- Weekend 1 – Resolution Tracker: Build a live web app to track your progress through the ten-week program. Deliverables: checkboxes, notes and a progress bar.
- Weekend 2 – Model Mapping Project: Create a model topography sheet and AI rules-of-thumb document by testing multiple AI models for different tasks.
- Weekend 3 – Deep Research Sprint: Conduct a deep research exercise on a real decision and produce a two-page brief with actionable recommendations.
- Weekend 4 – Analysis Project: Clean a dataset and write a one-page insights memo, using AI to automate cleaning and analysis.
- Weekend 5 – Visual Reasoning Project: Produce an infographic or visual explainer that communicates complex ideas using AI.
- Weekend 6 – Information Pipeline: Build a reusable workflow that transforms raw information into polished outputs like summaries, FAQs and presentations.
- Weekend 7 – First Automation: Build a working automation system that distributes content with triggers, actions, logging and documentation.
- Weekend 8 – Second Automation: Design a productivity automation that manages inputs such as emails, tasks or calendar events plus a follow-up tracker.
- Weekend 9 – Context Engineering Project: Develop a structured context system and a Professional Context Document to streamline AI interactions.
- Weekend 10 – AI‑Powered Build: Build a working application where AI is a core feature, such as a chatbot, voice agent or other AI tool.
- Bonus Weekend – Agent Exploration: Evaluate AI agents across tasks and produce an Agent Scorecard and identified use cases.
Matthew Lesseg media 