Unit 10 · React safely to live events

Give events one safe front door

You publish normalized events into an inbox where policies authenticate, authorize, retry, dead-letter, and route them. Source callbacks never call a model directly.

AxEventRuntime10 focused minutesNot started

Worked example

See the idea in context

runtime.register_target(std::move(target)).add_source(source).start();
if(!changed.wait_for(lock,std::chrono::seconds(60),[&]{return complete;}))throw std::runtime_error("Timed out waiting for an MCP resource notification");

Run itIn your own project

include(FetchContent)
FetchContent_Declare(axllm GIT_REPOSITORY https://github.com/ax-llm/ax GIT_TAG main SOURCE_SUBDIR packages/cpp)
FetchContent_MakeAvailable(axllm)
target_link_libraries(your_app PRIVATE axllm::axllm)

#include <axllm/axllm.hpp>

auto llm = axllm::ai("openai", axllm::object({{"apiKey", std::getenv("OPENAI_API_KEY")}}));
auto classify = axllm::ax("review:string -> sentiment:class \"positive, negative, neutral\"");

Set OPENAI_APIKEY in your environment before running provider-backed code.

In the ax repo

From a clone of the ax repo:

npm run example -- cpp src/examples/cpp/mcp/resource_wake_agent.cpp

Active practice

Show that you can use it

Answer 2 in a row to learn this · attempt 1

Keep exploring

See the idea in context

Show that you can use it

Source-backed follow-up