Introduction: The challenge of business automation today
Every day, businesses are searching for smarter ways to streamline processes, reduce manual errors, and free up human talent from repetitive tasks. In 2026, the answer is no longer "another generic model," but a combination of specialized tools that transform a simple prompt into a true AI agent. Let’s explore how to build effective prompts for business automation using three of the latest solutions: Hermit, Dessa, and Joey-1.
2026 tools to support your prompts
The automation tools landscape has changed dramatically this year. Three October 2026 releases are setting the pace:
- Hermit
- Dessa
- Joey-1
Integrating these tools into your prompts enables you to orchestrate end-to-end workflows, from user interface to decision logic, using a single block of code.
Building prompts with Hermit for intelligent agents
Hermit functions as a "skill skeleton" that you can inject into any LLM. Its API accepts atoolsobject that describes actions such as "send email," "update CRM," "generate PDF report."
Example prompt using Hermit:
{
"agent": "sales_assistant",
"instructions": "Identify qualified leads, send a personalized follow-up email, and record the interaction in the CRM.",
"tools": [
{"name": "filter_leads", "params": {"score": ">=80"}},
{"name": "send_email", "params": {"template": "follow_up"}},
{"name": "update_crm", "params": {"stage": "contacted"}}
],
"memory": {"previous_interactions": true}
}This prompt becomes the core of an agent that can act autonomously, reducing management time from minutes to seconds.
Using Dessa for voice automation
Example prompt for Dessa:
"You have 30 seconds to gather the user's problem details, check the ticket status in the system, and propose a solution or escalate to a human agent."You can embed this prompt in a workflow that automatically records the call, extracts key entities, and creates a ticket in the support system.
Integrating Joey-1 for low-cost decisions
Joey-1 excels where calibrated probabilities are needed, such as risk assessment, lead scoring, or fraud detection. Instead of generating text, it returns a numerical value between 0 and 1.
Example prompt for Joey-1:
"Evaluate the probability that this $5,000 lead will close within 30 days."Expected result:{"probability": 0.73}
Practical example: an end-to-end workflow
Imagine a company that wants to automate the employee onboarding process. The workflow can be built by combining Hermit, Dessa, and Joey-1:
- Vocal input
- Risk assessment
- Decision
- Monitoring
The result is a fully automated process that reduces onboarding time from 5 days to less than 2 hours.
Error handling and prompt optimization
Even the most advanced models can fail. A best practice for 2026 is to include afallbacksection in your prompts:
"If Dessa fails to understand the audio, switch to a text transcription model. If Joey-1 returns a probability below 0.5, request a manual review."Also add a feedback loop that records where the prompt failed, so you can iterate quickly.
Takeaway: 5 concrete steps to get started
- Identify the use case
- Choose the right tool
- Write a structured prompt
- Test with real data
- Monitor and iterate
Conclusion
Prompts for business automation are no longer simple suggestions: they are assembly lines of AI capabilities, integrated with the most advanced models of 2026. By combining Hermit, Dessa, and Joey-1, you can build agents that listen, decide, and act autonomously, transforming your processes from manual to truly automatic.
Start experimenting with prompts today, measure improvements, and watch your business scale beyond previous limits.
IMPORTANT: We are in 2026. All temporal references must be current. Do not mention past years such as 2024, 2023, etc. The content must be fresh and relevant to the present. CURRENT CONTEXT (October 2026): Here are some recent trends and news to inspire you: - Infini-AI-Lab Releases Hermit, an Open-Source Harness Adapter Framework for AI Agents: Infini-AI-Lab released Hermit, an Apache-2.0 harness adapter framework that trains an external layer of instructions, skills, memory and tools from ta... [2026-10-29] - Block Unveils Dessa, a Full-Duplex Speech Model Trained Only on Speech: Block’s AI lab released Dessa, a full-duplex speech-to-speech model trained only on human conversation audio. It runs locally on a MacBook Pro M4 Ma... [2026-10-29] - Baseten Releases joey-1, a 2B Decision Model at $0.01 per 1M Tokens: Baseten has released joey-1, a 2B open-weight decision model that returns calibrated probabilities instead of text. It runs at 20 ms P50 latency and c... [2026-10-29] Use this current information as inspiration to create an original and relevant prompt for 2026.