77 articles

📰 Dev.to · Alan West

Articles from Dev.to · Alan West · 77 articles · Updated every 3 hours · View all reads

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How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster
Dev.to · Alan West 2d ago
How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster
Learn how CPU offloading, activation checkpointing, and smart memory management enable training 100B+ parameter LLMs on a single GPU.
How to Stop Feeling Lost in Unfamiliar Codebases Using Git
Dev.to · Alan West 2d ago
How to Stop Feeling Lost in Unfamiliar Codebases Using Git
Stop reading code blind. These git commands give you a mental map of any codebase in five minutes — who works on what, where the bugs are, and which files matte
AI-Driven Architecture vs. Human-Led Design: A Practical Comparison
Dev.to · Alan West 3d ago
AI-Driven Architecture vs. Human-Led Design: A Practical Comparison
Comparing AI-driven architecture vs. human-led design decisions, with a practical analytics tool comparison featuring Umami, Plausible, and Fathom.
How to Prepare Your TLS Stack for Post-Quantum Cryptography Today
Dev.to · Alan West 3d ago
How to Prepare Your TLS Stack for Post-Quantum Cryptography Today
Learn how to enable post-quantum hybrid key exchange in your TLS stack today. Practical steps for OpenSSL, Go, and nginx with code examples.
How to Run AI-Assisted Pentesting Locally Without Leaking Client Data
Dev.to · Alan West 3d ago
How to Run AI-Assisted Pentesting Locally Without Leaking Client Data
Learn how to set up a local LLM-powered penetration testing assistant that keeps client data off cloud APIs, with practical setup steps and code examples.
How to Evaluate AI Model Safety Before Deploying to Production
Dev.to · Alan West 3d ago
How to Evaluate AI Model Safety Before Deploying to Production
Learn how to evaluate AI model safety before production deployment using system cards, safety probes, and continuous monitoring.
How to Fix AI-Induced Burnout Before It Tanks Your Dev Career
Dev.to · Alan West 3d ago
How to Fix AI-Induced Burnout Before It Tanks Your Dev Career
A practical guide to diagnosing and fixing the anxiety spiral that AI hype creates for developers, with concrete steps to rebuild confidence.
Why Your Open-Source Dependencies Are a Ticking Time Bomb (And How to Defuse Them)
Dev.to · Alan West 3d ago
Why Your Open-Source Dependencies Are a Ticking Time Bomb (And How to Defuse Them)
Your app relies on hundreds of open-source packages nobody has reviewed. Here's how to audit, scan, and lock down your dependency chain before it bites you.
Blocking AI Crawlers vs. Letting Them In: A Practical Defense Guide
Dev.to · Alan West 4d ago
Blocking AI Crawlers vs. Letting Them In: A Practical Defense Guide
How to detect and block aggressive AI crawlers like Meta's bot, plus comparing Umami, Plausible, and Fathom for privacy-focused traffic monitoring.
How to Debug and Fix WML Errors in Battle for Wesnoth Add-ons
Dev.to · Alan West 4d ago
How to Debug and Fix WML Errors in Battle for Wesnoth Add-ons
A practical guide to debugging WML errors in Battle for Wesnoth add-ons, from enabling log output to fixing silent failures in custom scenarios.
How to Actually Run an LLM on Almost No RAM
Dev.to · Alan West 4d ago
How to Actually Run an LLM on Almost No RAM
Learn how to run LLM inference on extremely memory-constrained hardware using tiny models, aggressive quantization, and minimal runtimes.
How to Stop Your AI Provider From Holding Your App Hostage
Dev.to · Alan West 4d ago
How to Stop Your AI Provider From Holding Your App Hostage
Your AI-powered app shouldn't break when one provider goes down. Here's how to architect provider-agnostic LLM integrations with fallback logic in Python.
Cisco Just Built Zero Trust for AI Agents. Here's Why That Matters.
Dev.to · Alan West 5d ago
Cisco Just Built Zero Trust for AI Agents. Here's Why That Matters.
Cisco unveiled a Zero Trust architecture designed specifically for autonomous AI agents at RSA Conference 2026, addressing the security gap left by traditional
Building a Browser Game Where You Fly Through a Forest (It's Easier Than You Think)
Dev.to · Alan West 5d ago
Building a Browser Game Where You Fly Through a Forest (It's Easier Than You Think)
A Reddit GIF of a bird flying through a forest went viral. Here's how to build a browser game like it using Canvas API and vanilla JavaScript.
Hackers Can Now Root Your Machine Through Your GPU. No, Really.
Dev.to · Alan West 5d ago
Hackers Can Now Root Your Machine Through Your GPU. No, Really.
Two independent research teams disclosed GDDRHammer and GeForge attacks that exploit Rowhammer-style bit flips in GDDR6 GPU memory to break page table isolation
Migrating from Google Analytics to Privacy-First Alternatives in 2026
Dev.to · Alan West 5d ago
Migrating from Google Analytics to Privacy-First Alternatives in 2026
A practical comparison of Umami, Plausible, and Fathom as Google Analytics replacements, with migration steps and honest tradeoffs.
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything
Dev.to · Alan West 5d ago
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything
A step-by-step guide to migrating your LLM pipeline to a new model like Gemma 4 without breaking output parsing, prompts, or production stability.
How to Detect Subscription Creep by Parsing Your Bank Statements with Python
Dev.to · Alan West 5d ago
How to Detect Subscription Creep by Parsing Your Bank Statements with Python
Build a Python script to automatically detect recurring subscription charges from bank statement CSVs and audit your monthly spending.
Why Building a Custom SQLite Query Layer Is Hard (And How AI Changes the Math)
Dev.to · Alan West 5d ago
Why Building a Custom SQLite Query Layer Is Hard (And How AI Changes the Math)
Building custom SQLite tooling is harder than it looks. Here's why SQL parsing is painful, what your options are, and how AI assistants change the effort calcul
Traditional Map Controls vs Hand Gesture Navigation: A Practical Comparison
Dev.to · Alan West 6d ago
Traditional Map Controls vs Hand Gesture Navigation: A Practical Comparison
Comparing traditional map controls with gesture-based hand tracking navigation — when each approach makes sense and how to implement both.