Free guides

Checklists we use on real engagements.

Printable, no sign-up for the checklists, written from the work rather than from other guides. The full manuals (the SCOPE prompting framework, the CLI infrastructure programme, the consultants workbook) are paid and live under training.

Summary

What free guides does J Labs publish?

J Labs publishes four free guides: the AI project brief template, which is the one-page brief a J Labs Spec produces and which should exist before any AI code is written; the 12-point MCP server hardening checklist for engineering teams connecting a model to internal tools; the twelve failure modes of AI integration, a pre-mortem checklist for department heads about to commission a build; and the AI integration cost ledger, the nine line items behind a real budget for a 50 to 500 person company. The three checklists are printable pages with no sign-up. The brief template is delivered by email from the Spec page. The paid manuals (the SCOPE Framework self-guided manual with 150+ pages and 50+ prompt templates, the CLI infrastructure manual, and the consultants workbook) are sold under training and are not reproduced here.

The full manuals

The SCOPE Framework self-guided manual (150+ pages, 50+ prompt templates), the CLI infrastructure programme and the consultants workbook are sold as training. They are the material we run workshops from, so they stay paid.

See the training programmes

Frequently asked

Free guides, the usual questions.

Are the J Labs guides really free?

Rather have us run the checklist with you?