Real cases end to end
- 01Content pipeline, from brief to shareable deliverable10 min
A reliable content pipeline separates six roles, each with a single task, from the validated brief to the single HTML file that can be checked offline, and mixing two of these roles in the same pass loses control.
- 02Building a data asset, synthetic dataset or knowledge base8 min
A synthetic training dataset and an internal knowledge base share the same four-operation architecture, a shared schema, a matching identifier, deduplication and validation before any downstream use.
- 03Fan-out research, with adversarial verification7 min
Launching several searches in parallel rather than in sequence speeds up the enquiry, but a claim is only cited after it has withstood a genuine attempt to refute it.
- 04Verify before believing, four real traps10 min
A report written by a third party's agent, a paid skill sold as a bundle of features, a data connector announced as synced, and a competitor's page displaying a missing feature share the same flaw: each replaces a direct measurement with a claim that would need checking before being cited.
- 05A mobile application from end to end9 min
A scaffold, the starting structure automatically generated for an application, navigation between screens, a network call and a correction of the types flagged by errors can all be chained within a single work session, with a preview that updates on your own phone at every change.
- 06Automating your own practice, stack and skill8 min
A scriptable call with no interface, lifecycle triggers and distilled memory form a stack that keeps working on its own, and a move repeated a third time deserves to become a named command.
- 07Making your site readable by AIs, citation and agentic navigation8 min
Being cited by a conversational assistant and being usable by a navigating agent are two distinct requirements, one plays out off the site on reliable mentions, the other plays out on the page itself.