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Course Outline
Hermes Agent Fundamentals for Government
- An overview of what the Hermes Agent is and its role in developer workflows within government agencies
- A comparison between local AI agent workflows and cloud-based coding assistants, with a focus on their applicability for government operations
- Core capabilities, limitations, and typical use cases of the Hermes Agent in public sector development environments
Setting Up the Local Environment for Government
- Preparing workstations and installing required dependencies to ensure compliance with government standards
- Installing the Hermes Agent and confirming the runtime setup meets agency requirements
- Configuring local model access and basic settings to align with security protocols for government use
- Running an initial workflow to validate the environment's readiness for government tasks
Working with Core Components for Government
- Utilizing prompts, instructions, and context effectively to enhance productivity in government development projects
- Understanding memory and persistent state management in local workflows to ensure data integrity and security
- Leveraging skills and reusable patterns for common coding tasks relevant to government applications
- Managing tools and execution boundaries safely to prevent unauthorized access or actions within government systems
Designing Practical Code Assistance Workflows for Government
- Defining workflow goals, inputs, and expected outputs to meet the specific needs of government projects
- Creating workflows for code explanation, review, and debugging that adhere to government standards and best practices
- Structuring prompts to ensure consistent and useful agent behavior in government development environments
- Handling local files and repositories with appropriate safeguards to protect sensitive government data
Integrating with Developer Tools for Government
- Working with repositories, files, and command-line utilities in a manner that complies with government guidelines
- Supporting testing and code review activities to enhance the quality of government software projects
- Designing workflows that seamlessly integrate into daily development tasks within government agencies
Safety, Privacy, and Team Governance for Government
- Limiting tool access and reducing unsafe actions to ensure secure operations within government environments
- Keeping sensitive code and data within local environments to prevent unauthorized access or breaches
- Reviewing logs, outputs, and workflow traces to maintain accountability and transparency in government development processes
- Defining team policies for secure agent-assisted development that align with government security protocols
Practical Lab: Building a Secure Local Coding Assistant for Government
- Creating a simple Hermes Agent workflow for code assistance tailored to government needs
- Adding prompts, memory, and selected tools that adhere to government security standards
- Testing the workflow with realistic development tasks relevant to government projects
- Refining the workflow for reliability, usability, and safety in a government context
Troubleshooting and Next Steps for Government
- Resolving common setup and configuration issues to ensure smooth operations within government agencies
- Diagnosing workflow failures and unclear outputs to maintain high standards of performance in government development tasks
- Identifying improvement opportunities and next steps for broader adoption of the Hermes Agent within government IT teams
Requirements
- Proficiency with software development processes and source code management
- Experience utilizing command-line tools and a development environment
- Fundamental programming skills
Audience
- Developers interested in leveraging local AI agents for coding assistance
- Technical team leaders responsible for ensuring secure development workflows for government
- DevOps and platform engineers supporting internal AI tooling
14 Hours
