Tutorial & How‑to

Tutorial & How‑to

June 24, 2026

7 min read

How to Build Self-Improving Agents That Actually Get Better Over Time

Many teams building production AI applications quickly realize that single-turn prompting inevitably falls apart when faced with intricate, open-ended tasks. We have spent the…

Alex Genovese

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Tutorial & How‑to

June 23, 2026

7 min read

From Prompting to Loop Engineering: Building Autonomous Agents in VS Code

Stop acting as the feedback mechanism for your AI. Instead of traditional prompting (You → Prompt → Agent → Output → You Fix), design…

Alex Genovese

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Tutorial & How‑to

June 18, 2026

6 min read

AI Coding Pipeline in VS Code: 4-Stage Orchestrated Workflow with Zoo Code and Regolo

Most teams use AI coding agents wrong. They throw a massive prompt at a single LLM, hit the context window limit, and end up…

Alex Genovese

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Tutorial & How‑to

June 18, 2026

12 min read

AutoRound Quantization Guide: From Local GPU to Private API endpoint

Your RTX 4090 just became a 70B-model machine. Intel's AutoRound makes it possible — and this guide shows exactly how to quantize, export to…

Alex Genovese

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Self‑Hosting & DevOps

June 17, 2026

6 min read

Secure Multi-Agent Orchestration for Beginners: CrewAI, AutoGen & MetaGPT

Many teams eagerly wire up a multi-agent framework to automate their workflows and point it at a default US-based API, only to later realize…

Alex Genovese

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Tutorial & How‑to

June 16, 2026

4 min read

n8n, Flowise, and Langflow: Build AI Workflows without Sending Data Outside Europe

Low-code AI orchestration platforms like n8n, Flowise, and Langflow have made it incredibly easy to build complex AI agents. However, for European companies dealing…

Alex Genovese

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Self‑Hosting & DevOps

June 15, 2026

5 min read

Practical RAG with Sensitive Documents on EU Infra (LangChain & LlamaIndex)

Building Retrieval-Augmented Generation (RAG) applications on sensitive documents requires strict control over where data flows. By combining a private vector database for embeddings with…

Alex Genovese

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Self‑Hosting & DevOps

June 11, 2026

18 min read

Build a healthcare assistant with n8n and Regolo: a step-by-step guide

If your agency wants to offer agentic services in healthcare without building from scratch, n8n is the fastest path: a visual orchestrator with a…

Alex Genovese

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Self‑Hosting & DevOps

June 10, 2026

10 min read

3 concrete ways to fix accuracy, hallucinations and bias in your LLM agents

If you ship LLMs and agents into real workflows, you’ve already seen it: the model sounds confident, but dates are wrong, references are made…

Alex Genovese

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Self‑Hosting & DevOps

June 9, 2026

3 min read

Drop-In OpenAI Replacement: Swap base_url to EU-Hosted Regolo

Replacing OpenAI with a European, GDPR-compliant inference provider does not require rewriting your application because we provide an OpenAI-compatible endpoint, you only need to…

Alex Genovese

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Self‑Hosting & DevOps

June 9, 2026

10 min read

DFlash: x3 LLM inference speed – guide and codes

DFlash is a new block-diffusion based speculative decoding technique that speeds up large language model (LLM) inference by predicting multiple tokens in parallel. Unlike…

Alex Genovese

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Tutorial & How‑to

June 8, 2026

7 min read

Context Engineering Tutorial: Build Lightweight, Local AI Agents in Python

This tutorial provides a complete guide to implementing the Context Engineering framework for AI agents: the architecture presented is optimized to prevent context rot, reduce execution…

Alex Genovese

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