The Forward-Deployed Engineer: The AI FDE Certification

Learn to ask the right questions and guide your organization through prioritization and problem scoping

Learn to move from MVP to PoC to production, and understand the right tools & techniques to get you there

Bring the fundamentally valuable token-minimization mindset to your company's leadership table

Learn to implement the right retrieval technique and when, from LLM Wikis to dense vector embedding RAG

Understand tradeoffs between tools, skills, MCPs, subagents, code mode, Universal Tool Calling Protocol (UTCP)

Learn to install guardrails at the right layer of your agentic systems

Run local OSS models aligned with your enterprise hardware

Bypass sensitive and private data restrictions with local synthetic data generation

Use best-practice tools to choose, host, and run local models

Understand how to answer the question "How do we know that this works and we can trust it?"

Go beyond simple vibe checks and evals with "What if?" scenarios that align directly with your business

Understand how to evaluate your agents systematically, no matter how they have been structured

Learn to enhance your own prompt injections through well-known prompt optimization techniques

Understand how Hugging Face got reward-hacked by OpenAI; learn advanced techniques like context bombs

Understand enterprise threats that cannot be solved with root-level access

Learn to be guided by wherever the bottleneck is in product development, not by what you like doing better

Understand the importance of removing features rather than adding features as you scale

Build solutions with performance, scalability, and security that are enough for your current user base