Updates

Last updated: July 31, 2026

See what has been added and improved across the AI Agent Camp course. Check here for new learning material and recently updated modules.

Feature update

Build your own learning plan on the web

Answer six questions and AI lays out a week-by-week plan matched to your goal and the time you have. It tells you which of the 62 chapters to read and in what order, so you never have to guess where to start. The same feature as the desktop app, now in the browser.

Video content

47 chapter-by-chapter video lessons are now live

Every module in Foundation 1-15 now has video lessons wired in at the chapter level, so you can follow the steps on a real screen with narration instead of piecing them together from text and slides. We also added 5 module intro videos and reviewed pronunciation, subtitles, and visual quality across the videos already published.

New module

Eight new Foundation modules: token management, planning, parallel execution, MCP and more

These cover the questions that come up right after you get things running: saving tokens and managing cost in Claude Code, planning with ultraplan, orchestrating work with Dynamic Workflows, scheduling with /loop, connecting external tools over MCP, organizing files so an agent can find them, measuring agent behavior, and assessing whether a task can be delegated to AI at all.

Content update

"Skill / Commands development" expanded into a full module

Beyond what to write in SKILL.md and how to combine Skills with Commands, it now covers how a Skill enters the context window and what happens before a Skill runs a script. There is a walkthrough that takes the official pptx Skill apart, plus an exercise for building your own skill with Skill Creator.

Related modules

Exercise

Four new hands-on exercises

Build the same workflow diagram four different ways and compare, run several sessions at once, take a piece of research all the way to a verified proposal deck, and split responsibilities across Commands, Skills, and SubAgents.

Quality improvement

Quality review completed for all 47 modules

We reviewed every course module for accuracy, clarity, and consistency. Each item was checked against a fact-verification standard so you can learn from material that is dependable and easy to follow.

New module

Module 20: freee integration is now available

Nine new sections now cover freee MCP authentication, transactions, account items, invoice operations, and a hands-on exercise.

Related modules

Exercise

Major expansion of exercises and prompt examples

We added hands-on exercises and ready-to-copy prompt examples to Foundation and advanced modules. This update includes material scheduled to appear shortly.

Feature update

The desktop app now builds a personalized learning curriculum (v1.1.1)

It lays out a week-by-week plan from your goals and available time. You can now pick which weeks and days you study, with reminder emails and direct links to the material. Curricula can be generated in Japanese, English, or Spanish.

Changelog | AI Agent Camp