Regolo Labs | Accessible & Sovereign European AI

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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Benchmarks & Cost Optimization

June 5, 2026

5 min read

MiniMax vs DeepSeek: 2-tier benchmark comparison for AI agents (2026)

Choosing between MiniMax and DeepSeek is not a single decision — it depends on which size tier you are operating in. This article organizes…

Alex Genovese

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Self‑Hosting & DevOps

June 4, 2026

7 min read

Accelerated LLM Inference with DFlash and vLLM Speculators (2026 guide)

DFlash is an effective speculative decoding algorithm designed to accelerate Large Language Model (LLM) inference without altering the core weights of your main verifier…

Alex Genovese

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Compliance and Privacy

June 3, 2026

9 min read

How to build a governance‑ready communication protocol for multi‑agent systems

Most multi‑agent systems in production still “just pass prompts around”, which is exactly what breaks as soon as you add enterprise clients, ticket data,…

Alex Genovese

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Uncategorized

June 2, 2026

8 min read

What embeddings are and how they help AI understand meaning

An embedding is a way of turning a piece of text into a list of numbers that captures its meaning, so a computer can…

Alex Genovese

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Tutorial & How‑to

June 1, 2026

11 min read

How to Decompose Complex LLM Agents with Open Source Models: A Step-by-Step Tutorial

Is your AI agent becoming unreliable? When an agent's System Prompt grows to hundreds of lines and handles dozens of tasks, it suffers from…

Alex Genovese

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Self‑Hosting & DevOps

May 29, 2026

4 min read

Implementing Stateful AI Agents: How to Build Anthropic’s Memory Store and Dreaming Architecture in Python

It's a blueprint production-ready for implementing a stateful, three-layer memory architecture for AI agents. Inspired by Anthropic's managed agent memory framework, this approach uses…

Alex Genovese

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Compliance and Privacy

May 27, 2026

7 min read

Zero data retention in AI: what it really means and how enterprises can enforce it with Regolo

A direct comparison between true zero-retention inference and softer provider retention policies that still leave teams exposed.

Alex Genovese

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Tutorial & How‑to

May 26, 2026

7 min read

Understanding multimodal AI models – What a multimodal model is and when to use one

What does “multimodal” really mean? Most AI models are built for a single kind of input. A text model reads words, a vision model…

Alex Genovese

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Tutorial & How‑to

May 25, 2026

3 min read

How to build a custom RAG chatbot with Flowise and Regolo

How to migrate an existing Flowise chatflow to an EU-hosted OpenAI-compatible backend without rebuilding the graph.

Alex Genovese

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Benchmarks & Cost Optimization

May 22, 2026

4 min read

ZAYA1-8B vs DeepSeek-R1-0528: which open model enterprises should use, and how to run it with Regolo

For most companies, ZAYA1-8B is the better open-weight choice when coding, reasoning efficiency, and serving cost matter more than raw scale, while DeepSeek-R1-0528 is…

Alex Genovese

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