📰 Dev.to · Ross Peili
Articles from Dev.to · Ross Peili · 7 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (10399)
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Dev.to · Ross Peili
5d ago
Stop choosing between LLM intelligence and PII compliance
Choosing non-sovereign LLM inference should NOT equal the shortening of PII compliance in...
Dev.to · Ross Peili
5d ago
Why Skillware is the Next Evolution for Autonomous Agents
The AI agent landscape is currently saturated with wrappers and prompt-heavy frameworks that rely...
Dev.to · Ross Peili
1w ago
Top 10 Models You Can Train on Your Laptop in Under an Hour
You don’t need a PhD or an H100 cluster to build something useful. I just mapped out 10 micro-models...
Dev.to · Ross Peili
1w ago
Generate better Synthetic Data for Fine-Tuning with Skillware
One of the biggest hurdles in training local LLMs is data quality. If your training set is 90% AI...
Dev.to · Ross Peili
3w ago
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
Context windows are getting huge, but token budgets are tightening. Every time your agent iterates in...
Dev.to · Ross Peili
1mo ago
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)
Hi everyone! I wanted to share a project I've been polishing to demonstrate how to structure a...
Dev.to · Ross Peili
1mo ago
I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing
I built a Credit Card Fraud Detection System to practice building robust, production-grade Python...
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