Tutorial & How‑to

Tutorial & How‑to

September 2, 2026

14 min read

AI agent long-term memory: a practical tutorial with Cognee and Regolo

By providing autonomous coding agents with persistent institutional recall, multi-hop architectural graph traversal, and live test-driven self-healing on European sovereign infrastructure, we can eliminate…

Alex Genovese

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Tutorial & How‑to

August 31, 2026

6 min read

Getting Started with Deep Agents: build AI pipelines that cost 80% less

Teams are overpaying for LLM APIs. Most organizations run every task through one expensive model—Claude Opus, GPT-4o, whatever—because orchestrating multiple models feels like a…

Alex Genovese

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Tutorial & How‑to

August 28, 2026

6 min read

Building a Self-Improving Secure Coding Loop with Deepsec, Open SWE e Cognee

How modern engineering teams build an autonomous, memory-augmented remediation pipeline using Open SWE, Deepsec, Cognee, and Brick (brick-complexity-pro) on Regolo to eliminate recurring vulnerabilities…

Alex Genovese

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Self‑Hosting & DevOps

August 24, 2026

9 min read

The Build-Verify Loop: stop your AI agent from claiming victory before the tests pass

Your coding agent just reported success. "All done — the fix is implemented and working." You open the pull request. The tests fail. The…

Alex Genovese

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Self‑Hosting & DevOps

August 19, 2026

16 min read

How to audit a production repo with deepsec and Brick

Vercel's DeepsecBench (July 2026) shows frontier models find the most vulnerabilities but cost up to $5,600 per production repo scan. Open-weight models score mid-tier…

Alex Genovese

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Self‑Hosting & DevOps

August 17, 2026

9 min read

DeepAgents + Brick: A Production Agent Harness at a Fraction of the Inference Cost

This guide solves both halves of cost and harness problem at once: adopt DeepAgents — LangChain's open-source agent harness — for the architecture, and…

Alex Genovese

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Self‑Hosting & DevOps

August 10, 2026

8 min read

Hermes Agent Security: Hardening Guide & Regolo Zero Data Retention

Hermes Agent launched in early 2026 as an open-source autonomous runtime built by Nous Research; by May 2026, tracking placed it at the top…

Alex Genovese

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Tutorial & How‑to

August 7, 2026

5 min read

Self-Hosted Web Search for AI Agents: Replace Tavily, Cut Costs 80%, and Keep Every Token Private

If you have ever built an autonomous AI research agent using LangGraph, Deep Agents, or custom loops, you know the excitement of watching it…

Alex Genovese

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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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