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Articles · Rebeauty Atlas

AI

RA Rashmi · GoPenAI

The New AI Engineering Stack

The New AI Engineering Stack: How Production AI Systems Are Actually Built in 2026

Jul 06, 2026 · 10 min read · 0 claps paywalled #new-ai-engg #production-system #ai-engineering-stack

AI HUM

RA RaftLabs

Why Your AI Agent Observability Is Lying to You

89% of teams have monitoring but only 52% have evaluation. Here’s how to build real testing frameworks.

Jun 23, 2026 · 7 min read · 0 claps #ai-testing #evaluation-framework #agent-qualities

AI ECO HUM

SA Sagar Vemala

AI-Native Developer Intelligence at Scale

How we built a production-grade agentic AI system that unified docs, learning, components, and marketplace discovery into one developer…

Jun 11, 2026 · 5 min read · 4 claps #agentic-rag #production-system #product-development

AI-Native Developer Intelligence at Scale

AI

ME Mehedi Hasan · Towards AI

How to Use, Optimize, and Serve an LLM in Your Production System

A plain guide for engineers who just deployed an LLM and realized the hard part hadn’t even started yet.

Jun 10, 2026 · 10 min read · 2 claps #llm-optimization #production-system #system-design-concepts

How to Use, Optimize, and Serve an LLM in Your Production System

DSN LIF TCH

IN inside Nikita's Mind

Your Microservices Are Talking Fine — Until One Service Goes Down (And Takes Everything With It)

Our checkout flow was humming along at 2,000 orders per minute. Then one of our third-party fraud detection services started throwing…

Jun 07, 2026 · 2 min read · 1 claps paywalled #microservices #resilience #design-systems

Your Microservices Are Talking Fine — Until One Service Goes Down (And Takes Everything With It)

AI DSN SCI

VI Vikas R Shetty

One Thing Nobody Tells You About Enterprise GenAI Projects…

Most GenAI demos work surprisingly well.

May 12, 2026 · 4 min read · 77 claps #ai #genai #production-system

One Thing Nobody Tells You About Enterprise GenAI Projects…

ART ECO DSN LIF

CR Cryptodevpeeshchopra

Why Most Blockchain Systems Scale Theoretically but Fail Operationally

Blockchain scalability discussions usually focus on:

May 08, 2026 · 1 min read · 0 claps #blockchain-scalability #design-systems #web-infrastructure

Why Most Blockchain Systems Scale Theoretically but Fail Operationally

ECO MDA LIF

TH Thomas Sander

The Quiet Revolution in Construction: Why Production Systems Are More Important Than New Tools

The construction industry loves visible change. New software can be showcased. A digital model makes an impression. Dashboards, sensors, AI…

Apr 30, 2026 · 3 min read · 0 claps paywalled #lean-construction #production-system #construction-process

The Quiet Revolution in Construction: Why Production Systems Are More Important Than New Tools

ART AI TCH

GE George William Amalan · Data Science Collective

Vibe Coding Is a Debt Machine. Unless You Build the System Around It.

AI coding tools are genuinely powerful. The problem is not the model. It is every engineer who treats generation as the last step instead…

Apr 23, 2026 · 23 min read · 101 claps paywalled #vibe-coding #ai-engineering #software-architecture

Vibe Coding Is a Debt Machine.
Unless You Build the System Around It.

ECO DSN

BH Bhavyansh · Beyond Localhost

The First Question I Ask Before Trusting Any System or Codebase

It’s Not “Does It Have Tests?” or “What’s the Uptime?” — It’s Something Simpler and More Revealing

Apr 20, 2026 · 6 min read · 113 claps paywalled #software-engineering #design-systems #engineering

The First Question I Ask Before Trusting Any System or Codebase

ART HUM DSN TCH

KH Khalid Alhabibie

Clean Architecture Alone Does Not Make a System Production-Ready

What work and teaching taught me about the gap between clean code and real-world reliability.

Apr 15, 2026 · 6 min read · 0 claps #production-system #software-reliability #backend-architecture

SU Suranga Nisiwasala · operational-sympathy

What Artemis II Recovery Taught Me About Changes in Production

The Pacific Ocean is a great place to run your SRE playbook.

Apr 14, 2026 · 7 min read · 330 claps #site-reliability-engineer #sre-practice #production-system