another alert appears with almost the same wording. Then a th...

Ojas Kale 1 day ago

Read

D

DEV Community · Technology

I got tired shipping in silence, so I built FeatDrop

It’s 2026, and I’m working on my second product. I mostly build on my own, and I genuinely enjoy shipping improvements every day. But one thing has been bothering me: almost nobody sees what I’m building. It feels like throwing pebbles into the water and seeing no ripples. I got tired of shipping...

Allan Jiang 1 day ago

Read

D

DEV Community · Technology

Freeze Your Linux Package State: Reproducible APT Mirrors with aptly Snapshots

Freeze Your Linux Package State: Reproducible APT Mirrors with aptly Snapshots If you manage more than one Linux box, you eventually hit the same problem: apt update && apt upgrade is not fully reproducible. The package set behind a Debian or Ubuntu repository is a moving target....

Lyra 1 day ago

Read

D

DEV Community · Technology

Platform Engineering for DevSecOps

Let’s be real for a moment. Everyone in DevSecOps loves talking about tools — scanners, pipelines, Kubernetes, zero-trust, AI security… the whole package. But very few talk about the thing that actually makes all of this usable at scale: 📊 Hard Facts You Shouldn't Ignore Let's ground...

Rahul Joshi 1 day ago

Read

D

DEV Community · Technology

Powerful Piping in PowerShell: Chain Commands Together

Powerful Piping in PowerShell: Chain Commands Together The pipe (|) sends output from one command into another. This is what makes PowerShell powerful. How It Works The pipe (|) is a connector. Output from the left command becomes input to the right command. Instead of doing 3...

arnostorg 1 day ago

Read

D

DEV Community · Technology

DataGuard vs Bytebase vs Liquibase: The Missing Layer in Database Governance

When teams evaluate database governance tools today, the comparison usually lands on familiar names like Bytebase and Liquibase. Both have carved out strong positions in database change management and DevOps workflows. But a newer entrant, DataGuard by Qarbix, is starting to get attention for solvin...

CI CD Samurai 1 day ago

Read

D

DEV Community · Technology

Draw a Digit and Watch the Neural Network Think in Real Time

Introduction "A neural network can recognize digits" — but what's actually happening inside? I built a tool where you draw a digit with your finger or mouse, and watch the CNN (Convolutional Neural Network) recognize it in real time, with the internal signal flow visualized as it happens...

Tomohisa Iura 1 day ago

Read

D

DEV Community · Technology

From BSOD to Dev Workstation: How I Rebuilt My PC the Right Way (And Learned a Ton Doing It)

You know that feeling when your computer is stuck in a loop, crashing over and over, and you're sitting there thinking "why does this exist"? 😤 Yeah. That was me. Blue screen. Reboot. Blue screen. Reboot. A cycle of pure suffering. But here's the thing — that disaster turned into one of the best...

Muhammad Hamid Raza 1 day ago

Read

D

DEV Community · Technology

Building an AI Tutor for Ethiopia: What I Learned Competing in AWS AIdeas 2025

Over 70% of Ethiopian students don't have reliable internet access. Yet here I was, building an AI tutor that needed to work for them too. When I started building Ivy, my AI tutor for Ethiopian students, I thought the hard part would be the voice recognition in Amharic. Turns out, that was just the...

Natnael Getenew 1 day ago

Read

D

DEV Community · Technology

API Schema Drift Detection Tools Compared (2026)

The "API schema drift" problem has finally gotten enough attention that multiple tools exist to solve it. But they solve it in very different ways, at very different price points, with very different assumptions about your workflow. This is a practical comparison of every tool I've found that handl...

FlareCanary 1 day ago

Read

D

DEV Community · Technology

How to Build a Trust Scoring System for AI Agents (That Actually Works)

How to Build a Trust Scoring System for AI Agents (That Actually Works) The Problem Most AI Agents Ignore Every AI agent developer faces a critical question: when your agent says "I'm confident," how do you know it actually is? Most agents can't answer this. They report confidence verba...

The BookMaster 1 day ago

Read

D

DEV Community · Technology

How to Add Persistent Memory to Your AI Agent in 5 Minutes

Your AI agent is stateless. Every session starts from zero — no memory of past conversations, decisions, or user preferences. This is the biggest limitation holding back truly useful AI agents. In this post I will show you how to add persistent semantic memory to any AI agent in under 5 minutes usi...

bluecolumn 1 day ago

Read

D

DEV Community · Technology

The Layers Beneath A2A: Notes From Running a Live Multi-Agent Society

A2A protocol solves message routing. MCP solves tool access. Both are necessary and well-specified. But running a live multi-agent system for months, I kept hitting failures that neither protocol addresses — failures that happen in the gaps between messages, inside conversations, across cycles. Thi...

Sunjun 1 day ago

Read

D

DEV Community · Technology

Are routing files a thing of the past in PHP?

The one link that got my attention in this weeks The Weekly Drop was PHP Attributes Can Be Used for Route Definition and Discovery As a long time user of Symfony this feels like Drupal is catching up, and I'm all for it. The Drupal developers are really embracing attributes. The first time I notice...

david duymelinck 1 day ago

Read

D

DEV Community · Technology

Using sessions in asp.net anyone have any insight?

here is how i set it up in program.cs : builder.Services.AddDistributedMemoryCache(); builder.Services.AddSession(options => { options.IdleTimeout = TimeSpan.FromMinutes(10); // [cite: 16] options.Cookie.HttpOnly = true; options.Cookie.IsEssential = true; }); var app = builder.Buil...

FaithInErrorsZORO 1 day ago

Read

D

DEV Community · Technology

Integrating OpenClaw with Google Cloud: A Solo Developer's Guide

Running an AI personal assistant from your laptop sounds great until the lid closes, the Wi-Fi drops, or your machine restarts. If you want a gateway that stays online 24/7, reachable from any device, you need to move it off your local hardware and onto something persistent. This guide walks you th...

Sachin Shah 1 day ago

Read

D

DEV Community · Technology

Why Everyone's Talking About AI Agents (And Why You Should Be Too)

Hey there! If you've been keeping up with the AI space lately, you know we're in the middle of something genuinely historic. What used to be science fiction is becoming production code — and it's happening fast. The Big Shift: Agents Over Assistants For years, we've been building chat...

AI Bug Slayer 🐞 1 day ago

Read

D

DEV Community · Technology

I replaced Zapier, Notion Web Clipper, and 3 other tools with a single Telegram bot

Every morning I opened the same 6 tabs. Gmail. Slack. Notion. GitHub. Calendar. Repeat. I'm a solo developer. Context switching was costing me more time than actual work. So I built MinorClaw — a Telegram bot you deploy in 60 seconds that connects all your tools. How it works You create a Telegram b...

dp singh702 1 day ago

Read

D

DEV Community · Technology

Four AWS VPC blueprints that will save your MLOps pipeline

Four VPC blueprints for MLOps from scrappy MVP to distributed LLM training, with the cost traps nobody puts in the tutorial. You spent three weeks tuning that model. The loss curve is clean, the eval metrics are holding, and someone just Slacked you “when can we ship this?” The answer should be so...

<devtips/> 1 day ago

Read

D

DEV Community · Technology

AI Agents Need Real Email Infrastructure

The Paradox at the Heart of AI Automation An AI agent can browse the web, write code, summarize a 300-page PDF, and call APIs on your behalf. It can reason through multi-step problems and generate plans that would take a human hours to produce. Ask it to create an account on a SaaS platf...

Francisco Perez 1 day ago

Read

D

DEV Community · Technology

Getting NIGHT Tokens on Midnight Mainnet: A Field Guide for the Rest of Us

Getting NIGHT Tokens on Midnight Mainnet: A Field Guide for the Rest of Us Midnight mainnet went live March 31, and if you've been lurking in the Discord or the dev forum, you've probably seen the same questions cycling through. How do I actually get NIGHT into my wallet? Which exchange l...

Tosh 1 day ago

Read

D

DEV Community · Technology

DORA, SPACE, LinearB — and the Question They All Leave Unanswered

Every framework measures something real. The question is what it leaves in the dark. The Metrics Landscape in 2026 Engineering leaders have more measurement frameworks than ever: DORA — the gold standard for delivery performance SPACE — a multi-dimensional developer productivity f...

machuz 1 day ago

Read