<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Mindstone Blog: Built Different]]></title><description><![CDATA[Mindstone's tech blog. Inside the experiments, decisions, and post-mortems of the product engineers building differently with AI.]]></description><link>https://blog.mindstone.com/s/built-different</link><image><url>https://substackcdn.com/image/fetch/$s_!Hyb4!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5d7e0e4f-4248-403a-b992-f6532ef60c26_1280x1280.png</url><title>Mindstone Blog: Built Different</title><link>https://blog.mindstone.com/s/built-different</link></image><generator>Substack</generator><lastBuildDate>Tue, 26 May 2026 13:17:49 GMT</lastBuildDate><atom:link href="https://blog.mindstone.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Mindstone]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[mindstoneai@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[mindstoneai@substack.com]]></itunes:email><itunes:name><![CDATA[Mindstone]]></itunes:name></itunes:owner><itunes:author><![CDATA[Mindstone]]></itunes:author><googleplay:owner><![CDATA[mindstoneai@substack.com]]></googleplay:owner><googleplay:email><![CDATA[mindstoneai@substack.com]]></googleplay:email><googleplay:author><![CDATA[Mindstone]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes]]></title><description><![CDATA[In the pressure cooker of a major IT meltdown, every decision feels like life or death.]]></description><link>https://blog.mindstone.com/p/step-into-the-fire-how-ai-powered-simulations-are-forging-unbreakable-it-heroes</link><guid isPermaLink="false">https://blog.mindstone.com/p/step-into-the-fire-how-ai-powered-simulations-are-forging-unbreakable-it-heroes</guid><dc:creator><![CDATA[Mindstone]]></dc:creator><pubDate>Sat, 13 Apr 2024 13:54:28 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/b1c849e9-5ea7-4fff-8a37-2c97db473dff_2000x1333.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!0pCd!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!0pCd!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 424w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 848w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!0pCd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" title="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" srcset="https://substackcdn.com/image/fetch/$s_!0pCd!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 424w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 848w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!0pCd!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F51746776-60b9-474a-a132-644cadc09828_2000x1333.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a><p>In the pressure cooker of a major IT meltdown, every decision feels like life or death. The margin between catastrophe and control? Training. In <a href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com">this pulse-pounding talk</a>, Uptime Labs mastermind Joe Mckevitt unveils how his team is harnessing AI to forge cool-headed crisis commanders through hyper-realistic, interactive incident simulations.</p><p>Ripping a page from the playbooks of pilots and firefighters, Uptime Labs has constructed a virtual crucible where IT responders are baptized by fire. Fueled by cutting-edge language models, learners are dropped into a meticulously simulated company, complete with living, breathing Slack channels and AI-powered characters with all-too-human quirks. Here, they must detect the smoke of disaster, rally virtual teams to douse the flames, and emerge victorious - or watch it all burn down.</p><p>With a technical deep-dive that feels like a thrilling heist, Joe reveals the AI alchemy animating these uncannily immersive worlds. From parsing intent to spinning up sprawling webs of memory across scores of characters, you'll see the breakthroughs breaking down the barriers between simulation and reality.</p><p>But brace yourself for the main event: a live demo that packs the emotional punch of a Hollywood blockbuster into five unforgettable minutes. You'll feel the heat of the spotlight, the rush of adrenaline, the sweet relief of disaster narrowly diverted.</p><p>Yet even as the smoke clears, Joe has his eyes on the horizon. A world where video and audio blur the seams of illusion, where bias is hunted down and eradicated, where each drill dials up the intensity until unshakable confidence is forged. Where trauma-tempered veterans are minted without the scars.</p><p>If you're a first responder in the digital trenches, a crafter of mind-bending learning experiences, or simply electrified by the transformative might of AI, this is your call to adventure. <a href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com">Step into the fire</a> and witness the future of crisis response - and the power of AI to reforge reality - in this unforgettable odyssey.</p><div class="captioned-image-container"><figure><p><a href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com">Revolutionizing L&amp;D in IT Crisis Response using immersive AI - Joe Mckevitt | Mindstone</a></p><figcaption class="image-caption"><a href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com">IntroductionSo hello, everyone. I&#8217;m Joe from Uptime Labs. Thanks, Josh, for the invite for the live demo tonight.Tonight, I&#8217;ll go through really the takeaways.</a></figcaption></figure></div><a class="image-link image2" target="_blank" href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!YJRN!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!YJRN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/e564c936-c057-4822-808e-6e3314781a80_48x48.svg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" title="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" srcset="https://substackcdn.com/image/fetch/$s_!YJRN!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!YJRN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe564c936-c057-4822-808e-6e3314781a80_48x48.svg 1456w" sizes="100vw"></picture><div></div></div></a><p><a href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com">Mindstone</a></p><a class="image-link image2" target="_blank" href="https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Q-QC!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 424w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 848w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 1272w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Q-QC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_AfsXzkhsXUFfl9fpjd?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" title="Step Into the Fire: How AI-Powered Simulations Are Forging Unbreakable IT Heroes" srcset="https://substackcdn.com/image/fetch/$s_!Q-QC!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 424w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 848w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 1272w, https://substackcdn.com/image/fetch/$s_!Q-QC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9bf17543-8edc-4347-a613-be69ed6631e0_2844x1592.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a>]]></content:encoded></item><item><title><![CDATA[Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds]]></title><description><![CDATA[In the age of privacy and compliance, open-source AI isn't just an alternative - it's an imperative.]]></description><link>https://blog.mindstone.com/p/unleashing-the-power-of-private-ai-building-an-open-source-chatgpt-clone-that-beats-the-odds</link><guid isPermaLink="false">https://blog.mindstone.com/p/unleashing-the-power-of-private-ai-building-an-open-source-chatgpt-clone-that-beats-the-odds</guid><dc:creator><![CDATA[Mindstone]]></dc:creator><pubDate>Sat, 13 Apr 2024 13:48:54 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/73b02d83-27b7-4c46-a05c-f3be1c2d98db_2000x1333.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!JysT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!JysT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 424w, https://substackcdn.com/image/fetch/$s_!JysT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 848w, https://substackcdn.com/image/fetch/$s_!JysT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!JysT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!JysT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" title="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" srcset="https://substackcdn.com/image/fetch/$s_!JysT!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 424w, https://substackcdn.com/image/fetch/$s_!JysT!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 848w, https://substackcdn.com/image/fetch/$s_!JysT!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!JysT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd9758bb6-479e-4de0-a021-3d379f20f319_2000x1333.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a><p>In the age of privacy and compliance, open-source AI isn't just an alternative - it's an imperative. In <a href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com">this code-level expedition</a>, AI infrastructure trailblazer Paul Hetherington takes you step-by-step through building a private, open-source chatbot that goes toe-to-toe with ChatGPT.</p><p>Uncover the transformative potential of Retrieval Augmented Generation (RAG), the secret weapon that allows open-source language models to draw upon real-time data. Paul unboxes an arsenal of tools, from vector databases to Redis to Google's Custom Search API, equipping you to construct an information retrieval powerhouse.</p><p>But this isn't just theory. Strap in as Paul conducts a live demo of a fully-private, open-source chatbot, showcasing the jaw-dropping capabilities of the newest open-source models. Witness why data quality trumps model size in the quest for AI performance.</p><p>Paul confronts the elephants in the room, from the ever-present specter of context length limitations to the whiplash-inducing velocity of open-source model evolution. He distills hard-won wisdom, arguing for a ruthless focus on product and UX, and enlisting battle-tested tools to tame the beast of deployment.</p><p>Whether you're in the trenches of ML engineering, at the helm of an AI startup, or simply electrified by the future of open-source AI, this talk is a wellspring of epiphanies. <a href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com">Join the full session</a> to learn how to wield the might of open-source AI while conquering its most daunting challenges. The age of private AI supremacy is here.</p><div class="captioned-image-container"><figure><p><a href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com">Optimising and deploying open source LLMs - Paul Hetherington | Mindstone</a></p><figcaption class="image-caption"><a href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com">IntroductionHello, everyone. Good to see some nice friendly faces. It&#8217;s been a while since I&#8217;ve spoken here now.Is it closing up? Yeah, there you go. Thanks.Bac</a></figcaption></figure></div><a class="image-link image2" target="_blank" href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!y9IB!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!y9IB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" title="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" srcset="https://substackcdn.com/image/fetch/$s_!y9IB!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!y9IB!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F48ee3bab-b1a7-403f-9694-cf017ef9d34b_48x48.svg 1456w" sizes="100vw"></picture><div></div></div></a><p><a href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com">Mindstone</a></p><a class="image-link image2" target="_blank" href="https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!o9MD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 424w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 848w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 1272w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!o9MD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_Ag54GfTiKi15UEQKJ7?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" title="Unleashing the Power of Private AI: Building an Open-Source ChatGPT Clone That Beats the Odds" srcset="https://substackcdn.com/image/fetch/$s_!o9MD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 424w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 848w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 1272w, https://substackcdn.com/image/fetch/$s_!o9MD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fef0b7dbb-112c-46c2-85b7-33468d2de6ff_2852x1596.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a>]]></content:encoded></item><item><title><![CDATA[The Future of Software Development: AI Agent Teams in Action]]></title><description><![CDATA[Imagine if developing a complete, fully-functional piece of software took minutes instead of months and required no coding skills.]]></description><link>https://blog.mindstone.com/p/the-future-of-software-development-ai-agent-teams-in-action</link><guid isPermaLink="false">https://blog.mindstone.com/p/the-future-of-software-development-ai-agent-teams-in-action</guid><dc:creator><![CDATA[Mindstone]]></dc:creator><pubDate>Sat, 13 Apr 2024 13:37:51 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/509508f3-33a3-485e-8d30-37c8be0e9cdb_2000x1125.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!3g_O!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!3g_O!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 424w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 848w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!3g_O!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;The Future of Software Development: AI Agent Teams in Action&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The Future of Software Development: AI Agent Teams in Action" title="The Future of Software Development: AI Agent Teams in Action" srcset="https://substackcdn.com/image/fetch/$s_!3g_O!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 424w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 848w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!3g_O!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9d2f4d46-e310-44ec-937f-3cf8eb1b452c_2000x1125.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p>Imagine if developing a complete, fully-functional piece of software took minutes instead of months and required no coding skills. In this mind-expanding talk, Robert C. <a href="https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com">demonstrates how this is now possible</a> through the power of collaborating AI agents.</p><p>Forget what you know about AI language models working in isolation. Robert explains how teams of specialized AI agents, when working in concert, can tackle complex software projects with unprecedented speed and quality. The latest research proves it: multi-agent systems consistently trounce solo agents.</p><p>But the real magic happens when Robert introduces Chatforce, a groundbreaking platform that lets anyone assemble and direct AI teams to build real software. In a live demo, Robert uses Chatforce to create a complete game in just 20 minutes, for a mere $2, all without writing a line of code himself.</p><p>Whether you're a software developer, business leader, or just curious about the future of AI, this talk is a must-see. <a href="https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com">Watch now</a> to witness the staggering implications of accessible, multi-agent AI systems in action. The era of AI-accelerated software development is here - are you ready?</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!IMZD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!IMZD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:null,&quot;width&quot;:null,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;The Future of Software Development: AI Agent Teams in Action&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The Future of Software Development: AI Agent Teams in Action" title="The Future of Software Development: AI Agent Teams in Action" srcset="https://substackcdn.com/image/fetch/$s_!IMZD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 424w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 848w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 1272w, https://substackcdn.com/image/fetch/$s_!IMZD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc94e6baa-1471-4d74-a735-0d6bc22564ad_48x48.svg 1456w" sizes="100vw"></picture><div></div></div></a></figure></div><p><a href="https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com">Mindstone</a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!dwRv!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 424w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 848w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 1272w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!dwRv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png" width="1456" height="813" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:813,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;The Future of Software Development: AI Agent Teams in Action&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:&quot;https://app.mindstone.com/annotate/article_AgftqjnjI9xeKmSTlB?ref=blog.mindstone.com&quot;,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="The Future of Software Development: AI Agent Teams in Action" title="The Future of Software Development: AI Agent Teams in Action" srcset="https://substackcdn.com/image/fetch/$s_!dwRv!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 424w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 848w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 1272w, https://substackcdn.com/image/fetch/$s_!dwRv!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa765196f-03e1-4772-984f-5aee8aa6e291_2820x1574.png 1456w" sizes="100vw"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div>]]></content:encoded></item></channel></rss>