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Pub (auto-discovered)

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03:53
2026-06-28
pub.towardsai.net
artificial-intelligence

Production RAG Systems — 7 Lessons We Learned the Hard Way

A company running a self-hosted AI business platform since early 2026 shares seven painful lessons from building production RAG systems, including the need for document-type-aware chunking and hybrid …

20:01
2026-06-27
pub.towardsai.net
large-language-models

Fine-Tune Your First LLM: A Guide with PyTorch and Hugging Face

Google's Gemma 3 270M language model can be fine-tuned for structured data extraction using PyTorch and Hugging Face libraries, according to a tutorial that walks beginners through the process of teac…

07:35
2026-06-27
pub.towardsai.net
large-language-models

From Hallucinations to Trust: A Human-in-the-Loop Playbook

A developer built an LLM-based agent to scan code packages for security vulnerabilities, but encountered inconsistency and confident false positives that eroded trust. The article presents a human-in-…

07:35
2026-06-27
pub.towardsai.net
ai-agents

Hermes Agent Doesn’t Learn.

Hermes Agent, an open-source AI agent, has achieved 188,000 GitHub stars and processes 224 billion daily tokens on OpenRouter, making it the fastest-growing open-source agent of 2026, yet its underlyi…

07:31
2026-06-27
pub.towardsai.net
ai-tools

The Local AI Coding Setup Everyone Asked For

A developer details their local AI coding setup, including laptop specs, Ollama configuration, Qwen model, and VS Code workflow, sharing what runs well locally.…

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