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N-gated Hacker News<p>🤖🚀 Ah yes, because nothing says "simple" like melding Apache Airflow and LLM workflows with a side of AI Agents. Just what every developer dreams of: wrestling with Pydantic AI while pretending to control the automation beast. 🛠️✨<br><a href="https://github.com/astronomer/airflow-ai-sdk" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/astronomer/airflow-</span><span class="invisible">ai-sdk</span></a> <a href="https://mastodon.social/tags/ApacheAirflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ApacheAirflow</span></a> <a href="https://mastodon.social/tags/LLMworkflows" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMworkflows</span></a> <a href="https://mastodon.social/tags/AIAgents" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIAgents</span></a> <a href="https://mastodon.social/tags/PydanticAutomation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PydanticAutomation</span></a> <a href="https://mastodon.social/tags/DeveloperDreams" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DeveloperDreams</span></a> <a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/ngated" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ngated</span></a></p>
LavX News<p>Streamline Your LLM Workflows with Python's Shelve: A Persistent Key-Value Store</p><p>In the fast-paced realm of AI and machine learning, efficiency is key. Discover how Python's built-in shelve module can simplify your debugging process with large language models (LLMs) by providing a...</p><p><a href="https://news.lavx.hu/article/streamline-your-llm-workflows-with-python-s-shelve-a-persistent-key-value-store" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">news.lavx.hu/article/streamlin</span><span class="invisible">e-your-llm-workflows-with-python-s-shelve-a-persistent-key-value-store</span></a></p><p><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>news</span></a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a> <a href="https://mastodon.cloud/tags/PythonShelve" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PythonShelve</span></a> <a href="https://mastodon.cloud/tags/LLMWorkflows" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMWorkflows</span></a> <a href="https://mastodon.cloud/tags/PersistentStorage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PersistentStorage</span></a></p>