Build an AI agent harness for real work.

Aria Technology Group · Live Hybrid Workshop

A practical, on-site and online workshop showing how Hermes connects models, memory, tools, files, and approval gates into a dependable business workflow.

The date, Zoom access, and on-site capacity will be announced after registration interest is collected.

What will the workshop show?

We will build a controlled agent workflow that researches a target opportunity, compares requirements against source material, prepares a tailored draft, records the next action, and pauses for human approval before anything consequential happens.

01

The harness

How Hermes combines skills, persistent memory, tools, files, and execution policies.

02

Model routing

When to use ChatGPT, Claude, Kimi, ASTRA, Codex, or a private local model based on the task.

03

Business workflow

Google Workspace, document preparation, research, follow-up tracking, and handoffs.

04

Responsible autonomy

Approval gates, privacy boundaries, logging, security, and the actions an agent should not take alone.

Compatible with a changing model landscape

Hermes is the orchestration layer, not a claim that one model is best for every task. The workshop explains how to evaluate providers by capability, context window, tool calling, latency, cost, and data policy.

ChatGPTCodexClaudeKimiASTRALocal modelsHosted models

Common questions

What is an AI agent harness?

An agent harness is the operating layer around an AI model. It manages tools, skills, memory, files, approvals, model routing, and the handoff back to a person.

Is Hermes locked to one AI model?

No. Hermes can orchestrate workflows that use compatible providers such as ChatGPT, Claude, Kimi, ASTRA, Codex, and approved local or hosted models. The exact integration depends on API access, tool support, privacy requirements, cost, and context limits.

Will the agent submit job applications automatically?

The workshop demonstrates research, matching, drafting, tracking, and approval checkpoints. High-impact actions such as submitting applications or sending outreach remain human-reviewed.

Want the workshop invitation or a custom harness deployment?

Tell us whether you prefer to attend on-site, join through Zoom, or scope a production Hermes agent harness for your team below.

Get Workshop & Harness Quote ↓

Request Workshop Access or a Custom AI Agent Harness Quote

Join the live hybrid workshop or scope a production Hermes multi-agent harness wired into your Google Workspace and CRM.

Direct submission to ARIA executive operations. No sales spam or junior reps.
Why Talk to ARIA?
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Operators, Not Slide-Makers: We come from real business operations. We diagnose root workflow problems immediately.
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Custom Software & APIs: When off-the-shelf software falls short, we write production TypeScript, edge workers, and custom integrations.
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Sovereign CRM & AI Architecture: Zero vendor lock-in. Full ownership of your data, automated lead pipelines, and AI dispatch.
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Whatever It Takes: We step in, build the solution, eliminate the bottleneck, and it’s done.
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