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Building Software with AI

Practical guides, deep dives, and honest takes on AI-assisted development. Written by a developer, for developers.

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// Recent

Latest Posts

Stack of npm packages with a compromised, cracked package leaking corruption in the middle
13 min

TanStack npm Supply Chain Attack: Detect, Fix, and Recover

On May 11, 2026, attackers published 84 malicious versions across 42 @tanstack/* npm packages. Here is how to detect compromise and recover safely.

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security javascript supply-chain tanstack npm ci-cd incident-response
Supply chain attack warning with broken chain links
5 min

LiteLLM Supply Chain Attack: How to Check If You're Affected

Malicious LiteLLM versions were published to PyPI on March 24, 2026. Here's what happened, how to check if you're affected, and what to do.

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security python supply-chain litellm pypi
A developer workspace with AI coding tools
2 min

Getting Started with AI-Assisted Development

A practical guide to using AI coding tools effectively in your development workflow.

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ai-coding-tools productivity
Futuristic developer workspace with AI assistants
6 min

The Next Generation of Developer Tools

How AI-native IDEs, agentic workflows, and autonomous coding are reshaping software development.

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ai-coding-tools productivity ai-agents
Safety system architecture with monitoring dashboard
6 min

Engineering Responsible AI Systems

Practical techniques for building AI systems with bias detection, safety guardrails, and monitoring.

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ai-ethics architecture code-quality
Training loss curve visualization
6 min

Fine-Tuning Models for Your Domain

When and how to fine-tune language models using LoRA, including dataset preparation and evaluation.

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machine-learning tutorials ai-fundamentals
Agent architecture flowchart diagram
6 min

Designing AI Agent Architectures

Patterns for building reliable AI agents with tool use, memory, and multi-step reasoning capabilities.

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ai-agents architecture machine-learning
Server hardware with GPU computing setup
5 min

Running AI Models Locally: A Complete Guide

How to run open-source LLMs on your own hardware using Ollama, llama.cpp, and quantized models.

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ai-fundamentals tutorials self-hosting
Test suite dashboard with AI insights
5 min

AI-Powered Testing: Beyond Unit Tests

How AI transforms software testing with automated test generation, property testing, and intelligent fuzzing.

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testing ai-coding-tools code-quality
Data pipeline architecture diagram
5 min

Building RAG Systems from Scratch

A step-by-step guide to building retrieval-augmented generation systems with vector databases.

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ai-fundamentals machine-learning tutorials
CI/CD pipeline visualization with AI integration
5 min

Automated Code Review with AI

How to integrate AI-powered code review into your CI/CD pipeline for consistent quality checks.

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ai-coding-tools code-quality devops
Code editor with AI prompt patterns
5 min

The Developer's Guide to Prompt Engineering

Practical prompt patterns and techniques for building reliable AI-powered features in production.

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prompt-engineering ai-coding-tools productivity
Abstract neural network visualization
4 min

How Large Language Models Actually Work

A clear explanation of transformer architecture, attention mechanisms, and tokenization for developers.

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ai-fundamentals machine-learning