Tutorial & How‑to

Self‑Hosting & DevOps

July 30, 2026

7 min read

Build a controlled Analytics Assistant with LangChain, Qdrant, and Regolo

This tutorial shows how to build an analytics AI agent that retrieves KPI definitions with Qdrant, queries structured metrics through governed tools, and prepares…

Alex Genovese

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Self‑Hosting & DevOps

July 29, 2026

11 min read

LangChain ChromaDB Tutorial: Build a Private Document Q&A System Without OpenAI

Most LangChain tutorials default to OpenAI. This one doesn't — and it is written for a specific reader: EU-based engineering teams in regulated industries…

Alex Genovese

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Self‑Hosting & DevOps

July 27, 2026

13 min read

TencentDB Agent Memory: The Complete Guide to Persistent Memory for Hermes and OpenClaw with Zero Data Retention

TencentDB Agent Memory isn't the only memory system out there: Mem0 and OpenViking both have their strengths, but if you're building on Hermes or…

Alex Genovese

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Benchmarks & Cost Optimization

July 22, 2026

5 min read

Brick + Claude Code CLI: A Practical Guide to Smarter AI Routing and Cost Optimization

If you're running Claude Code CLI in production—or even just heavily in your daily workflow—you've probably noticed your API bills creeping up. The default…

Alex Genovese

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Benchmarks & Cost Optimization

July 21, 2026

7 min read

Inkling: Thinking Machines Lab Introduces a 975B Open-Weights Multimodal MoE Model

Thinking Machines Lab has released Inkling, its first foundation model trained from scratch and designed for developers who need more control than a closed…

Alex Genovese

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Tutorial & How‑to

July 20, 2026

7 min read

LangChain Self-Verification Loop: Python + pytest Demo for a CI Repair Agent

If you want to make a coding LLM more reliable, start by upgrading the harness instead of swapping models. LangChain’s middleware system lets you…

Alex Genovese

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Tutorial & How‑to

July 16, 2026

6 min read

Common Pitfalls in Agent Harness Design and How to Avoid Them

An agent harness is the layer around a model that manages context, tools, permissions, memory, execution flow, and monitoring. Many teams blame the model…

Alex Genovese

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Tutorial & How‑to

July 15, 2026

9 min read

How to Build a Closed-Loop AI Agent That Catches Its Own Hallucinations

On June 15, 2026, Boris Cherny, head of Claude Code at Anthropic, shifted the industry perspective on AI systems with a simple admission: "I…

Alex Genovese

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Tutorial & How‑to

July 14, 2026

8 min read

Opencode + Brick for Multi Agent Coding and optimize costs up to 80%

Step-by-step guide to setting up opencode with Brick-V1-Beta for automatic model routing across 6 specialized subagents via Regolo API.

Alex Genovese

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Tutorial & How‑to

July 13, 2026

5 min read

OpenWiki — Setup a Privacy-First for Enterprises

OpenWiki is a CLI tool built by LangChain that writes and maintains documentation for your codebase using an LLM agent – Instead of hand-writing…

Alex Genovese

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Benchmarks & Cost Optimization

July 7, 2026

9 min read

Introducing Brick: The Open-Source Semantic Router That Slashes AI Costs by 22x While Hitting World-Record Performance on Hugging Face

Brick is an open-source routing gateway (Mixture-of-Models or MoM) that automatically forwards each user query to the optimal model from your configured pool, analyzing…

Alex Genovese

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Benchmarks & Cost Optimization

July 6, 2026

11 min read

Give your AI agents persistent, GPDR compliance and memory

A step-by-step guide to installing agentmemory with OpenCode and Regolo.ai — keeping all session data on-premise, fully GDPR-compliant. Every AI coding agent forgets everything…

Alex Genovese

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