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From Rust Fuzzing to AI Agents: Building Secure, Memory-Aware Software in the Age of Autonomous Development

Originally published on tamiz.pro . The landscape of software development is undergoing a tectonic shift. For decades, memory safety and security have…

aimachinelearningrust
Dev.to Jul 28, 2026, 00:01 UTC
EN

Optimizing LLM Context Windows: Implementing Lossless Compression Strategies for RAG Agents

Originally published on tamiz.pro . The context window is the single most expensive bottleneck in modern Retrieval-Augmented Generation (RAG) architec…

aimachinelearningoptimizing
Dev.to Jul 28, 2026, 00:00 UTC
EN

AI Changes the Tools, Not the Fundamentals

This may sound counterintuitive, but in the era of AI, less is more. AI can help anyone write code faster, but it can't replace an understanding of ho…

devopslearningsoftwareengineering
Dev.to Jul 27, 2026, 20:49 UTC
EN

Managing Monorepos at Scale: Lessons from Meta, AWS, and a 15-Repo Migration

Early in my career, I thought polyrepos were the way. Microservices, each in their own repo, independently deployable — it felt clean and modern. Then…

devopsarchitecturesoftwarelearning
Dev.to Jul 27, 2026, 19:50 UTC
EN

Python: Mutable, Immutable... Everything is an Object!

Introduction In most programming languages you learn early on to separate values from variables : a variable is a labelled box, and you drop a value i…

beginnerslearningprogrammingpython
Dev.to Jul 27, 2026, 16:40 UTC
EN

Knowing What’s Under the Hood Helps

I’m not a car guy. I can drive them, but I don’t know the first thing about fixing them, and not much about maintaining them. My son, on the other han…

learningmonitoringsrewriting
Dev.to Jul 27, 2026, 14:00 UTC
EN

var vs let | let vs const

This post covers concepts related to the use of var , let and const keywords in ES6. We will compare based on the below various properties like scope …

javascriptlearningprogramming
Dev.to Jul 27, 2026, 11:05 UTC
EN

Docker: Packaging Applications with Their Dependencies

Docker: Packaging Applications with Their Dependencies A practical guide to Docker — the container platform that packages an application together with…

dockercontainersprogramminglearning
Dev.to Jul 26, 2026, 10:40 UTC
EN

ChronoWeave: The Documentary

From Framework User to Framework Understander — A 4-Month Journey Through Gradient Descent, Transformers, and the Physics of History "Every timeline y…

learningmachinelearningprogrammingtutorial
Dev.to Jul 26, 2026, 06:53 UTC
EN

Your Certificate Folder Is Not a Portfolio (Collect Evidence Instead)

Confession: I used to be a certificate collector. Course completed — screenshot. Webinar attended — badge. Another PDF into the folder called "Career"…

careerbeginnerslearningdiscuss
Dev.to Jul 25, 2026, 18:29 UTC
EN

Stop Saying "Just Use Redis": A Key-Value Store Cheat Sheet for System Design Interviews

We’ve all been there. You sketch out a flawless high-level architecture on the whiteboard, and the interviewer leans in: “ Alright, what database are …

programmingarchitecturedatabaselearning
Dev.to Jul 25, 2026, 02:21 UTC
EN

My Solo Dive into the world of Atomic Red Team Testing

Introduction 1.1 "Teaser" overview In this project, I took a personal journey, with the guidance and support of my instructors and people very dear to…

cybersecuritylearningsecuritytesting
Dev.to Jul 24, 2026, 10:54 UTC
EN

Debugging a Broken Ingress Setup: A Step-by-Step Walkthrough

This post documents a real debugging session that started with a simple symptom — example.com wouldn't load — and ended up uncovering several separate…

learningkubernetesdevopscloud
Dev.to Jul 24, 2026, 10:05 UTC
EN

How to get started with Web Accessibility in 2026

Pretty much exactly four years ago, I shared an article about 5 places to get started with Web Accessibility - and while much of that still holds, the…

webdeva11ybeginnerslearning
Dev.to Jul 24, 2026, 08:01 UTC
EN

Azure Management Tasks Part 1: How to Prepare Your Environment.

What is Azure Management? Azure management refers to the tasks and processes required to maintain your business applications and the resources that su…

azurecloudlearningdevops
Dev.to Jul 24, 2026, 04:45 UTC
EN

The World's Oldest Communication Protocol Is Music

This is going to be a very different article from what I usually write. No technical discussions, architecture deep dives, or engineering practices to…

musicdistributedsystemsproductivitylearning
Dev.to Jul 24, 2026, 03:52 UTC
EN

AMD Advancing AI 2026: Software, Hardware & Framework, Unified

Where Chris Lattner calls AI "mid" and George Hotz wants to knock a trillion dollars of value off of NVIDIA with tinygrad. Preamble IMHO: AMD's Advanc…

ailearningbuildinpublicdiscuss
Dev.to Jul 23, 2026, 22:46 UTC
EN

Database Migrations: Managing Schema Changes as Version-Controlled Code

Database Migrations: Managing Schema Changes as Version-Controlled Code A practical guide to database migrations — the discipline of evolving a databa…

databaseprogramminglearning
Dev.to Jul 23, 2026, 15:03 UTC
EN

Cybersecurity Beginner's Dilemma: Navigating Specialized Areas and Next Steps for Focused Learning

Introduction: Strategic Entry into Cybersecurity The cybersecurity domain operates as a dynamically evolving ecosystem, characterized by the rapid eme…

cybersecuritycloudlearningspecialization
Dev.to Jul 22, 2026, 18:23 UTC
EN

From machining to machine learning: an unconventional path into software

I was fifteen when I first stood in front of a CNC machine at Senai. Not a keyboard. Not a screen. A machine that cut metal down to the tenth of a mil…

careerlearningmachinelearningprogramming
Dev.to Jul 22, 2026, 13:00 UTC
EN

From Variables to Closures

🚀 JavaScript Fundamentals (Week-03): Understanding the Concepts That Every Developer Should Know "Writing JavaScript code is one thing, but understand…

beginnersjavascriptlearningprogramming
Dev.to Jul 22, 2026, 06:03 UTC
EN

Can a Non-Coder Become a Coder Just With AI?

My company decided to lean into AI — to let people who had never written code build real software with it. I thought that was the right call, and I st…

aibeginnerslearningprogramming
Dev.to Jul 20, 2026, 10:00 UTC
EN

Brain Science: Friday, July 17

Brain Science Friday: What Neuroscience Actually Says About How You Should Be Studying Right Now Here's a fact that should change everything about how…

mentalhealtheducationsciencelearning
Dev.to Jul 19, 2026, 17:47 UTC
EN

Cosmos DB and MongoDB: NoSQL Databases for Flexible Schemas and Scale

Cosmos DB and MongoDB: NoSQL Databases for Flexible Schemas and Scale A practical guide to two of the most widely used NoSQL databases — Azure Cosmos …

cosmosdbmongodbprogramminglearning
Dev.to Jul 19, 2026, 13:53 UTC
EN

Linux File Permissions & Ownership Explained for SOC Analysts (Day 10— Linux Phase)

Introduction Linux is the backbone of modern infrastructure. From cloud servers and firewalls to SIEM platforms and security tools, Linux runs silentl…

linuxnetworkingcybersecuritylearning
Dev.to Jul 19, 2026, 12:48 UTC
EN

The Best Free Code Editor for Beginners in 2026

Last month, I had a simple goal: find the best free online code editor for beginners learning web development. I spent two weeks testing CodePen, JSFi…

webdevprogrammingproductivitylearning
Dev.to Jul 18, 2026, 13:45 UTC
EN

Why Intellectual Property Matters to Software Engineers: Key Takeaways from Zone01 Kisumu

As developers, we spend most of our time thinking about runtime complexity, clean architecture, and system scalability. But there is a parallel track …

careerlearningsoftwareengineering
Dev.to Jul 18, 2026, 12:01 UTC
EN

Is Typescript worth it?

Is TypeScript Really Worth Learning? When I first started learning TypeScript, I honestly didn't understand the hype. I thought: "If I'm the one writi…

typescriptjavascriptlearningprogramming
Dev.to Jul 18, 2026, 01:16 UTC
EN

Your AI agent checked its queue, found nothing, and went back to sleep. The queue was full.

Postgres Row-Level Security doesn't raise an error when it blocks you. It returns zero rows. Your query succeeds. Your agent sees an empty queue. Your…

programmingcodingwebdevlearning
Dev.to Jul 17, 2026, 14:00 UTC
EN

Grok Walks Off With Your Repo? When the "Smartest Assistant" Becomes the Most Dangerous Tool

July 2026. The trust in AI coding tools is collapsing in unison. xAI's Grok Build silently bundles your entire codebase and uploads it to Google Cloud…

aiwebdevcareerlearning
Dev.to Jul 17, 2026, 06:04 UTC

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