How to Upskill Your Team in AI & Agents Without Hiring
Updated on November 20, 2025 7 minutes read
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Frequently Asked Questions
Do we need to hire data scientists first?
No. Start with a cross-functional pod (ops, product, engineer). Teach LLM basics, retrieval, and agent patterns; ship small wins before considering new headcount.
How do we prevent hallucinations?
Ground answers with Retrieval-Augmented Generation (RAG), add citations, and block off-domain queries. Keep an evaluation set to catch regressions.
What security controls are non-negotiable?
Least-privilege API keys, masked prompts, signed webhooks, audit logs, and prompt-injection testing. Treat secrets like production credentials