analisa
1274 Docs
How do I test whether my AI agent has the context it needs to help my students?
Last Updated: May 9, 2026Run ten real student questions through your agent before going live. Compare the answers to what you'd actually say. If more than two are off-base, your context needs work — not a different AI tool.
What is a context leak and why should educators care about it?
Last Updated: May 9, 2026A context leak happens when an AI agent reveals its system prompt or private instructions to a user who asks the right question. This can expose your business rules, pricing logic, or confidential configurations.
Can an AI agent access context from the web in real time?
Last Updated: May 9, 2026Some AI agents can search the web in real time, but most work from a fixed knowledge base with a training cutoff date. Whether your agent has live web access depends on the tool and how it's configured.
How do I use files and documents as context for an AI agent?
Last Updated: May 9, 2026You can upload files directly to tools like Claude or ChatGPT, or connect a knowledge base so your agent can search your documents on demand. The best approach depends on how often your content changes.
What is a system prompt versus a user prompt in the context of agents?
Last Updated: May 9, 2026A system prompt is the behind-the-scenes instruction you write to configure the agent's behavior. A user prompt is what the student or person actually types when they interact with the agent.
Why do AI agents trained on the same data sometimes behave very differently?
Last Updated: May 9, 2026Same underlying model, wildly different behavior — the difference almost always comes down to context: the instructions, examples, and constraints each agent was given, not the training data itself.
How do I update an agent context when my business information changes?
Last Updated: May 9, 2026Treat your agent's context like a living document. When your offer, pricing, schedule, or policies change, update the context file and re-test the agent before students interact with it again.
What context does my campus AI agent need to answer student questions well?
Last Updated: May 9, 2026Your campus AI agent needs four things: who it is, who your students are, what your course covers, and what it should do when it doesn't know the answer.
How do I structure context so an AI agent knows what to prioritize?
Last Updated: May 9, 2026Put your most important instructions first and last in the context. AI agents pay more attention to what appears at the beginning and end of their instructions than what's buried in the middle.
What is a context limit and what happens when an agent hits it?
Last Updated: May 9, 2026A context limit is the maximum amount of text an AI agent can hold in its working memory at one time. When an agent hits that limit, it loses access to earlier parts of the conversation.