Category archive

Self‑Hosting & DevOps

Practical guides for running models on your own infrastructure: from local experiments to clustered deployments, monitoring, and automation without vendor lock‑in

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26 articles found

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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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 17, 2026

8 min read

Bonsai 27B Explained: How a 27B Model Runs Locally

Announced on July 14, 2026, the model supports a 262K token context window while delivering impressive local inference performance: 163 tokens/second on an NVIDIA…

Alex Genovese

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Self‑Hosting & DevOps

June 22, 2026

11 min read

LLM Architectures for Business: Which Model Fits Which Job?

If you are comparing LLM architectures for business, the smart move is not to chase the model with the flashiest benchmark, the real job…

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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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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