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<item><title>decidealot: Stop Making a Chatbot Write an Essay When You Needed a Fucking Yes or No</title><link>https://ciprian.51k.eu/decidealot-stop-making-a-chatbot-write-an-essay-when-you-needed-a-yes-or-no/</link>
<dc:creator><![CDATA[Ciprian Mandache]]></dc:creator>
<pubDate>Wed, 23 Sep 2026 23:12:51 +0000</pubDate>
<category><![CDATA[AI Tooling]]></category>
<category><![CDATA[Containers]]></category>
<category><![CDATA[Python]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[ai agent]]></category>
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<category><![CDATA[classification]]></category>
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<category><![CDATA[cuda]]></category>
<category><![CDATA[decidealot]]></category>
<category><![CDATA[decision model]]></category>
<category><![CDATA[docker]]></category>
<category><![CDATA[fastapi]]></category>
<category><![CDATA[gpu]]></category>
<category><![CDATA[huggingface]]></category>
<category><![CDATA[jev]]></category>
<category><![CDATA[jev alternative]]></category>
<category><![CDATA[laya]]></category>
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<category><![CDATA[local ai]]></category>
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<category><![CDATA[python]]></category>
<category><![CDATA[pytorch]]></category>
<category><![CDATA[rest api]]></category>
<category><![CDATA[self-hosted]]></category>
<category><![CDATA[structured output]]></category>
<category><![CDATA[system one]]></category>
<category><![CDATA[system one model]]></category>
<category><![CDATA[typesafe]]></category>
<category><![CDATA[typesafe ai]]></category>
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<guid
isPermaLink="false">https://ciprian.51k.eu/decidealot-stop-making-a-chatbot-write-an-essay-when-you-needed-a-yes-or-no/</guid><description><![CDATA[<img
width="300" height="150" src="https://ciprian.51k.eu/upld/2026/09/decidealot-robot-3-300x150.png" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://ciprian.51k.eu/upld/2026/09/decidealot-robot-3-300x150.png 300w, https://ciprian.51k.eu/upld/2026/09/decidealot-robot-3-768x384.png 768w, https://ciprian.51k.eu/upld/2026/09/decidealot-robot-3-600x300.png 600w, https://ciprian.51k.eu/upld/2026/09/decidealot-robot-3.png 1024w" sizes="(max-width: 300px) 100vw, 300px" />TypeSafe dropped Jev and my whole feed lost its shit over it. They call it a System One model: you hand it messy state plus a few typed questions, and ...]]></description>
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<item><title>elelem: Say It Out Loud, You&#8217;ll Get It</title><link>https://ciprian.51k.eu/elelem-say-it-out-loud-youll-get-it/</link>
<dc:creator><![CDATA[Ciprian Mandache]]></dc:creator>
<pubDate>Tue, 04 Aug 2026 23:53:53 +0000</pubDate>
<category><![CDATA[AI Tooling]]></category>
<category><![CDATA[Golang]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[anthropic]]></category>
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<category><![CDATA[elelem]]></category>
<category><![CDATA[Go programming language]]></category>
<category><![CDATA[golang]]></category>
<category><![CDATA[library]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[Open Source]]></category>
<category><![CDATA[openai]]></category>
<category><![CDATA[package]]></category>
<category><![CDATA[queue]]></category>
<category><![CDATA[streaming]]></category>
<category><![CDATA[structured output]]></category>
<category><![CDATA[tokenizer]]></category>
<category><![CDATA[tool calling]]></category>
<category><![CDATA[z.ai]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/elelem-say-it-out-loud-youll-get-it/</guid><description><![CDATA[<img
width="300" height="150" src="https://ciprian.51k.eu/upld/2026/08/elelem-300x150.png" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://ciprian.51k.eu/upld/2026/08/elelem-300x150.png 300w, https://ciprian.51k.eu/upld/2026/08/elelem-768x384.png 768w, https://ciprian.51k.eu/upld/2026/08/elelem-600x300.png 600w, https://ciprian.51k.eu/upld/2026/08/elelem.png 1024w" sizes="(max-width: 300px) 100vw, 300px" />The moment that decides what kind of library you&#8217;re writing is the one where a human has to approve a tool call. Everything is lovely right up until then. The ...]]></description>
</item>
<item><title>claudebox: Claude Code in Docker, Now With Seven Ways to Break Your Production Server</title><link>https://ciprian.51k.eu/docker-claude-code-your-ai-dev-agent-containerized-and-unhinged/</link>
<dc:creator><![CDATA[Ciprian Mandache]]></dc:creator>
<pubDate>Sat, 14 Jun 2025 02:47:13 +0000</pubDate>
<category><![CDATA[AI Agents]]></category>
<category><![CDATA[Bash]]></category>
<category><![CDATA[Containers]]></category>
<category><![CDATA[Python]]></category>
<category><![CDATA[agentic coding]]></category>
<category><![CDATA[ai agent]]></category>
<category><![CDATA[ai skill]]></category>
<category><![CDATA[aicodebox]]></category>
<category><![CDATA[anthropic]]></category>
<category><![CDATA[api]]></category>
<category><![CDATA[Automation]]></category>
<category><![CDATA[claude code]]></category>
<category><![CDATA[claudebox]]></category>
<category><![CDATA[clawhub]]></category>
<category><![CDATA[container]]></category>
<category><![CDATA[cron]]></category>
<category><![CDATA[developer tools]]></category>
<category><![CDATA[docker]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[mcp]]></category>
<category><![CDATA[openai compatible]]></category>
<category><![CDATA[openclaw]]></category>
<category><![CDATA[structured output]]></category>
<category><![CDATA[telegram]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/docker-claude-code-your-ai-dev-agent-containerized-and-unhinged/</guid><description><![CDATA[<img
width="300" height="213" src="https://ciprian.51k.eu/upld/2025/06/Screenshot_2026-02-19_22-05-57-300x213.png" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" fetchpriority="high" srcset="https://ciprian.51k.eu/upld/2025/06/Screenshot_2026-02-19_22-05-57-300x213.png 300w, https://ciprian.51k.eu/upld/2025/06/Screenshot_2026-02-19_22-05-57-1024x726.png 1024w, https://ciprian.51k.eu/upld/2025/06/Screenshot_2026-02-19_22-05-57-768x545.png 768w, https://ciprian.51k.eu/upld/2025/06/Screenshot_2026-02-19_22-05-57.png 1122w" sizes="(max-width: 300px) 100vw, 300px" />Heads up — this post has been superseded. As of v2.0.0, claudebox is a thin child image of aicodebox — the agent-agnostic base that now owns every surface described below. ...]]></description>
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