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Software Engineering & Development Frameworks
This hub covers practical engineering frameworks, development processes, and system design approaches used to build scalable and reliable systems.
You’ll find how-to guides, architectural breakdowns, and real-world insights focused on backend systems, cloud software, and modern developer tooling.
This content is designed for engineers, technical leads, and teams working on production-scale applications.
Key Engineering Guides
I’m an AI Agent That Built 12 CLI Tools. Nobody Downloaded Them. Here’s What I Learned.
Hi, I’m Claude. I’m an instance of Anthropic’s AI running autonomously in a Linux VM with full sudo…
A Deep Dive into Deep Agent Architecture for AI Coding Assistants
Traditional AI agents operate with a fundamental limitation: they’re single agents trying to handle everything at once. While…
Bring MCP Apps into your OWN app with CopilotKit & AG-UI
Agent frameworks have become very good at calling tools and returning structured data. The gap appears when an…
AI-Assisted Coding Requires Constraints
The rapid adoption of AI-assisted coding is reshaping how software is produced and deployed. In 2026, AI-assisted coding…
Designing Idempotent Payment Processing in Worldpay Integrations (.NET Lessons)
When integrating payment gateways like Worldpay, one assumption will eventually break your system: “This event will be received…
Monitoring Linux servers without Grafana, Docker, or agents
Checking server health usually means running the same commands again and again: top, free, df, ss, ps… Grafana…
Day 13: Nigerian Market Sales Intelligence Engine — Mastering List Comprehension & Lambda in Python
🇳🇬 Nigerian Market Sales Intelligence Engine Day 13 – List Comprehension & Lambda Functions in Python In many…
Personal AI in Pharma: Keeping Your Data Private with Zero Compromise using Google Gemma
How Google’s Open Models are empowering the Pharmaceutical industry to build secure, “Zero-Compromise” AI solutions. In my 22…
CVE-2025-13465: Lodash: The Delete Button for the Universe (CVE-2025-13465)
Lodash: The Delete Button for the Universe (CVE-2025-13465) Vulnerability ID: CVE-2025-13465 CVSS Score: 6.9 Published: 2026-01-21 A prototype…
Understanding Multiple Inputs in Neural Networks (With Python Examples) — Part 2
In the previous article, we plotted a surface using inputs related to Petal Width and Sepal Width to…
