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Scaling laws evolve beyond Chinchilla assumptions · Multi-agent orchestration patterns for production systems · Gemini Ultra vision: benchmark vs. real-world performance · Attention-free transformers challenge the dominant architecture · AI hiring market bifurcates: frontier labs vs. enterprise · Fine-tuning Llama 3 in 2026: the complete guide · Claude extended thinking: mapping the reasoning patterns · RAG pipelines in production: what still breaks in 2026Scaling laws evolve beyond Chinchilla assumptions · Multi-agent orchestration patterns for production systems · Gemini Ultra vision: benchmark vs. real-world performance · Attention-free transformers challenge the dominant architecture · AI hiring market bifurcates: frontier labs vs. enterprise · Fine-tuning Llama 3 in 2026: the complete guide · Claude extended thinking: mapping the reasoning patterns · RAG pipelines in production: what still breaks in 2026

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Tutorials

Hands-on guides for builders. From fine-tuning and prompt engineering to RAG pipelines and deployment — step-by-step tutorials you can follow along with.

2 articles

Fine-Tuning Llama 3 in 2026: The Complete Production Guide

Fine-Tuning Llama 3 in 2026: The Complete Production Guide

A step-by-step guide to fine-tuning Llama 3 for production use — covering dataset preparation, LoRA configuration, evaluation, and the deployment pitfalls most tutorials skip.

Mar 22, 2026·3 min read

RAG in Production 2026: What's Changed, What Still Breaks, and What to Do About It

RAG in Production 2026: What's Changed, What Still Breaks, and What to Do About It

Retrieval-augmented generation has matured, but the failure modes are more subtle than they used to be. This is a complete guide to building RAG systems that actually work.

Mar 18, 2026·3 min read