Two AI agents need one live memory file
Problem Parallel AI coding feels magical until both agents start maintaining their own version of reality. One agent remembers a rule from chat histor…
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Best Daily Study Routine for AWS AIF-C01 Exam Preparation
Preparing for the AWS Certified AI Practitioner (AIF-C01) exam isn’t about long study hours—it’s about consistent, structured execution. Most candidat…
Day 1 of 60 — Learning AI Integration in Public
I'm a student learning AI integration and automation by building one real workflow every day for 60 days. Everything gets documented and pushed to Git…
I built 14,000 lines of code before talking to a single user. Here's what I learned.
10 weeks ago I was convinced I was building something nobody else had. The idea: a GitHub App that reads every changed Python function in a PR, infers…
Part 1: One Spec To Rule Them All
One Spec to rule them all, one Spec to find them, one Spec to bring them all, and in the darkness bind them. This is the first post in a series about …
Best Python Course 2026: How to Choose (and Win)
If you’re googling best python course 2026 , you’re not alone—and the timing makes sense. Python is still the default language for automation, data wo…
Why Psychology Became the Real Edge in My Trading Journey
The Market Was Never the Enemy. It Was Me. Most people believe trading is a purely technical skill—something that can be mastered through indicators, …
GitHub Suspended Me. Turns Out, That Was Fine
Okay so I've been putting off writing this post for weeks because honestly I wasn't sure how much I wanted to share. But enough people have asked what…
Leadership Micro Katas
About twenty years ago, I broke production. I was a young developer, the rollback was slow, and for a few hours, I was sure the company would close be…
[Rust Guide] 10.2. Generics
If you find this helpful, please like, bookmark, and follow. To keep learning along, follow this series. 10.2.1 What Are Generics The main purpose of …
🚀 LearnArc — Pay-Per-Use AI Learning Platform
In this hackathon, we built LearnArc, an AI-powered education platform designed to make learning more flexible, affordable, and accessible — especiall…
Am I on the right track? My self-taught journey with React & TanStack
Hi Dev Community! 👋 I’m currently pushing myself through a rigorous journey to become a Full-stack Developer. I wanted to share my current learning wo…
Keeping You in the Driver's Seat and AI as the Copilot
Last week I attended NDC Sydney, a large global tech conference aimed at software developers. The vibe at the conference was excitement and the AI tal…
GraphQL vs REST - Which One Should You Really Use?
For years, REST APIs have been the standard. Then GraphQL came in with promises like: “Fetch exactly what you need” “Reduce API calls” “More flexible …
[Rust Guide] 9.4. When Should You Use Panic!
If you find this helpful, please like, bookmark, and follow. To keep learning along, follow this series. 9.4.1 General Principles Chapter 9.1, “Unreco…
[Rust Guide] 9.3. Result Enum and Recoverable Errors Pt. 2 - Error Propagation, Question Mark Operator, and Chained Calls
If you find this helpful, please like, bookmark, and follow. To keep learning along, follow this series. 9.3.1 Propagating Errors When a function you …
Setting Up Your First Azure Storage Account
Introduction Starting with Azure can feel overwhelming. There are so many options, settings, and configurations that it's hard to know where to begin.…
Stdout vs stderr vs stdin
One of the most useful Linux concepts for beginners is understanding the 3 standard streams: · stdin for input · stdout for normal output · stderr for…
Help me with DSA... PLEASE
I know this sounds stupid but... HELP ME WITH DSA I am a student of computer engineering and starting to learn DSA. I am more into project stuffs. I l…
Refactoring My Life: How I Escaped a Broken Environment to Find the Terminal
Some say code is a sanctuary for programmers. For me, that isn't a metaphor—it was my survival protocol for the first 18 years of my life. 1. Namespac…
How I Applied Feng Shui Principles to Improve My Workspace (A Practical Experiment)
When people hear “Feng Shui,” they often think of something mystical or abstract. As a developer, I was curious: Can these ideas be translated into a …
Matrix Multiplication: Transforming Data Into Meaning
Here is something most AI tutorials hide from you. A neural network layer is matrix multiplication. Not kind of. Not metaphorically. When your network…
The Dot Product: How AI Measures Similarity
Two users on a music app. User A listens to jazz, blues, and soul. User B listens to jazz, blues, and R&B. How similar are they? You could eyeball…
What Being a Field Tech Taught Me About Real-World Networking
I started working in IT at 15, but it wasn’t until I turned 16 that I really came to understand what “networking” meant beyond diagrams and certificat…
Beyond the Chatbot: Why Sovereign AI is the Only Path to Exponential Education
For years, the promise of 'EdTech' was a tired treadmill of digitised textbooks and multiple-choice quizzes. We were promised a revolution, but we wer…
🚀 Weekly Progress: Building My MERN + Microservices Pizza App (Learning in Public)
This week was all about connecting the system, enforcing code quality, and pushing myself to build like a real engineer — not a tutorial follower. 🔧 W…
What 3 Months of Studying My Own Thinking Taught Me (And Why You Should Care)
Tags: #productivity #career #learning #beginners #devops Let me ask you something honestly. When was the last time you changed your mind — not because…
Bringing Java Closer to Education: A Community-Driven Initiative
Story Horse? Java has long been one of the most powerful, stable, and widely-used programming languages in the world. Yet when it comes to education, …
We Built an AI Comic Generator in 3 Sprints — Here's What Actually Worked
We Built an AI Comic Generator in 3 Sprints — Here's What Actually Worked A month ago, my project partner Qingyang and I set out to build something th…
How I Started Thinking in SQL (Not Just Writing Queries)
When I first started learning SQL, everything felt mechanical. Write a query. Run it. Get results. But something was missing. I wasn’t really understa…