AI Implementation Guidance
Choose where AI belongs in a product workflow, what should stay deterministic, what needs human review, and what should not be automated yet.
AI Consulting
Practical AI guidance for teams using AI in real software projects.
AI consulting at HerbDev focuses on implementation decisions, workflow architecture, operational strategy, model selection, and repairing AI-assisted software work that has become unstable.
AI Workflow Architecture
Design prompts, tools, data flow, routing, storage, monitoring, and fallback behavior around the actual operational need.
AI Operational Strategy
Plan how AI systems are evaluated, maintained, reviewed, secured, and improved after launch.
AI-Assisted Code Repair
Clean up AI-generated code failures, unstable agent-built features, broken tool use, and implementation drift in mobile or cloud-backed applications.
AI as a secondary focus
The goal is not AI theater. The goal is a system that can be owned.
HerbDev can help choose a model, design a workflow, review AI-generated code, or stabilize an AI-assisted build. The same standard applies: the project must become easier to understand, easier to release, and easier to maintain.