AION 2 is our proprietary C++ framework for building AI-powered applications at native speed. Available as a subscription, it gives you multi-agent orchestration, retrieval-augmented reasoning, and tool-use routing — all implemented in modern C++ with zero-overhead abstractions and deterministic memory management. This course teaches you how to build production systems on top of it.
AION 2Advanced is for C++ developers who already know the language well and want to ship AI applications that run at the performance ceiling. The first half covers the framework’s agent layer — how to decompose a complex task into cooperating agents, manage shared context through lock-free message passing, handle partial failures without leaking resources, and evaluate the whole pipeline with the built-in benchmarking harness.
The second half goes deep on AION 2’s retrieval stack: SIMD-accelerated embedding search, memory-mapped index shards for datasets that exceed RAM, hybrid dense/sparse retrieval with compile-time dispatch, and the evaluation framework that measures recall, latency and memory pressure in a single profiling pass. Every module builds on a running project — a document-grounded research assistant compiled to a single statically-linked binary.
The final section covers tool use at scale within the framework: type-safe function-call contracts via C++ concepts, sandboxed execution with seccomp-bpf, latency budgets enforced at the scheduler level, and the observability layer AION 2 provides — structured tracing with zero-allocation hot paths, exportable to OpenTelemetry.