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Notes on ai-agents.

Articles on ai-agents: practical ideas, technical decisions, and the trade-offs behind them.

Architecture. Engineering. Decisions.06 articles
ReadingAll articlesai-agents
Browse topics 17 topics
tutorial10 min read

Herdr CLI: Manage Coding Agents Without Losing Context

Use the Herdr CLI to organize coding agents, isolate work with Git worktrees, inspect blocked sessions, connect remote machines over SSH, and review changes before merging.

engineering9 min read

MCP Gateway Security: Auth Beyond the API Key

Design MCP gateway security with audience-bound tokens, per-tool authorization, tenant checks, and approval boundaries before agents reach business APIs.

tutorial10 min read

OpenClaw + Gemma 4: Run a Free Local AI Agent With Ollama (2026)

Step-by-step guide to running OpenClaw with Gemma 4 via Ollama, completely free, no API key needed. Covers local setup and Ollama Cloud for low-RAM machines.

ai7 min read

Dify: Build Production AI Apps Without Writing an AI Backend

An honest look at Dify, the open-source platform for building AI applications with visual workflows, RAG pipelines, and agent orchestration.

opinion8 min read

n8n vs Dify: Which One Do You Actually Need?

A developer's honest comparison of n8n and Dify. One automates workflows. The other builds AI apps. They're not competitors, but you need to pick one first.

ai7 min read

n8n: The Workflow Automation Platform Every Developer Should Know

Why I use n8n for AI agent workflows, data pipelines, and automating everything between my apps. A practical guide from real production use.