Langfuse in Practice: Make Slow, Expensive and Wrong AI Responses Diagnosable
Instrument a small RAG workflow with Python SDK v4, connect traces to prompt versions and evaluations, and understand self-hosting, masking and real task costs.
# Enterprise AI
5 articles
FDE, Part 1: What a Forward Deployed Engineer Does in Enterprise AI
How FDEs connect business needs, enterprise data and software capabilities, with clear responsibilities and delivery boundaries.
FDE, Part 2: Discover AI Requirements and Define Pilot Acceptance
Observe real tasks, review data and compare against a baseline to turn business goals into testable acceptance criteria.
FDE, Part 4: Launch and Maintain an Enterprise AI System
Use staged releases, version records, monitoring and feedback to hand over an AI pilot with a practical recovery plan.
FDE, Part 5: A Learning Path and Projects That Show Delivery Skills
Build software, business understanding and AI-system experience into a project others can run, evaluate and maintain.