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class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h2 name="fd4a" id="fd4a" class="graf graf--h2 graf--leading graf--title">Cryptoeconomic Justice: A Zero-Knowledge Court for LLM Agents</h2><h4 name="12bf" id="12bf" class="graf graf--h4 graf-after--h2 graf--trailing graf--subtitle">Proving economic cooperative behavior is achievable between agents without exposing private chain-of-thought</h4></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" href="https://medium.com/sadasant/cryptoeconomic-justice-a-zero-knowledge-court-for-llm-agents-0bf7cf7196e3?source=collection_home---6------2-----------------------" data-action="open-post" data-action-source="collection_home---6------2-----------------------" 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data-post-id="6864e08301bd"><div class="u-clearfix u-marginBottom15 u-paddingTop5"><div class="postMetaInline u-floatLeft u-sm-maxWidthFullWidth"><div class="u-flexCenter"><div class="postMetaInline-avatar u-flex0"><a class="link u-baseColor--link avatar" href="https://medium.com/@sadasant" data-action="show-user-card" data-action-value="a41c7ceea324" data-action-type="hover" data-user-id="a41c7ceea324" dir="auto"><img src="https://cdn-images-1.medium.com/fit/c/72/72/1*BRjb6um8qSKyWHSiOXcH_w.png" class="avatar-image u-size36x36 u-xs-size32x32" alt="Go to the profile of Daniel Rodríguez"></a></div><div class="postMetaInline postMetaInline-authorLockup ui-captionStrong u-flex1 u-noWrapWithEllipsis"><a class="ds-link ds-link--styleSubtle link link--darken link--accent u-accentColor--textNormal u-accentColor--textDarken" href="https://medium.com/@sadasant?source=collection_home---6------3-----------------------" data-action="show-user-card" data-action-source="collection_home---6------3-----------------------" data-action-value="a41c7ceea324" data-action-type="hover" data-user-id="a41c7ceea324" dir="auto">Daniel Rodríguez</a><div class="ui-caption u-fontSize12 u-baseColor--textNormal u-textColorNormal js-postMetaInlineSupplemental"><a class="link link--darken" href="https://medium.com/sadasant/containment-6864e08301bd?source=collection_home---6------3-----------------------" data-action="open-post" data-action-value="https://medium.com/sadasant/containment-6864e08301bd?source=collection_home---6------3-----------------------" data-action-source="preview-listing" ><time datetime="2025-02-14T22:40:53.820Z">Feb 14</time></a><span class="middotDivider u-fontSize12"></span><span class="readingTime" title="20 min read"></span></div></div></div></div></div><a class="" href="https://medium.com/sadasant/containment-6864e08301bd?source=collection_home---6------3-----------------------" data-action-source="collection_home---6------3-----------------------"><div class="u-maxWidth600 u-margin0 postArticle-content js-postField"><section class="section section--body section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h2 name="9994" id="9994" class="graf graf--h2 graf--leading graf--title">Containment</h2><h4 name="9c2f" id="9c2f" class="graf graf--h4 graf-after--h2 graf--subtitle">How do we contain AI?</h4><p name="6a69" id="6a69" class="graf graf--p graf-after--h4 graf--trailing">I can’t shake this question. It lingers, gnaws at me. How do we integrate immensely powerful AI into critical systems without losing our grip? <strong class="markup--strong markup--p-strong">How do we deliver scalable, enterprise-grade AI infrastructure without exposing organizations to</strong>…</p></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" href="https://medium.com/sadasant/containment-6864e08301bd?source=collection_home---6------3-----------------------" data-action="open-post" data-action-source="collection_home---6------3-----------------------" data-action-value="https://medium.com/sadasant/containment-6864e08301bd?source=collection_home---6------3-----------------------" data-post-id="6864e08301bd">Read more…</a></div><div class="u-clearfix u-paddingTop10"><div class="u-floatLeft"><div class="multirecommend js-actionMultirecommend u-flexCenter" data-post-id="6864e08301bd" data-is-flush-left="true" 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u-paddingTop5"><div class="postMetaInline u-floatLeft u-sm-maxWidthFullWidth"><div class="u-flexCenter"><div class="postMetaInline-avatar u-flex0"><a class="link u-baseColor--link avatar" href="https://medium.com/@sadasant" data-action="show-user-card" data-action-value="a41c7ceea324" data-action-type="hover" data-user-id="a41c7ceea324" dir="auto"><img src="https://cdn-images-1.medium.com/fit/c/72/72/1*BRjb6um8qSKyWHSiOXcH_w.png" class="avatar-image u-size36x36 u-xs-size32x32" alt="Go to the profile of Daniel Rodríguez"></a></div><div class="postMetaInline postMetaInline-authorLockup ui-captionStrong u-flex1 u-noWrapWithEllipsis"><a class="ds-link ds-link--styleSubtle link link--darken link--accent u-accentColor--textNormal u-accentColor--textDarken" href="https://medium.com/@sadasant?source=collection_home---6------4-----------------------" data-action="show-user-card" data-action-source="collection_home---6------4-----------------------" data-action-value="a41c7ceea324" data-action-type="hover" data-user-id="a41c7ceea324" dir="auto">Daniel Rodríguez</a><div class="ui-caption u-fontSize12 u-baseColor--textNormal u-textColorNormal js-postMetaInlineSupplemental"><a class="link link--darken" href="https://medium.com/sadasant/breaking-the-rules-the-unexpected-path-to-machine-intelligence-2c38f0860d61?source=collection_home---6------4-----------------------" data-action="open-post" data-action-value="https://medium.com/sadasant/breaking-the-rules-the-unexpected-path-to-machine-intelligence-2c38f0860d61?source=collection_home---6------4-----------------------" data-action-source="preview-listing" ><time datetime="2025-02-13T12:13:55.707Z">Feb 13</time></a><span class="middotDivider u-fontSize12"></span><span class="readingTime" title="21 min read"></span></div></div></div></div></div><a class="" href="https://medium.com/sadasant/breaking-the-rules-the-unexpected-path-to-machine-intelligence-2c38f0860d61?source=collection_home---6------4-----------------------" data-action-source="collection_home---6------4-----------------------"><div class="u-maxWidth600 u-margin0 postArticle-content js-postField"><section class="section section--body section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h2 name="573d" id="573d" class="graf graf--h2 graf--leading graf--title">Breaking The Rules: The Unexpected Path to Machine Intelligence</h2><h4 name="2c43" id="2c43" class="graf graf--h4 graf-after--h2 graf--trailing graf--subtitle">Make AI follow rules, it solves one problem. Make AI reason, it solves them all</h4></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" href="https://medium.com/sadasant/breaking-the-rules-the-unexpected-path-to-machine-intelligence-2c38f0860d61?source=collection_home---6------4-----------------------" data-action="open-post" data-action-source="collection_home---6------4-----------------------" data-action-value="https://medium.com/sadasant/breaking-the-rules-the-unexpected-path-to-machine-intelligence-2c38f0860d61?source=collection_home---6------4-----------------------" data-post-id="2c38f0860d61">Read more…</a></div><div class="u-clearfix u-paddingTop10"><div class="u-floatLeft"><div class="multirecommend js-actionMultirecommend u-flexCenter" data-post-id="2c38f0860d61" data-is-flush-left="true" data-source="listing-----2c38f0860d61---------------------clap_preview"><div class="u-relative u-foreground"><button class="button 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u-textColorNormal js-postMetaInlineSupplemental"><a class="link link--darken" href="https://medium.com/sadasant/the-engineering-management-playbook-19adb68c4c4b?source=collection_home---6------5-----------------------" data-action="open-post" data-action-value="https://medium.com/sadasant/the-engineering-management-playbook-19adb68c4c4b?source=collection_home---6------5-----------------------" data-action-source="preview-listing" ><time datetime="2025-02-11T07:43:28.432Z">Feb 10</time></a><span class="middotDivider u-fontSize12"></span><span class="readingTime" title="13 min read"></span></div></div></div></div></div><a class="" href="https://medium.com/sadasant/the-engineering-management-playbook-19adb68c4c4b?source=collection_home---6------5-----------------------" data-action-source="collection_home---6------5-----------------------"><div class="u-maxWidth600 u-margin0 postArticle-content js-postField"><section class="section section--body section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h2 name="bf1b" id="bf1b" class="graf graf--h2 graf--leading graf--title">The Engineering Management Playbook</h2><h4 name="878c" id="878c" class="graf graf--h4 graf-after--h2 graf--trailing graf--subtitle">Scaling an engineering team feels like assembling a rocket mid-launch — with engines failing, deadlines looming, and customers already aboard.</h4></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" href="https://medium.com/sadasant/the-engineering-management-playbook-19adb68c4c4b?source=collection_home---6------5-----------------------" data-action="open-post" data-action-source="collection_home---6------5-----------------------" 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7</time></a><span class="middotDivider u-fontSize12"></span><span class="readingTime" title="13 min read"></span></div></div></div></div></div><a class="" href="https://medium.com/sadasant/reimagining-ui-in-the-age-of-ai-1ea5729d9ca1?source=collection_home---6------6-----------------------" data-action-source="collection_home---6------6-----------------------"><div class="u-maxWidth600 u-margin0 postArticle-content js-postField"><section class="section section--body section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h3 name="a5e3" id="a5e3" class="graf graf--h3 graf--leading graf--title">Reimagining UI in the Age of AI</h3><h4 name="d79d" id="d79d" class="graf graf--h4 graf-after--h3 graf--trailing graf--subtitle">Whether in desktops, mobile apps, or whatever comes next, spatial intuition remains fundamental to how humans navigate digital spaces.</h4></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" href="https://medium.com/sadasant/reimagining-ui-in-the-age-of-ai-1ea5729d9ca1?source=collection_home---6------6-----------------------" data-action="open-post" data-action-source="collection_home---6------6-----------------------" data-action-value="https://medium.com/sadasant/reimagining-ui-in-the-age-of-ai-1ea5729d9ca1?source=collection_home---6------6-----------------------" data-post-id="1ea5729d9ca1">Read more…</a></div><div class="u-clearfix u-paddingTop10"><div class="u-floatLeft"><div class="multirecommend js-actionMultirecommend u-flexCenter" data-post-id="1ea5729d9ca1" data-is-flush-left="true" data-source="listing-----1ea5729d9ca1---------------------clap_preview"><div class="u-relative u-foreground"><button class="button button--primary button--chromeless u-accentColor--buttonNormal button--withIcon button--withSvgIcon 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href="https://medium.com/sadasant/ai-markup-from-syntax-to-execution-graphs-in-agentic-workflows-5f9ad73ee48f?source=collection_home---6------7-----------------------" data-action="open-post" data-action-value="https://medium.com/sadasant/ai-markup-from-syntax-to-execution-graphs-in-agentic-workflows-5f9ad73ee48f?source=collection_home---6------7-----------------------" data-action-source="preview-listing" ><time datetime="2025-02-05T22:29:37.252Z">Feb 5</time></a><span class="middotDivider u-fontSize12"></span><span class="readingTime" title="14 min read"></span></div></div></div></div></div><a class="" href="https://medium.com/sadasant/ai-markup-from-syntax-to-execution-graphs-in-agentic-workflows-5f9ad73ee48f?source=collection_home---6------7-----------------------" data-action-source="collection_home---6------7-----------------------"><div class="u-maxWidth600 u-margin0 postArticle-content js-postField"><section class="section section--body section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><h2 name="ff5c" id="ff5c" class="graf graf--h2 graf--leading graf--title">AI Markup: From Syntax to Execution Graphs in Agentic Workflows</h2><h4 name="28d3" id="28d3" class="graf graf--h4 graf-after--h2 graf--subtitle">Constructing a structured markup grammar for AI workflows</h4><p name="87dd" id="87dd" class="graf graf--p graf-after--h4 graf--trailing"><strong class="markup--strong markup--p-strong">TL;DR:</strong> This article outlines a <strong class="markup--strong markup--p-strong">framework for creating a structured markup language to orchestrate</strong>…</p></div></div></section></div></a><div class="postArticle-readMore"><a class="button button--smaller button--chromeless u-baseColor--buttonNormal" 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section--first section--last"><div class="section-divider"><hr class="section-divider"></div><div class="section-content"><div class="section-inner sectionLayout--insetColumn"><figure name="previewImage" id="previewImage" class="graf graf--figure graf--layoutCroppedHeightPreview graf--leading"><div class="aspectRatioPlaceholder is-locked"><div class="aspectRatioPlaceholder-fill" style="padding-bottom: 30%;"></div><img class="graf-image" data-image-id="1*adXCGW1euPIrKOJbHFgh5Q@2x.jpeg" data-width="1400" data-height="1400" data-is-featured="true" src="https://cdn-images-1.medium.com/fit/t/1600/480/1*adXCGW1euPIrKOJbHFgh5Q@2x.jpeg"></div></figure><h3 name="previewTitle" id="previewTitle" class="graf graf--h3 graf-after--figure graf--title">Beyond Function Calling: How Multi-Agent AI Will Reshape Distributed Systems</h3><h4 name="previewSubtitle" id="previewSubtitle" class="graf graf--h4 graf-after--h3 graf--trailing graf--subtitle">Multi-Agent…</h4></div></div></section></div></a><div 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