Add ARA — Agent Runtime Architecture (Artificial Intelligence)

[xmor]

Adds ARA to the Artificial Intelligence section: a Java 21 framework for autonomous AI agents and multi-agent systems — LLM integration, tool calling, deterministic I/O contracts, execution strategies (ReAct, ReSpAct, ReflAct, Reflexion), RAG, multi-agent pipelines and human-in-the-loop.

• Apache-2.0 license
• Published on Maven Central (io.github.xmor:ara-\*) with documentation and runnable examples
• Actively maintained (latest commit today)

---

Summary by cubic

Adds ARA to the Artificial Intelligence section of the README, bringing the project count from 15 to 16. ARA is a Java 21 framework for autonomous AI agents and multi-agent systems, covering LLM integration, tool calling, RAG, human-in-the-loop, and execution strategies such as ReAct and Reflexion.

^{Written for commit 4404db0. Summary will update on new commits.}

[cubic-dev-ai]

1 issue found across 1 file

Prompt for AI agents (unresolved issues)

Check if these issues are valid — if so, understand the root cause of each and fix them. If appropriate, use sub-agents to investigate and fix each issue separately.


<file name="README.md">

<violation number="1" location="README.md:45">
P2: The ARA entry was added to README.md but not to README_SOURCE.md, which is the file the generator reads. README.md is auto-generated and the header explicitly says to edit README_SOURCE.md instead, so the next regeneration of README.md will drop the ARA entry and revert the project count to 15. Move the same entry into the Artificial Intelligence section of README_SOURCE.md rather than editing README.md directly.</violation>
</file>

<sub>Reply with feedback, questions, or to request a fix.

Re-trigger cubic</sub>

[cubic-dev-ai]

P2: The ARA entry was added to README.md but not to README_SOURCE.md, which is the file the generator reads. README.md is auto-generated and the header explicitly says to edit README_SOURCE.md instead, so the next regeneration of README.md will drop the ARA entry and revert the project count to 15. Move the same entry into the Artificial Intelligence section of README_SOURCE.md rather than editing README.md directly.

Prompt for AI agents

Check if this issue is valid — if so, understand the root cause and fix it. At README.md, line 45:

<comment>The ARA entry was added to README.md but not to README_SOURCE.md, which is the file the generator reads. README.md is auto-generated and the header explicitly says to edit README_SOURCE.md instead, so the next regeneration of README.md will drop the ARA entry and revert the project count to 15. Move the same entry into the Artificial Intelligence section of README_SOURCE.md rather than editing README.md directly.</comment>

<file context>
@@ -42,6 +42,8 @@ _Frameworks for building applications with AI, agents and knowledge-based system
 
 > **[Anahata ASI](https://github.com/anahata-os/anahata-asi)** <kbd>★ 26</kbd> <kbd>Apache-2.0</kbd> 🟢<br>Java agent container with local LLM adapters, stateful tool execution, context management and IDE integration.
 
+> **[ARA](https://github.com/xmor/ara)** <kbd>★ 3</kbd> <kbd>Apache-2.0</kbd> 🟢<br>Java 21 framework for autonomous AI agents and multi-agent systems, with LLM integration, tool calling, deterministic I/O contracts, RAG, human-in-the-loop and execution strategies (ReAct, ReSpAct, ReflAct, Reflexion).
+
 > **[Dokimos](https://github.com/dokimos-dev/dokimos)** <kbd>★ 52</kbd> <kbd>MIT</kbd> 🟢<br>Evaluation framework for LLM and AI-agent applications that scores responses, validates tool calls and execution traces, and catches quality regressions in CI.
</file context>