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Deploying Autonomous AI Agents in Production: A 2-Week Playbook
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DEV Community · Technology

Deploying Autonomous AI Agents in Production: A 2-Week Playbook

Most teams quote 3-6 months to deploy production AI agents. We've done it in 2 weeks. Repeatedly. Not demos. Not hackathon toys. Agents that handle real tickets, call real tools, pass real evals, and don't set the observability dashboard on fire at 2 AM. The difference isn't some secret framework....

Hemang Joshi
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The 4 Mistakes That Kill 80% of Enterprise AI Projects
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DEV Community · Technology

The 4 Mistakes That Kill 80% of Enterprise AI Projects

What three years of auditing enterprise LLM deployments taught me about why most of them fail before they ship — and how to reverse the damage. I've audited more than 40 enterprise AI projects over the past three years. Fortune 500 banks. Mid-market logistics firms. Insurance carriers with billion-...

Hemang Joshi
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Mastering Cloud Policy & Governance with Terraform
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DEV Community · Technology

Mastering Cloud Policy & Governance with Terraform

Building Secure & Compliant Cloud Infrastructure with IaC 🚀 As part of my 30 Days of AWS Terraform challenge, Day 21 marked a major shift in perspective — from simply provisioning infrastructure to governing and securing it at scale. Today’s focus was on AWS Policy and Governance us...

Atul Vishwakarma
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AI-900 vs AI-102: Which Azure AI Certification is Right for You?
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DEV Community · Technology

AI-900 vs AI-102: Which Azure AI Certification is Right for You?

The Azure AI ecosystem is expanding at a relentless pace, and with it comes a familiar dilemma: where do you start, and how deep do you go? Within the Microsoft certification landscape, two credentials dominate the conversation— Microsoft Azure AI Fundamentals (AI-900) and Microsoft Azure AI Enginee...

Datta Kharad
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Core Techniques for Alert Noise Reduction: How to Cut Through the Chaos
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DEV Community · Technology

Core Techniques for Alert Noise Reduction: How to Cut Through the Chaos

Your team gets pinged at 2 AM. Again. Another alert fires. Someone scrambles to investigate — only to find it's a duplicate, a false positive, or a threshold crossed for half a second before recovering on its own. Sound familiar? If your monitoring system generates more noise than insight, you're n...

Joy Anderson
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Claude Code VSCode Extension 60s Timeout: It Wasn't the MCPs
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DEV Community · Technology

Claude Code VSCode Extension 60s Timeout: It Wasn't the MCPs

Claude Code VSCode Extension 60s Timeout: It Wasn't the MCPs The Symptom Every time I opened VSCode with the Claude Code extension (claude-vscode 2.1.112), I'd get: Error: Subprocess initialization did not complete within 60000ms — check authentication and network connectivi...

kanta13jp1
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Strong Customer Authentication (SCA) in Swift
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DEV Community · Technology

Strong Customer Authentication (SCA) in Swift

Strong Customer Authentication, or SCA, is a multi-factor authentication method that protects sensitive actions inside apps such as — logging in, viewing sensitive data, changing settings, transferring money, anything worth guarding really. It came out of the EU, but it's spread far enough that you'...

Luka Gujejiani
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How Databases Lock Your Data (ACID)
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DEV Community · Technology

How Databases Lock Your Data (ACID)

https://www.youtube.com/watch?v=wIa-zbRqqIg Two bank transfers hit at the same millisecond. Both read your balance as $1,000. Both subtract $500. You should have $0 left. But the database says $500. Your bank just created money out of thin air. This is the lost update problem, and it's the reason...

Neural Download
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What Is an MCP Agent? How AI Models Drive MCP Tools in Real Time
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DEV Community · Technology

What Is an MCP Agent? How AI Models Drive MCP Tools in Real Time

TL;DR An MCP agent is an AI model that calls your MCP server's tools in a loop to answer a question or complete a task Instead of you picking which tool to call, the AI decides based on a natural language prompt Each "step" = model picks a tool → executes it → reads the result → decides what to d...

Rupa Tiwari
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Claude Code Cost Tracking: Monitor and Cut Your Spending
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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
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I got tired shipping in silence, so I built FeatDrop
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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
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Platform Engineering for DevSecOps
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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
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Powerful Piping in PowerShell: Chain Commands Together
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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
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