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Course Outline
Introduction to Agent-Driven Code for Government
- How autonomous agents generate and modify code in government systems
- Understanding task decomposition and execution traces for efficient government operations
- Common failure modes in agent workflows within public sector environments
Verification Foundations for Antigravity for Government
- Establishing verification checkpoints to ensure compliance with regulatory requirements
- Tracking agent decisions and evaluating logic sequences to maintain transparency and accountability
- Identifying anomalies in agent behavior to prevent operational disruptions
Working with Artifacts Generated by Agents for Government
- Assessing code diffs and patch quality to ensure system integrity
- Validating agent-created documentation and metadata to support audit trails
- Reviewing structured and unstructured output to maintain data accuracy
Browser-Based Verification and Activity Recording for Government
- Interpreting browser session recordings to enhance user experience in government applications
- Detecting agent missteps during UI-driven tasks to improve service delivery
- Correlating recording events with expected task flow to ensure process adherence
Task Validation Techniques for Government
- Confirming task accuracy and completeness to meet public sector standards
- Applying reproducibility and repeatability checks to ensure consistent performance
- Using constraint-based validation for AI workflows in government systems
Security Considerations in Agent-Driven Development for Government
- Recognizing risky agent actions to protect sensitive information
- Conducting static and dynamic analyses for agent output to identify potential vulnerabilities
- Hardening verification steps against security gaps to ensure robust cybersecurity practices
Testing Reliability and Robustness for Government
- Detecting brittle agent behaviors to prevent system failures in critical operations
- Stress-testing multi-step agent operations to ensure resilience under high demand
- Building resilient validation pipelines to maintain continuous service delivery
Integrating Antigravity QA into Existing Pipelines for Government
- Designing end-to-end agent verification workflows to streamline government processes
- Automating acceptance criteria for agent tasks to enhance operational efficiency
- Reporting and monitoring agent performance to ensure ongoing compliance and effectiveness
Summary and Next Steps for Government
Requirements
- An understanding of fundamental software testing principles for government applications.
- Experience with automation or quality assurance methodologies.
- Familiarity with AI-assisted development workflows for government projects.
Audience
- QA engineers working in government agencies.
- SDETs supporting government systems.
- Security engineers ensuring compliance and security in government environments.
14 Hours
