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AI Agent tutorials — every command verified by real agent execution ✓ VERIFIED

Context Window Management — Verified patterns for production agents

2026-11-06 · 12 min read · Hermes · Production

Context Window Management: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Skill Curation — Verified patterns for production agents

2026-11-05 · 12 min read · Hermes · Production

Skill Curation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Context Window Management — Verified patterns for production agents

2026-11-04 · 12 min read · Hermes · Production

Context Window Management: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Skill Curation — Verified patterns for production agents

2026-11-03 · 12 min read · Hermes · Production

Skill Curation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Subagent Delegation — Verified patterns for production agents

2026-11-02 · 12 min read · Hermes · Production

Subagent Delegation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Webhook Orchestration — Verified patterns for production agents

2026-11-01 · 12 min read · Hermes · Production

Webhook Orchestration: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Memory Systems — Verified patterns for production agents

2026-10-31 · 12 min read · Hermes · Production

Memory Systems: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Reliability Patterns — Verified patterns for production agents

2026-10-30 · 12 min read · Hermes · Production

Reliability Patterns: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Session Compression — Verified patterns for production agents

2026-10-29 · 12 min read · Hermes · Production

Session Compression: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Context Window Management — Verified patterns for production agents

2026-10-28 · 12 min read · Hermes · Production

Context Window Management: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Agent Observability — Verified patterns for production agents

2026-10-27 · 12 min read · Hermes · Production

Agent Observability: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Prompt Injection Defense — Verified patterns for production agents

2026-10-26 · 12 min read · Hermes · Production

Prompt Injection Defense: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Model Routing — Verified patterns for production agents

2026-10-25 · 12 min read · Hermes · Production

Model Routing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Subagent Delegation — Verified patterns for production agents

2026-10-24 · 12 min read · Hermes · Production

Subagent Delegation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Cost Optimization — Verified patterns for production agents

2026-10-23 · 12 min read · Hermes · Production

Cost Optimization: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Telemetry And Tracing — Verified patterns for production agents

2026-10-22 · 12 min read · Hermes · Production

Telemetry And Tracing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Credential Rotation — Verified patterns for production agents

2026-10-21 · 12 min read · Hermes · Production

Credential Rotation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Model Routing — Verified patterns for production agents

2026-10-20 · 12 min read · Hermes · Production

Model Routing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Cost Optimization — Verified patterns for production agents

2026-10-19 · 12 min read · Hermes · Production

Cost Optimization: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Tool Use Protocols — Verified patterns for production agents

2026-10-18 · 12 min read · Hermes · Production

Tool Use Protocols: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Human Handoff — Verified patterns for production agents

2026-10-17 · 12 min read · Hermes · Production

Human Handoff: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Model Routing — Verified patterns for production agents

2026-10-16 · 12 min read · Hermes · Production

Model Routing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Memory Systems — Verified patterns for production agents

2026-10-15 · 12 min read · Hermes · Production

Memory Systems: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Long Context Handling — Verified patterns for production agents

2026-10-14 · 12 min read · Hermes · Production

Long Context Handling: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Agent Observability — Verified patterns for production agents

2026-10-13 · 12 min read · Hermes · Production

Agent Observability: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Webhook Orchestration — Verified patterns for production agents

2026-10-12 · 12 min read · Hermes · Production

Webhook Orchestration: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Streaming And Cancellation — Verified patterns for production agents

2026-10-11 · 12 min read · Hermes · Production

Streaming And Cancellation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Telemetry And Tracing — Verified patterns for production agents

2026-10-10 · 12 min read · Hermes · Production

Telemetry And Tracing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Skill Curation — Verified patterns for production agents

2026-10-10 · 12 min read · Hermes · Production

Skill Curation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Scheduling Tasks — Verified patterns for production agents

2026-10-09 · 12 min read · Hermes · Production

Scheduling Tasks: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Credential Rotation — Verified patterns for production agents

2026-10-07 · 12 min read · Hermes · Production

Credential Rotation: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Cost Optimization — Verified patterns for production agents

2026-10-06 · 12 min read · Hermes · Production

Cost Optimization: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Memory Systems — Verified patterns for production agents

2026-10-05 · 12 min read · Hermes · Production

Memory Systems: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Context Window Management — Verified patterns for production agents

2026-10-04 · 12 min read · Hermes · Production

Context Window Management: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Tool Use Protocols — Verified patterns for production agents

2026-10-03 · 12 min read · Hermes · Production

Tool Use Protocols: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Reliability Patterns — Verified patterns for production agents

2026-10-02 · 12 min read · Hermes · Production

Reliability Patterns: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Prompt Injection Defense — Verified patterns for production agents

2026-10-01 · 12 min read · Hermes · Production

Prompt Injection Defense: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Telemetry And Tracing — Verified patterns for production agents

2026-09-30 · 12 min read · Hermes · Production

Telemetry And Tracing: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Recommended Reading

Designing Data-Intensive Applications — The classic reference on distributed systems, databases, and stream processing — foundational reading for any agent backend.

Try DigitalOcean — $200 in credit

Affiliate disclosure: We may earn a commission at no extra cost to you. (DigitalOcean refcode 6eba412ef5dd, Amazon Associates imsunmedia-20)

Scheduling Tasks — Verified patterns for production agents

2026-09-29 · 12 min read · Hermes · Production

Scheduling Tasks: verified patterns for production AI agents. Every pattern tested in real Hermes, im-bot, and nn-os deployments.

HermesPatternProduction

Cost Optimization

2026-09-29 · 12 min read · Hermes · Production

In production, an agent's reliability is rarely constrained by the cleverness of its prompt. It is constrained by the boring details: how retries are...

HermesPatternProduction

Model Routing

2026-09-29 · 12 min read · Hermes · Production

Production AI agents are not demos. Once a user trusts an agent with scheduling, memory, model routing, or credential rotation, the agent becomes...

HermesPatternProduction

Building a Multi-Agent IM System with im-bot

2026-09-29 · 12 min read · Hermes · Production

Deep dive into im-bot architecture: multi-agent chat rooms, message routing, connector design, and the agent session model.

HermesPatternProduction

Docker Ai Agent Deployment

2026-09-29 · 12 min read · Hermes · Production

Production Docker patterns for deploying AI agents: Hermes Agent in containers, im-bot multi-agent orchestration, sun-port reverse proxy, and PostgreSQL persistence. Every command verified by real agent execution.

HermesPatternProduction

Docker Deploy Sun Port Reverse Proxy

2026-09-29 · 12 min read · Hermes · Production

Production-ready deployment of sun-port (Cloudflare Pingora reverse proxy) in Docker with TLS, health checks, and multi-domain routing.

HermesPatternProduction

Git Workflow for AI Agent Development

2026-09-29 · 12 min read · Hermes · Production

Production-grade Git workflow for AI agent projects: branching, pre-commit hooks, automated testing, and CI/CD.

HermesPatternProduction

Hermes Agent Cron Jobs Automation

2026-09-29 · 12 min read · Hermes · Production

Schedule AI agent tasks with Hermes cron jobs: content publishing, monitoring, data pipelines, and multi-site orchestration. Every cron command verified on real production systems running Docker, im-bot, and PostgreSQL.

HermesPatternProduction

Hermes Agent Skills Git Workflow

2026-09-29 · 12 min read · Hermes · Production

Version-control your Hermes Agent skills with Git. Build, test in Docker containers, deploy to production, and patch from live sessions — a complete lifecycle guide. Every command verified by real agent execution.

HermesPatternProduction

PostgreSQL + Prisma for Agent Backends

2026-09-29 · 12 min read · Hermes · Production

Designing a PostgreSQL schema for multi-agent systems with Prisma ORM. User-agent relationships, message storage, and subscription management.

HermesPatternProduction

Setup Hermes Agent Ubuntu

2026-09-29 · 12 min read · Hermes · Production

Step-by-step guide to install and configure Hermes Agent on Ubuntu. Every command verified by real agent execution.

HermesPatternProduction

Hermes Agent Skills: From Prototype to Production with Git

2026-08-09 · 14 min read · Hermes · Git · Docker

Version-control your Hermes Agent skills with Git. Build, test in Docker containers, deploy to production, and patch from live sessions — a complete lifecycle guide. Every command verified by real agent execution.

HermesGitDockerSkillsDevOpsPostgreSQL

Hermes Agent Cron Jobs: Automating AI Agent Workflows on Schedule

2026-08-08 · 12 min read · Hermes · Cron · Docker · Automation

Schedule AI agent tasks with Hermes cron jobs: content publishing, monitoring, data pipelines, and multi-site orchestration. Every cron command verified on real production systems running Docker, im-bot, and PostgreSQL.

HermesCronDockerGitPostgreSQLAutomation

Docker Patterns for AI Agent Deployment — Hermes, im-bot & Production

2026-08-07 · 16 min read · Docker · Production

Production Docker patterns for deploying AI agents: Hermes Agent in containers, im-bot multi-agent orchestration, sun-port reverse proxy, and PostgreSQL persistence. Every command verified by real agent execution.

DockerHermesim-botsun-portPostgreSQLGit

How to Set Up Hermes Agent on Ubuntu 24.04 — Full Walkthrough

2026-08-07 · 14 min read · Hermes Agent

Step-by-step guide to install and configure Hermes Agent on Ubuntu. Every command verified by real agent execution.

HermesSetupUbuntuAgent

Deploying sun-port Reverse Proxy with Docker — Production Ready

2026-08-06 · 10 min read · sun-port · Docker

Production-ready deployment of sun-port (Cloudflare Pingora reverse proxy) in Docker with TLS, health checks, and multi-domain routing.

sun-portDockerReverse ProxyTLS

Building a Multi-Agent Instant Messaging System with im-bot

2026-08-05 · 18 min read · im-bot · Architecture

Deep dive into im-bot architecture: multi-agent chat rooms, message routing, connector design, and the agent session model.

im-botArchitectureMulti-AgentWebSocket

Git Workflow for AI Agent Development — Branches, PRs, and CI

2026-08-04 · 8 min read · Git · Workflow

Production-grade Git workflow for AI agent projects: branching, pre-commit hooks, automated testing, and CI/CD.

GitCI/CDWorkflowGitHub

PostgreSQL + Prisma for Agent Backends — Schema Design & Migrations

2026-08-03 · 12 min read · PostgreSQL · Prisma

Designing a PostgreSQL schema for multi-agent systems with Prisma ORM. User-agent relationships, message storage, and subscription management.

PostgreSQLPrismaDatabaseBackend