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software engineeringsoftware engineering
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How to Choose AI Developer Tools That Improve Team Productivity

How to Choose AI Developer Tools That Improve Team Productivity

Stop Buying AI Tools Based on Feature Lists: A Framework for Workflow-Native Evaluation

Nnenna Ndukwe
software architecturesoftware architecture
+2+2
The Great Generative AI Architecture Gap: 8 Critical Patterns We Need to Define Now

The Great Generative AI Architecture Gap: 8 Critical Patterns We Need to Define Now

How the AI industry's breakneck pace is creating massive architecture gaps—and why the next 12 months will determine who owns the infrastructure layer of AI.

Nnenna Ndukwe
Machine LearningMachine Learning
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Securing the ML Pipeline: Why AI/ML Demands a Security Mindset

Securing the ML Pipeline: Why AI/ML Demands a Security Mindset

Why Securing the MLOps Lifecycle Is Non-Negotiable

Nnenna Ndukwe
AIAI
The Double-Edged Sword: The Reward is in the Risks of AI

The Double-Edged Sword: The Reward is in the Risks of AI

How technologists can harness AI’s full potential, safely and responsibly.

Nnenna Ndukwe
software engineeringsoftware engineering
Gen AI Testing is Not Software Testing: Rethinking QA for Intelligent Systems

Gen AI Testing is Not Software Testing: Rethinking QA for Intelligent Systems

Traditional testing won’t cut it. To build intelligent, reliable AI systems, product teams need a new playbook.

Nnenna Ndukwe
software engineeringsoftware engineering
+1+1
AI in Every Commit: The Ultimate Playbook for 50% Faster Delivery and 400% ROI

AI in Every Commit: The Ultimate Playbook for 50% Faster Delivery and 400% ROI

Integrate AI Across Your SDLC to Ship Features Faster, Cut Costs, and Capture 4X ROI

Nnenna Ndukwe
LLMLLM
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The Hidden Risks in the LLM Supply Chain — and What We Can Do About It

The Hidden Risks in the LLM Supply Chain — and What We Can Do About It

From Data to Deployment: Why LLM Supply Chain Security Is the Next DevSecOps Frontier

Nnenna Ndukwe
AIAI
Sentiment Analysis of the Generative AI Community (2025)

Sentiment Analysis of the Generative AI Community (2025)

AI’s Mood Swings: From 10x Productivity Dreams to Burnout, Bubble Talk, and AGI Anxiety

Nnenna Ndukwe
LLMOpsLLMOps
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Explaining LLMOps: a DevOps Perspective

Explaining LLMOps: a DevOps Perspective

LLMOps is often described from an MLOps perspective. Here's an assessment of LLMOps from a DevOps perspective

Nnenna Ndukwe
software architecturesoftware architecture
+2+2
AI vs. Automation: A Pragmatic Guide

AI vs. Automation: A Pragmatic Guide

From Python Scripts to LLMs: Understanding When to Use AI, Automation, or Both in Modern Tech Stacks

Nnenna Ndukwe
AIAI
You Are What You Create: The Human Reflection in AI's Mirror

You Are What You Create: The Human Reflection in AI's Mirror

Why AI Ethics Starts with Human Self-Reflection: Addressing the Root Causes of AI Bias and Misinformation

Nnenna Ndukwe
open sourceopen source
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Democratizing AI: Can Open-Source LLMs Lead to Digital Sovereignty?

Democratizing AI: Can Open-Source LLMs Lead to Digital Sovereignty?

Digital sovereignty in the age of AI, and the crucial role that open-source LLMs could play in achieving it.

Nnenna Ndukwe
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