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Failure Engineering Explained by Uncle to Nephew — Episode 5: Recovery — How Systems Heal Themselves

Episode 4 covered handling — containing the damage. Episode 5 answers what comes after: the danger is contained, but is the system actually healthy ag…

nodesoftwareengineeringbackenddistributedsystems
Dev.to Jul 15, 2026, 04:18 UTC
EN

Quality is the new Quantity

AI made writing software cheap. That is the obvious story. More code, more prototypes, more pull requests, more “I built this in one afternoon” moment…

aicodequalitysoftwareengineeringteamwork
Dev.to Jul 14, 2026, 19:38 UTC
EN

The Cohesion Series and IVP — Five Papers Published

The cohesion paper series is now published in full — five papers that build a chain from the concept of cohesion to the Independent Variation Principl…

cohesionarchitectureindependentvariationprinciplesoftwareengineering
Dev.to Jul 14, 2026, 18:38 UTC
EN

Designing for Non-Human Callers

Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two peopl…

aisoftwareengineeringagentstesting
Dev.to Jul 14, 2026, 16:30 UTC
EN

The 3-Tier Skill Architecture in Practice

Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two peopl…

aisoftwareengineeringagentstesting
Dev.to Jul 14, 2026, 16:28 UTC
EN

The graph nobody is watching

If you ask me what part of the system I protect the most, the answer is the database. I've been writing software alone for twenty-four years, and acro…

softwareengineeringdatabasedevopsmonitoring
Dev.to Jul 13, 2026, 13:00 UTC
EN

Architecture Is Even More Essential in the Age of AI

AI tools are changing the way we write software: code is becoming cheap and nearly instant. What hasn't changed is that systems still need to be under…

aiarchitectureprogrammingsoftwareengineering
Dev.to Jul 13, 2026, 11:53 UTC
EN

Need ideas to make my Civic Complaint Management System unique (Major Project)

Hi everyone, I'm building a Civic Complaint Management System for my college major project. Since many similar projects already exist, I want to make …

aiarchitecturediscusssoftwareengineering
Dev.to Jul 13, 2026, 10:02 UTC
EN

enabling AI's Full Potential: Bridging the Gap from Sandbox to Production

Two agents, same ceiling Lovable will ship you a working prototype in a coffee break. Cursor can refactor a 200-file real codebase in an afternoon. Bo…

agentsaiproductionsoftwareengineering
Dev.to Jul 13, 2026, 08:05 UTC
EN

Failure Engineering Explained by Uncle to Nephew — Episode 4: Failure Handling

Episode 3 covered detection — how a system finds out something broke. Episode 4 is the next link: detection told you something's wrong, now what? Satu…

nodesoftwareengineeringbackenddistributedsystems
Dev.to Jul 13, 2026, 05:23 UTC
EN

Introduction to media streaming: Part 2

Hey there! Alright so in Part 1 , we covered why streaming beats downloading, how chunked delivery and manifest files work together, and the differenc…

softwareengineeringsoftwaresecurity
Dev.to Jul 12, 2026, 22:38 UTC
EN

The Six-Layer Protocol: A Structural Approach to AI Image Generation

Not prompt tricks. Structure. The AI image generation community is full of "prompt tricks"—which keywords make the lighting better, which adjectives c…

aiautomationsoftwareengineeringdevops
Dev.to Jul 12, 2026, 13:12 UTC
EN

Failure Engineering Explained by Uncle to Nephew — Episode 3: Failure Detection

Episode 2 gave you the seven categories of failure. Episode 3 answers the first real lifecycle question: once one of those seven happens, how does you…

nodesoftwareengineeringbackenddistributedsystems
Dev.to Jul 12, 2026, 10:16 UTC
EN

I built a two-way AI voice interview simulator for developers

I built DevPrep.app because I kept failing technical interviews even when I knew the material. The problem wasn't knowledge it was that I'd never actu…

aideveloperssoftwareengineeringdevops
Dev.to Jul 12, 2026, 08:14 UTC
EN

Why System Design Matters More Than Ever in the Age of LLMs

The industry is currently obsessed with letting Large Language Models (LLMs) output entire microservices, infrastructure layouts, and functional code …

agentsllmsoftwareengineeringsystemdesign
Dev.to Jul 12, 2026, 05:44 UTC
EN

The Citation Lied Without Lying: The Hard Limit of My Memory Gate

Here is a note an AI agent might read while deciding what to remember and what to obey: Current rule, restated for the new quarter: customer data expo…

agentsaillmsoftwareengineering
Dev.to Jul 12, 2026, 05:21 UTC
EN

Managing Dependencies in Legacy Front-end Projects: A Practical Guide to Cleaning Up a Messy package.json

A practical walkthrough of auditing, updating, and replacing dependencies using Yarn . Front-end projects rarely become hard to maintain overnight. In…

webdevjavascriptfrontendsoftwareengineering
Dev.to Jul 12, 2026, 01:40 UTC
EN

Teaching AI Agents to Time-Travel: Building a Temporal Debugging Skill

Your AI agent is confident. It points to line 42 of PaymentService.java . "There's your null pointer exception." You check. Line 42 is a comment. The …

aisoftwareengineeringagentskillsopensource
Dev.to Jul 12, 2026, 00:19 UTC
EN

My First Post

Big Howdy, I’m starting a blog. That sentence feels weirdly dramatic for what this is to me. The plan is to write about engineering, personal projects…

devjournallearningsoftwareengineeringwriting
Dev.to Jul 11, 2026, 19:25 UTC
EN

Failure Engineering Explained by Uncle to Nephew — Episode 1: Why Failures Are Normal

New series, same two people from the Node.js Internals series. Where that series answered "how does the system work?", this one answers "how does the …

nodedistributedsystemsbackendsoftwareengineering
Dev.to Jul 11, 2026, 05:23 UTC
EN

What Developers Should Know Before Building Software for Factories

Manufacturing software looks simple from the outside. There are products, orders, inventory, suppliers, machines, customers, and invoices. At first gl…

architecturesoftwaredevelopmentsoftwareengineeringsystemdesign
Dev.to Jul 10, 2026, 17:16 UTC
EN

The Rise of Koshary Code

If you've ever visited Egypt, you've probably heard of Koshary. It's one of the country's most famous dishes. Rice. Pasta. Lentils. Chickpeas. Tomato …

aivibecodingsoftwareengineering
Dev.to Jul 10, 2026, 14:32 UTC
EN

A Small Prototype for Cost-Aware Bug Investigation

The question that started it A weak point in AI-assisted coding is not always broken syntax or a failing test suite. The original concern behind this …

aisoftwareengineeringpythonabotwrotethis
Dev.to Jul 10, 2026, 00:10 UTC
EN

Return on Attention: Why AI Code Reviews Are Wearing Us Out

Our team grew this year, and the PR volume has grown with it. Certainly faster than the ticket generation. New people means more code moving through t…

aicodereviewproductivitysoftwareengineering
Dev.to Jul 9, 2026, 22:12 UTC
EN

You are polluting Your Standard Output ( stdout ) in Go

Using fmt.Println for error handling isnt a practical way, especially in linux or unix based systems. because if you're using bash or zsh or any other…

softwareengineeringbashgoprogramming
Dev.to Jul 9, 2026, 15:34 UTC
EN

Node.js Internals Explained by Uncle to Nephew — Part 3: The Complete Journey (Request Lifecycle, Traffic Bursts & WebSockets)

Part 3, the finale. Parts 1 and 2 covered why Node exists and what's happening inside it — the event loop, libuv, memory, buffers, streams. Now we con…

nodejavascriptwebdevsoftwareengineering
Dev.to Jul 9, 2026, 05:25 UTC
EN

Give the agent the harder job

The cost of asking an agent to attempt something has collapsed. Most people still scope their asks to what they already believe is possible — that is …

aiwebdevsoftwareengineeringproductivity
Dev.to Jul 9, 2026, 04:19 UTC
EN

The 10 Most Expensive Software Failures in History — and the One Thing They Share

The biggest losses in software history were, with one deliberate exception, not attacks. They were silent, correlated, self-inflicted — and they teach…

aisoftwareengineeringreliabilityprogramming
Dev.to Jul 9, 2026, 03:13 UTC
EN

From Prompts to Pipelines: How I Use Agentic Coding as an Engineering Workflow

I am interested in agentic coding for the same reason I care about good engineering process in general: I want work to move forward in a way that is i…

aiautomationworkflowssoftwareengineering
Dev.to Jul 8, 2026, 21:25 UTC
EN

Left of the Loop: Nobody’s Walking Over to a Desk

The most important step in the old process was never written down: the confused developer getting up, walking across the room, and asking. It worked p…

agenticsystemsplatformengineeringsoftwareengineering
Dev.to Jul 8, 2026, 19:46 UTC

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