+- Hack Forums (https://hackforums.net)
+-- Forum: Hacks, Exploits, and Various Discussions (https://hackforums.net/forumdisplay.php?fid=45)
+--- Forum: Grayhat • Purple Team • Hybrid Security (https://hackforums.net/forumdisplay.php?fid=449)
+---- Forum: Beginner Hacking (https://hackforums.net/forumdisplay.php?fid=4)
+---- Thread: The Fastest Way to Prototype Agents: Declare the What, Let ADK Run the How (/showthread.php?tid=6319883)
The Fastest Way to Prototype Agents: Declare the What, Let ADK Run the How - Stanley - Feb 15, 2026
[b]The Fastest Way to Prototype Agents: Declare the “What,” Let ADK Run the “How?/b]
The complexity of imperative coding is currently a major bottleneck in deploying AI agents. This article introduces Ackgent, a production-ready starter kit that leverages the new Agent Config feature in Google ADK (v1.12.0+) to shift development toward a declarative paradigm. Instead of writing intricate Python boilerplate for execution and state management, developers can now define agent behaviors, tools, and multi-agent orchestration using simple YAML files. By combining this approach with modern tooling like uv and just, Ackgent offers a faster, more accessible path to building scalable agents on Google Cloud Run, paving the way for a future where agent creation is accessible to non-technical builders.
https://hackernoon.com/the-fastest-way-to-prototype-agents-declare-the-what-let-adk-run-the-how?source=rss