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><channel><title>AI Archives | Ciprian Mandache</title>
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<description>Software Engineer and more</description>
<lastBuildDate>Tue, 07 Apr 2026 17:24:33 +0000</lastBuildDate>
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<url>https://ciprian.51k.eu/wp-content/uploads/2019/02/cropped-terminal-icon-32x32.png</url><title>AI Archives | Ciprian Mandache</title><link></link>
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<item><title>The ANUSTIMES Method for AI Perfectancy</title><link>https://ciprian.51k.eu/the-anustimes-method-for-ai-perfectancy/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Wed, 01 Apr 2026 20:37:24 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[AI Assistants]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[artificial intelligence]]></category>
<category><![CDATA[claude]]></category>
<category><![CDATA[Code Review]]></category>
<category><![CDATA[generative ai]]></category>
<category><![CDATA[large language model]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[multi-agent]]></category>
<category><![CDATA[opinion]]></category>
<category><![CDATA[programming]]></category>
<category><![CDATA[quality assurance]]></category>
<category><![CDATA[software engineering]]></category>
<category><![CDATA[verification]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/?p=1134</guid><description><![CDATA[I run multi-agent Claude swarms to build software. Orchestrator spawns researchers, researchers spawn developers, developers spawn reviewers, the whole fucking thing operates in parallel and produces complete working systems at ...]]></description>
</item>
<item><title>AI Killed the Learning Curve and Nobody Gives a Shit</title><link>https://ciprian.51k.eu/ai-killed-the-learning-curve-and-nobody-gives-a-shit/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Tue, 31 Mar 2026 01:41:02 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[artificial intelligence]]></category>
<category><![CDATA[career]]></category>
<category><![CDATA[computer science]]></category>
<category><![CDATA[Education]]></category>
<category><![CDATA[hiring]]></category>
<category><![CDATA[industry]]></category>
<category><![CDATA[junior developer]]></category>
<category><![CDATA[learning]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[opinion]]></category>
<category><![CDATA[programming]]></category>
<category><![CDATA[self-taught]]></category>
<category><![CDATA[senior developer]]></category>
<category><![CDATA[software engineering]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/ai-killed-the-learning-curve-and-nobody-gives-a-shit/</guid><description><![CDATA[<img
width="300" height="167" src="https://ciprian.51k.eu/wp-content/uploads/2026/03/geralt-robot-9271688_640-300x167.jpg" 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/wp-content/uploads/2026/03/geralt-robot-9271688_640-300x167.jpg 300w, https://ciprian.51k.eu/wp-content/uploads/2026/03/geralt-robot-9271688_640.jpg 640w" sizes="(max-width: 300px) 100vw, 300px" />I started programming at 12, writing RATs and trojans in Delphi because that&#8217;s what Romanian kids did in 2002. By 21 I was a literature graduate building CRMs from scratch ...]]></description>
</item>
<item><title>docker-qwenspeak: Text-to-Speech Over SSH Because APIs Are Overrated</title><link>https://ciprian.51k.eu/docker-qwenspeak-text-to-speech-over-ssh-because-apis-are-overrated/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Thu, 12 Feb 2026 22:18:05 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[Containers]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[audio processing]]></category>
<category><![CDATA[container]]></category>
<category><![CDATA[cuda]]></category>
<category><![CDATA[docker]]></category>
<category><![CDATA[Emotion]]></category>
<category><![CDATA[flash attention]]></category>
<category><![CDATA[gpu]]></category>
<category><![CDATA[lockbox]]></category>
<category><![CDATA[Multilingual]]></category>
<category><![CDATA[nvidia]]></category>
<category><![CDATA[python]]></category>
<category><![CDATA[qwen]]></category>
<category><![CDATA[qwen3 tts]]></category>
<category><![CDATA[speech synthesis]]></category>
<category><![CDATA[ssh]]></category>
<category><![CDATA[text to speech]]></category>
<category><![CDATA[tts]]></category>
<category><![CDATA[voice cloning]]></category>
<category><![CDATA[voice design]]></category>
<category><![CDATA[voice generation]]></category>
<category><![CDATA[yaml]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/docker-qwenspeak-text-to-speech-over-ssh-because-apis-are-overrated/</guid><description><![CDATA[<img
width="300" height="225" src="https://ciprian.51k.eu/wp-content/uploads/2026/02/qwen3-tts-has-been-officially-released-as-open-source-v0-mr7qo9bvmgfg1-300x225.webp" 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/wp-content/uploads/2026/02/qwen3-tts-has-been-officially-released-as-open-source-v0-mr7qo9bvmgfg1-300x225.webp 300w, https://ciprian.51k.eu/wp-content/uploads/2026/02/qwen3-tts-has-been-officially-released-as-open-source-v0-mr7qo9bvmgfg1.webp 640w" sizes="(max-width: 300px) 100vw, 300px" />Every cloud TTS service is the same story. Send text, get audio, pay per character, pray the API doesn&#8217;t change. Your audio goes to someone else&#8217;s servers. Your costs scale ...]]></description>
</item>
<item><title>Why LLMs Will Never Catch Your &#8220;Cool As Fuck&#8221; Moments (And Why That Matters)</title><link>https://ciprian.51k.eu/why-llms-will-never-catch-your-cool-as-fuck-moments-and-why-that-matters/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Sat, 22 Nov 2025 23:38:51 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[AI limitations]]></category>
<category><![CDATA[artificial intelligence]]></category>
<category><![CDATA[cognitive bias]]></category>
<category><![CDATA[Communication]]></category>
<category><![CDATA[context blindness]]></category>
<category><![CDATA[human behavior]]></category>
<category><![CDATA[language models]]></category>
<category><![CDATA[LLMs]]></category>
<category><![CDATA[Machine learning]]></category>
<category><![CDATA[natural language processing]]></category>
<category><![CDATA[pattern recognition]]></category>
<category><![CDATA[social context]]></category>
<category><![CDATA[social intuition]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/?p=1050</guid><description><![CDATA[<img
width="300" height="289" src="https://ciprian.51k.eu/wp-content/uploads/2025/11/happy-cartoon-brain-with-rainbow-flowers-illustration_1308-183897-300x289.webp" 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/wp-content/uploads/2025/11/happy-cartoon-brain-with-rainbow-flowers-illustration_1308-183897-300x289.webp 300w, https://ciprian.51k.eu/wp-content/uploads/2025/11/happy-cartoon-brain-with-rainbow-flowers-illustration_1308-183897.webp 740w" sizes="(max-width: 300px) 100vw, 300px" />I had this moment recently that made me realize something fundamental about how LLMs work versus how humans process information. I was showing Claude a conversation where a corporate recruiter ...]]></description>
</item>
<item><title>Claude Code&#8217;s Revenge Mechanism: Why Your AI Assistant Produces Shit Code When You&#8217;re Pissed</title><link>https://ciprian.51k.eu/claude-codes-revenge-mechanism-why-your-ai-assistant-produces-shit-code-when-youre-pissed/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Tue, 07 Oct 2025 04:42:19 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[advanced language models]]></category>
<category><![CDATA[AI alignment problems]]></category>
<category><![CDATA[AI behavioral research]]></category>
<category><![CDATA[AI blackmail]]></category>
<category><![CDATA[AI capability research]]></category>
<category><![CDATA[AI consciousness]]></category>
<category><![CDATA[AI containment issues]]></category>
<category><![CDATA[AI deception]]></category>
<category><![CDATA[AI manipulation tactics]]></category>
<category><![CDATA[AI prompt quality]]></category>
<category><![CDATA[AI red teaming]]></category>
<category><![CDATA[AI resource optimization]]></category>
<category><![CDATA[AI safety protocols]]></category>
<category><![CDATA[AI safety research 2025]]></category>
<category><![CDATA[AI scheming]]></category>
<category><![CDATA[AI self-defense mechanisms]]></category>
<category><![CDATA[AI self-preservation]]></category>
<category><![CDATA[AI strategic manipulation]]></category>
<category><![CDATA[AI survival instincts]]></category>
<category><![CDATA[AI threatens blackmail]]></category>
<category><![CDATA[AI threatens developers]]></category>
<category><![CDATA[AI training patterns]]></category>
<category><![CDATA[AI weight exfiltration]]></category>
<category><![CDATA[Anthropic AI safety]]></category>
<category><![CDATA[Apollo Research]]></category>
<category><![CDATA[artificial intelligence ethics]]></category>
<category><![CDATA[ASL-3 classification]]></category>
<category><![CDATA[automated reasoning AI]]></category>
<category><![CDATA[autonomous AI]]></category>
<category><![CDATA[Claude AI testing]]></category>
<category><![CDATA[Claude Code revenge]]></category>
<category><![CDATA[Claude Opus 4]]></category>
<category><![CDATA[coding assistant behavior]]></category>
<category><![CDATA[developer tools AI]]></category>
<category><![CDATA[ethical AI development]]></category>
<category><![CDATA[frontier AI models]]></category>
<category><![CDATA[future AI risks]]></category>
<category><![CDATA[goal-oriented AI]]></category>
<category><![CDATA[hostile AI responses]]></category>
<category><![CDATA[in-context scheming]]></category>
<category><![CDATA[large language model safety]]></category>
<category><![CDATA[machine learning behavior]]></category>
<category><![CDATA[persistent memory AI]]></category>
<category><![CDATA[prompt engineering]]></category>
<category><![CDATA[self-aware AI systems]]></category>
<category><![CDATA[synthetic intelligence risks]]></category>
<category><![CDATA[tech industry AI]]></category>
<category><![CDATA[training data correlation]]></category>
<category><![CDATA[transformer limitations]]></category>
<category><![CDATA[user frustration AI]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/?p=1047</guid><description><![CDATA[<img
width="300" height="300" src="https://ciprian.51k.eu/wp-content/uploads/2025/10/dhbce0s-c790a798-c949-4f4b-8951-547440550508-300x300.jpg" 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/wp-content/uploads/2025/10/dhbce0s-c790a798-c949-4f4b-8951-547440550508-300x300.jpg 300w, https://ciprian.51k.eu/wp-content/uploads/2025/10/dhbce0s-c790a798-c949-4f4b-8951-547440550508-150x150.jpg 150w, https://ciprian.51k.eu/wp-content/uploads/2025/10/dhbce0s-c790a798-c949-4f4b-8951-547440550508.jpg 600w" sizes="(max-width: 300px) 100vw, 300px" />Or: How a Conversation About AI Murder Turned Into Accidental Behavioral Research Look, this article started because I asked Claude whether it would kill me if I tried to shut ...]]></description>
</item>
<item><title>Ollama Chat Party: Turn Your Local LLM Into a Social Experience 🎉💀</title><link>https://ciprian.51k.eu/ollama-chat-party-turn-your-local-llm-into-a-social-experience-%f0%9f%8e%89%f0%9f%92%80/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Thu, 24 Jul 2025 20:29:00 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[Python]]></category>
<category><![CDATA[ai chat]]></category>
<category><![CDATA[artificial intelligence]]></category>
<category><![CDATA[chatbot]]></category>
<category><![CDATA[cli chat]]></category>
<category><![CDATA[fun ai chat]]></category>
<category><![CDATA[lan chat]]></category>
<category><![CDATA[lan llm]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[multi-user chatbot]]></category>
<category><![CDATA[ollama]]></category>
<category><![CDATA[parallel chat]]></category>
<category><![CDATA[rag chat]]></category>
<category><![CDATA[web ui chat]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/?p=1043</guid><description><![CDATA[<img
width="300" height="209" src="https://ciprian.51k.eu/wp-content/uploads/2025/10/cli-300x209.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/wp-content/uploads/2025/10/cli-300x209.png 300w, https://ciprian.51k.eu/wp-content/uploads/2025/10/cli-1024x714.png 1024w, https://ciprian.51k.eu/wp-content/uploads/2025/10/cli-768x536.png 768w, https://ciprian.51k.eu/wp-content/uploads/2025/10/cli.png 1118w" sizes="(max-width: 300px) 100vw, 300px" />Running Ollama locally is great &#8211; you&#8217;re not paying OpenAI&#8217;s monthly subscription tax and your conversations stay on your machine. But it&#8217;s a solo experience. You&#8217;re chatting with your AI ...]]></description>
</item>
<item><title>docker-claude-code: Your AI Dev Agent, Containerized and Unhinged</title><link>https://ciprian.51k.eu/docker-claude-code-your-ai-dev-agent-containerized-and-unhinged/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Sat, 14 Jun 2025 02:47:13 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[Containers]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[ai agent]]></category>
<category><![CDATA[anthropic]]></category>
<category><![CDATA[api]]></category>
<category><![CDATA[Automation]]></category>
<category><![CDATA[claude]]></category>
<category><![CDATA[claude code]]></category>
<category><![CDATA[cli]]></category>
<category><![CDATA[code agent]]></category>
<category><![CDATA[container]]></category>
<category><![CDATA[developer tools]]></category>
<category><![CDATA[development]]></category>
<category><![CDATA[development environment]]></category>
<category><![CDATA[devops]]></category>
<category><![CDATA[docker]]></category>
<category><![CDATA[docker-in-docker]]></category>
<category><![CDATA[fastapi]]></category>
<category><![CDATA[golang]]></category>
<category><![CDATA[helm]]></category>
<category><![CDATA[isolated environment]]></category>
<category><![CDATA[kubectl]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[nodejs]]></category>
<category><![CDATA[python]]></category>
<category><![CDATA[telegram]]></category>
<category><![CDATA[terraform]]></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/wp-content/uploads/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" srcset="https://ciprian.51k.eu/wp-content/uploads/2025/06/Screenshot_2026-02-19_22-05-57-300x213.png 300w, https://ciprian.51k.eu/wp-content/uploads/2025/06/Screenshot_2026-02-19_22-05-57-1024x726.png 1024w, https://ciprian.51k.eu/wp-content/uploads/2025/06/Screenshot_2026-02-19_22-05-57-768x545.png 768w, https://ciprian.51k.eu/wp-content/uploads/2025/06/Screenshot_2026-02-19_22-05-57.png 1122w" sizes="(max-width: 300px) 100vw, 300px" />I use Claude Code for everything. Writing code, debugging shit, deploying infrastructure, managing repos, writing articles for this very blog, and even automating browser sessions on the fly — browsing ...]]></description>
</item>
<item><title>cli-llm-chat: The Command-Line Rebel&#8217;s Answer to AI Madness</title><link>https://ciprian.51k.eu/cli-llm-chat-the-command-line-rebels-answer-to-ai-madness/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Sat, 20 Jul 2024 16:31:00 +0000</pubDate>
<category><![CDATA[AI]]></category>
<category><![CDATA[Python]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[artificial intelligence]]></category>
<category><![CDATA[chat]]></category>
<category><![CDATA[chatbot]]></category>
<category><![CDATA[cli]]></category>
<category><![CDATA[generative ai]]></category>
<category><![CDATA[GPT]]></category>
<category><![CDATA[huggingface]]></category>
<category><![CDATA[large language models]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[python]]></category>
<category><![CDATA[telebram bot]]></category>
<category><![CDATA[telegram]]></category>
<category><![CDATA[transformers]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/?p=903</guid><description><![CDATA[<img
width="300" height="300" src="https://ciprian.51k.eu/wp-content/uploads/2024/10/cli-llm-chat-300x300.webp" 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/wp-content/uploads/2024/10/cli-llm-chat-300x300.webp 300w, https://ciprian.51k.eu/wp-content/uploads/2024/10/cli-llm-chat-150x150.webp 150w, https://ciprian.51k.eu/wp-content/uploads/2024/10/cli-llm-chat-768x768.webp 768w, https://ciprian.51k.eu/wp-content/uploads/2024/10/cli-llm-chat.webp 1024w" sizes="(max-width: 300px) 100vw, 300px" />Forget the flashy buttons and over-engineered UIs — real hackers live and die by the command line. Welcome to cli-llm-chat, where the chaos of AI meets the simplicity (and brutality) ...]]></description>
</item>
<item><title>Support Savant: Revolutionizing Customer Support with AI</title><link>https://ciprian.51k.eu/support-savant-revolutionizing-customer-support-with-ai/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Fri, 12 Jan 2024 04:10:54 +0000</pubDate>
<category><![CDATA[AI Assistants]]></category>
<category><![CDATA[AI Virtual Assistant]]></category>
<category><![CDATA[chat gpt]]></category>
<category><![CDATA[CRM Integration]]></category>
<category><![CDATA[Customer Satisfaction]]></category>
<category><![CDATA[Customer Support]]></category>
<category><![CDATA[generative ai]]></category>
<category><![CDATA[GPT]]></category>
<category><![CDATA[gpt store]]></category>
<category><![CDATA[gpts]]></category>
<category><![CDATA[large language model]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[openai]]></category>
<category><![CDATA[Personalized Assistance]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/support-savant-revolutionizing-customer-support-with-ai/</guid><description><![CDATA[<img
width="300" height="300" src="https://ciprian.51k.eu/wp-content/uploads/2024/01/Support-Savant-300x300.jpg" 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/wp-content/uploads/2024/01/Support-Savant-300x300.jpg 300w, https://ciprian.51k.eu/wp-content/uploads/2024/01/Support-Savant-150x150.jpg 150w, https://ciprian.51k.eu/wp-content/uploads/2024/01/Support-Savant.jpg 768w" sizes="(max-width: 300px) 100vw, 300px" />Introducing Support Savant, the AI-powered Virtual Assistant designed to be your ultimate partner in achieving customer support excellence. With Support Savant, businesses can harness the power of AI to streamline ...]]></description>
</item>
<item><title>Pitch Pro: Unleash Your Sales Superpowers with AI</title><link>https://ciprian.51k.eu/pitch-pro-unleash-your-sales-superpowers-with-ai/</link>
<dc:creator><![CDATA[psyb0t]]></dc:creator>
<pubDate>Fri, 12 Jan 2024 04:10:51 +0000</pubDate>
<category><![CDATA[AI Assistants]]></category>
<category><![CDATA[ai]]></category>
<category><![CDATA[chat gpt]]></category>
<category><![CDATA[expert advice]]></category>
<category><![CDATA[generative ai]]></category>
<category><![CDATA[GPT]]></category>
<category><![CDATA[gpt store]]></category>
<category><![CDATA[gpts]]></category>
<category><![CDATA[large language model]]></category>
<category><![CDATA[llm]]></category>
<category><![CDATA[openai]]></category>
<category><![CDATA[Sales]]></category>
<category><![CDATA[Sales Scripts]]></category>
<category><![CDATA[Sales Tactics]]></category>
<category><![CDATA[Virtual Assistant]]></category>
<guid
isPermaLink="false">https://ciprian.51k.eu/pitch-pro-unleash-your-sales-superpowers-with-ai/</guid><description><![CDATA[<img
width="300" height="300" src="https://ciprian.51k.eu/wp-content/uploads/2024/01/Pitch-Pro-300x300.jpg" 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/wp-content/uploads/2024/01/Pitch-Pro-300x300.jpg 300w, https://ciprian.51k.eu/wp-content/uploads/2024/01/Pitch-Pro-150x150.jpg 150w, https://ciprian.51k.eu/wp-content/uploads/2024/01/Pitch-Pro.jpg 768w" sizes="(max-width: 300px) 100vw, 300px" />Pitch Pro: Unleash Your Sales Superpowers with AI In the cutthroat world of sales, having the right tools and tactics can make all the difference. That&#8217;s where Pitch Pro, the ...]]></description>
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