Context Engineering for Lawyers
Prompting is the surface. Context engineering is the system. The five layers of legal context that turn generic legal AI into a Legal AI Twin.
- Tempo de leitura: 12 min
O que este capítulo aborda
- Five Layers of Context
- Architecture Beats Wording
- Common Failures
- Heuristic
Os capítulos do curso são escritos em inglês. O resto da Academy está traduzido.
TL;DR
Context is the number one differentiator between two lawyers using the same models. It is your fingerprint. Prompting is the surface. Context engineering is the system. The lawyers getting real leverage from AI aren't writing better one-shot prompts - they're designing the entire information stack the model sees: jurisdiction, source hierarchy, matter history, prior drafts, and constraints.
1) The five layers of legal context
- System - role, jurisdiction, professional standards.
- Sources - statutes, case law, regulations the model is allowed to cite.
- Matter - facts, parties, prior correspondence.
- Task - the actual deliverable: memo, clause, opinion.
- Constraints - format, length, audience, what to flag instead of guess.
Generic AI products give you control over the bottom one. HAQQ gives you all five.
2) Architecture beats wording
A poorly-architected workflow with a brilliant prompt produces a confident hallucination. A well-architected workflow with a mediocre prompt produces a usable draft.
Context engineering is what turns "AI assistant" into "AI twin." It's also what makes results reproducible - the difference between a party trick and a tool you can bill against.
Done right, the stack flips from reactive - you force-feeding it information every time - to proactive, running on its own because it already knows the shape of your work. Share that context across the firm and it becomes a hive mind: every lawyer's prompt benefits from every other lawyer's context.
3) Common failures
• Pasting a contract without the governing law.
• Asking for a clause without the negotiation posture.
• Requesting a memo without specifying the audience (client vs court vs partner).
• Forgetting to lock the source hierarchy - the model "helpfully" invents one.
Heuristic
Before you press send, ask yourself: if a smart junior lawyer received exactly this packet of information - and nothing else - could they produce the deliverable? If no, you have a context problem, not a prompt problem.