Choose an example

These examples bring together the techniques taught earlier in the guide. Choose a small project to practise one idea, or a larger case study to see how agents, environments, language models and HTTP services fit together.

Collection	Start here	Then explore
ASTRA examples	Hello World and Thermostat	Cooperation, election protocols, Java modules and interfaces
Coordination without LLMs	Book trading over ANP or A2A	Allocation, auctions, blackboards, workflows, callbacks, negotiation, commitments and planning
LLM examples	Downloadable reasoning agents	Pipelines, tool use and A2A services; larger model-driven applications
MAMS examples	Items, collections and HTTP clients	Delivery coordination, custom resources, first-price auctions and semantic building management

The teaching chapters also contain short examples beside the explanation. This section collects complete projects and application case studies so you can choose a next step without searching each chapter.

Use a project with its walkthrough

Read the project’s setup instructions before running it, then identify the agent that starts the application and the resources or messages it produces. Make a small change and observe both the agent output and the application result.

The downloadable MAMS projects use the guide’s current ASTRA and MAMS versions and are covered by its automated checks. External repositories have their own dependencies and prerequisites. Their entries explain the versions inspected and distinguish source review from tested execution; an older case study is not automatically a drop-in project for the current libraries.