Mission readiness increasingly depends on software that was never designed for today’s threats, AI-enabled workflows, or cybersecurity requirements. Traditional manual modernization is too slow to meet the pace of modern conflict and cloud-based AI tools are non-starters for sensitive or disconnected environments.
We’ll explore an agentic software factory that enables engineers to supervise modernization at scale. At its core is an “Agent Mesh” which is a collection of specialized agents and harnesses for modernizing software. We will detail the "Agent Mesh" architecture, a modular harness of specialized, small language models (SLMs) designed to operate entirely offline. Rather than relying on one frontier model to solve every problem, the software factory orchestrates purpose driven agents, each optimized for specific roles: code understanding, dependency mapping, refactoring, testing, and validation.
By watching this webinar, you’ll learn
- Why software modernization has become a cognitive bottleneck, rather than simply an engineering challenge.
- How specialized AI agents accelerate analysis, planning, refactoring, and validation, while keeping the human in the loop.
- About the architectures that operate securely in disconnected and classified environments.
- Practical approaches for measuring modernization success through functional equivalence, developer trust, and mission impact.
Moderator: Evan Lynch
SPEAKERS
Daniel Domkowski
AI Advisor, National Security, Government and Research, Red Hat
Tola Awofolu
Senior AI Specialist Solutions Architect, Red Hat
