diff --git a/development/404.html b/development/404.html
index fd95d693..91f164fa 100644
--- a/development/404.html
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+        <link rel="stylesheet" href="/latest/assets/stylesheets/palette.06af60db.min.css">
       
       
   
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+      <a href="/latest/RELEASE_NOTES/" class="md-tabs__link">
         
   
     
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-      <a href="/development/acknowledgements/" class="md-tabs__link">
+      <a href="/latest/acknowledgements/" class="md-tabs__link">
         
   
     
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-      <a href="/development/about_me/" class="md-tabs__link">
+      <a href="/latest/about_me/" class="md-tabs__link">
         
   
     
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-  <img src="/development/_images/mlinfra-white.png" alt="logo">
+  <img src="/latest/_images/mlinfra-white.png" alt="logo">
 
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+      <a href="/latest/." class="md-nav__link">
         
   
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+            <a href="/latest/user_guide/stack_config/" class="md-nav__link ">
               
   
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+      <a href="/latest/user_guide/stack_config/provider/" class="md-nav__link">
         
   
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-      <a href="/development/user_guide/stack_config/deployment/" class="md-nav__link">
+      <a href="/latest/user_guide/stack_config/deployment/" class="md-nav__link">
         
   
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+      <a href="/latest/user_guide/stack_config/stack/" class="md-nav__link">
         
   
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+      <a href="/latest/user_guide/cloud_config/" class="md-nav__link">
         
   
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+      <a href="/latest/user_guide/application_config/" class="md-nav__link">
         
   
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+      <a href="/latest/code/aws/cloud_vm/" class="md-nav__link">
         
   
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+      <a href="/latest/code/aws/kubernetes/" class="md-nav__link">
         
   
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-      <a href="/development/CONTRIBUTING/" class="md-nav__link">
+      <a href="/latest/CONTRIBUTING/" class="md-nav__link">
         
   
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+      <a href="/latest/SECURITY/" class="md-nav__link">
         
   
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+      <a href="/latest/acknowledgements/" class="md-nav__link">
         
   
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-      <a href="/development/about_me/" class="md-nav__link">
+      <a href="/latest/about_me/" class="md-nav__link">
         
   
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index b5b418fa..9b17ad68 100644
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index 69334d20..a8fd8ff9 100644
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index 3686ef2e..4497ad9f 100644
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index bb3e7bdc..82d426f9 100644
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index eda57f17..62c0cb25 100644
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circle.state-start,.start-state{fill:var(--md-mermaid-edge-color);stroke:none}.end-state-inner,.end-state-outer{fill:var(--md-mermaid-edge-color)}.end-state-inner,.node circle.state-end{stroke:var(--md-mermaid-label-bg-color)}.transition{stroke:var(--md-mermaid-edge-color)}[id^=state-fork] rect,[id^=state-join] rect{fill:var(--md-mermaid-edge-color)!important;stroke:none!important}.statediagram-cluster.statediagram-cluster .inner{fill:var(--md-default-bg-color)}.statediagram-cluster rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.statediagram-state rect.divider{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}defs #statediagram-barbEnd{stroke:var(--md-mermaid-edge-color)}.attributeBoxEven,.attributeBoxOdd{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityBox{fill:var(--md-mermaid-label-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityLabel{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.relationshipLabelBox{fill:var(--md-mermaid-label-bg-color);fill-opacity:1;background-color:var(--md-mermaid-label-bg-color);opacity:1}.relationshipLabel{fill:var(--md-mermaid-label-fg-color)}.relationshipLine{stroke:var(--md-mermaid-edge-color)}defs #ONE_OR_MORE_END *,defs #ONE_OR_MORE_START *,defs #ONLY_ONE_END *,defs #ONLY_ONE_START *,defs #ZERO_OR_MORE_END *,defs #ZERO_OR_MORE_START *,defs #ZERO_OR_ONE_END *,defs #ZERO_OR_ONE_START *{stroke:var(--md-mermaid-edge-color)!important}defs #ZERO_OR_MORE_END circle,defs #ZERO_OR_MORE_START circle{fill:var(--md-mermaid-label-bg-color)}.actor{fill:var(--md-mermaid-sequence-actor-bg-color);stroke:var(--md-mermaid-sequence-actor-border-color)}text.actor>tspan{fill:var(--md-mermaid-sequence-actor-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-mermaid-sequence-actor-line-color)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-sequence-actorman-bg-color);stroke:var(--md-mermaid-sequence-actorman-line-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-sequence-message-line-color)}.note{fill:var(--md-mermaid-sequence-note-bg-color);stroke:var(--md-mermaid-sequence-note-border-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{stroke:none;font-family:var(--md-mermaid-font-family)!important}.messageText{fill:var(--md-mermaid-sequence-message-fg-color)}.loopText,.loopText>tspan{fill:var(--md-mermaid-sequence-loop-fg-color)}.noteText>tspan{fill:var(--md-mermaid-sequence-note-fg-color)}#arrowhead path{fill:var(--md-mermaid-sequence-message-line-color);stroke:none}.loopLine{fill:var(--md-mermaid-sequence-loop-bg-color);stroke:var(--md-mermaid-sequence-loop-border-color)}.labelBox{fill:var(--md-mermaid-sequence-label-bg-color);stroke:none}.labelText,.labelText>span{fill:var(--md-mermaid-sequence-label-fg-color);font-family:var(--md-mermaid-font-family)}.sequenceNumber{fill:var(--md-mermaid-sequence-number-fg-color)}rect.rect{fill:var(--md-mermaid-sequence-box-bg-color);stroke:none}rect.rect+text.text{fill:var(--md-mermaid-sequence-box-fg-color)}defs #sequencenumber{fill:var(--md-mermaid-sequence-number-bg-color)!important}";var Qr,Aa=0;function Ca(){return typeof mermaid=="undefined"||mermaid instanceof Element?gt("https://mlinfra.io/development/assets/external/unpkg.com/mermaid@10.6.1/dist/mermaid.min.js"):R(void 0)}function _n(e){return e.classList.remove("mermaid"),Qr||(Qr=Ca().pipe(T(()=>mermaid.initialize({startOnLoad:!1,themeCSS:Ln,sequence:{actorFontSize:"16px",messageFontSize:"16px",noteFontSize:"16px"}})),m(()=>{}),Z(1))),Qr.subscribe(()=>no(this,null,function*(){e.classList.add("mermaid");let t=`__mermaid_${Aa++}`,r=S("div",{class:"mermaid"}),o=e.textContent,{svg:n,fn:i}=yield mermaid.render(t,o),s=r.attachShadow({mode:"closed"});s.innerHTML=n,e.replaceWith(r),i==null||i(s)})),Qr.pipe(m(()=>({ref:e})))}var An=S("table");function Cn(e){return e.replaceWith(An),An.replaceWith(vn(e)),R({ref:e})}function ka(e){let t=e.find(r=>r.checked)||e[0];return L(...e.map(r=>h(r,"change").pipe(m(()=>U(`label[for="${r.id}"]`))))).pipe(q(U(`label[for="${t.id}"]`)),m(r=>({active:r})))}function kn(e,{viewport$:t,target$:r}){let o=U(".tabbed-labels",e),n=W(":scope > input",e),i=zr("prev");e.append(i);let s=zr("next");return e.append(s),H(()=>{let a=new x,c=a.pipe(ee(),oe(!0));B([a,Se(e)]).pipe(j(c),Le(1,ge)).subscribe({next([{active:p},l]){let f=Ue(p),{width:u}=le(p);e.style.setProperty("--md-indicator-x",`${f.x}px`),e.style.setProperty("--md-indicator-width",`${u}px`);let d=ir(o);(f.x<d.x||f.x+u>d.x+l.width)&&o.scrollTo({left:Math.max(0,f.x-16),behavior:"smooth"})},complete(){e.style.removeProperty("--md-indicator-x"),e.style.removeProperty("--md-indicator-width")}}),B([et(o),Se(o)]).pipe(j(c)).subscribe(([p,l])=>{let f=xt(o);i.hidden=p.x<16,s.hidden=p.x>f.width-l.width-16}),L(h(i,"click").pipe(m(()=>-1)),h(s,"click").pipe(m(()=>1))).pipe(j(c)).subscribe(p=>{let{width:l}=le(o);o.scrollBy({left:l*p,behavior:"smooth"})}),r.pipe(j(c),v(p=>n.includes(p))).subscribe(p=>p.click()),o.classList.add("tabbed-labels--linked");for(let p of n){let l=U(`label[for="${p.id}"]`);l.replaceChildren(S("a",{href:`#${l.htmlFor}`,tabIndex:-1},...Array.from(l.childNodes))),h(l.firstElementChild,"click").pipe(j(c),v(f=>!(f.metaKey||f.ctrlKey)),T(f=>{f.preventDefault(),f.stopPropagation()})).subscribe(()=>{history.replaceState({},"",`#${l.htmlFor}`),l.click()})}return G("content.tabs.link")&&a.pipe(Ee(1),ae(t)).subscribe(([{active:p},{offset:l}])=>{let f=p.innerText.trim();if(p.hasAttribute("data-md-switching"))p.removeAttribute("data-md-switching");else{let u=e.offsetTop-l.y;for(let y of W("[data-tabs]"))for(let b of W(":scope > input",y)){let D=U(`label[for="${b.id}"]`);if(D!==p&&D.innerText.trim()===f){D.setAttribute("data-md-switching",""),b.click();break}}window.scrollTo({top:e.offsetTop-u});let d=__md_get("__tabs")||[];__md_set("__tabs",[...new Set([f,...d])])}}),a.pipe(j(c)).subscribe(()=>{for(let p of W("audio, video",e))p.pause()}),ka(n).pipe(T(p=>a.next(p)),A(()=>a.complete()),m(p=>P({ref:e},p)))}).pipe(qe(ie))}function Hn(e,{viewport$:t,target$:r,print$:o}){return L(...W(".annotate:not(.highlight)",e).map(n=>wn(n,{target$:r,print$:o})),...W("pre:not(.mermaid) > code",e).map(n=>On(n,{target$:r,print$:o})),...W("pre.mermaid",e).map(n=>_n(n)),...W("table:not([class])",e).map(n=>Cn(n)),...W("details",e).map(n=>Mn(n,{target$:r,print$:o})),...W("[data-tabs]",e).map(n=>kn(n,{viewport$:t,target$:r})),...W("[title]",e).filter(()=>G("content.tooltips")).map(n=>Be(n)))}function Ha(e,{alert$:t}){return t.pipe(w(r=>L(R(!0),R(!1).pipe(Qe(2e3))).pipe(m(o=>({message:r,active:o})))))}function $n(e,t){let r=U(".md-typeset",e);return H(()=>{let o=new x;return o.subscribe(({message:n,active:i})=>{e.classList.toggle("md-dialog--active",i),r.textContent=n}),Ha(e,t).pipe(T(n=>o.next(n)),A(()=>o.complete()),m(n=>P({ref:e},n)))})}function $a({viewport$:e}){if(!G("header.autohide"))return R(!1);let t=e.pipe(m(({offset:{y:n}})=>n),Ce(2,1),m(([n,i])=>[n<i,i]),te(0)),r=B([e,t]).pipe(v(([{offset:n},[,i]])=>Math.abs(i-n.y)>100),m(([,[n]])=>n),X()),o=Ne("search");return B([e,o]).pipe(m(([{offset:n},i])=>n.y>400&&!i),X(),w(n=>n?r:R(!1)),q(!1))}function Pn(e,t){return H(()=>B([Se(e),$a(t)])).pipe(m(([{height:r},o])=>({height:r,hidden:o})),X((r,o)=>r.height===o.height&&r.hidden===o.hidden),Z(1))}function Rn(e,{header$:t,main$:r}){return H(()=>{let o=new x,n=o.pipe(ee(),oe(!0));o.pipe(te("active"),Ze(t)).subscribe(([{active:s},{hidden:a}])=>{e.classList.toggle("md-header--shadow",s&&!a),e.hidden=a});let i=fe(W("[title]",e)).pipe(v(()=>G("content.tooltips")),re(s=>Be(s)));return r.subscribe(o),t.pipe(j(n),m(s=>P({ref:e},s)),Re(i.pipe(j(n))))})}function Pa(e,{viewport$:t,header$:r}){return mr(e,{viewport$:t,header$:r}).pipe(m(({offset:{y:o}})=>{let{height:n}=le(e);return{active:o>=n}}),te("active"))}function In(e,t){return H(()=>{let r=new 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R(...e).pipe(re(r=>h(r,"change").pipe(m(()=>r))),q(e[Math.max(0,t.index)]),m(r=>({index:e.indexOf(r),color:{media:r.getAttribute("data-md-color-media"),scheme:r.getAttribute("data-md-color-scheme"),primary:r.getAttribute("data-md-color-primary"),accent:r.getAttribute("data-md-color-accent")}})),Z(1))}function jn(e){let t=W("input",e),r=S("meta",{name:"theme-color"});document.head.appendChild(r);let o=S("meta",{name:"color-scheme"});document.head.appendChild(o);let n=At("(prefers-color-scheme: light)");return H(()=>{let i=new x;return i.subscribe(s=>{if(document.body.setAttribute("data-md-color-switching",""),s.color.media==="(prefers-color-scheme)"){let a=matchMedia("(prefers-color-scheme: light)"),c=document.querySelector(a.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: 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r.subscribe(({value:o})=>{e.style.setProperty("--md-progress-value",`${o}`)}),t.pipe(T(o=>r.next({value:o})),A(()=>r.complete()),m(o=>({ref:e,value:o})))})}var Yr=jt(Kr());function Ia(e){e.setAttribute("data-md-copying","");let t=e.closest("[data-copy]"),r=t?t.getAttribute("data-copy"):e.innerText;return e.removeAttribute("data-md-copying"),r.trimEnd()}function Un({alert$:e}){Yr.default.isSupported()&&new I(t=>{new Yr.default("[data-clipboard-target], [data-clipboard-text]",{text:r=>r.getAttribute("data-clipboard-text")||Ia(U(r.getAttribute("data-clipboard-target")))}).on("success",r=>t.next(r))}).pipe(T(t=>{t.trigger.focus()}),m(()=>we("clipboard.copied"))).subscribe(e)}function Fa(e){if(e.length<2)return[""];let[t,r]=[...e].sort((n,i)=>n.length-i.length).map(n=>n.replace(/[^/]+$/,"")),o=0;if(t===r)o=t.length;else for(;t.charCodeAt(o)===r.charCodeAt(o);)o++;return e.map(n=>n.replace(t.slice(0,o),""))}function ur(e){let t=__md_get("__sitemap",sessionStorage,e);if(t)return R(t);{let r=he();return on(new URL("sitemap.xml",e||r.base)).pipe(m(o=>Fa(W("loc",o).map(n=>n.textContent))),xe(()=>M),$e([]),T(o=>__md_set("__sitemap",o,sessionStorage,e)))}}function Nn(e){let t=ce("[rel=canonical]",e);typeof t!="undefined"&&(t.href=t.href.replace("//localhost:","//127.0.0.1:"));let r=new Map;for(let o of W(":scope > *",e)){let n=o.outerHTML;for(let i of["href","src"]){let s=o.getAttribute(i);if(s===null)continue;let a=new URL(s,t==null?void 0:t.href),c=o.cloneNode();c.setAttribute(i,`${a}`),n=c.outerHTML;break}r.set(n,o)}return r}function Dn({location$:e,viewport$:t,progress$:r}){let o=he();if(location.protocol==="file:")return M;let n=ur().pipe(m(l=>l.map(f=>`${new URL(f,o.base)}`))),i=h(document.body,"click").pipe(ae(n),w(([l,f])=>{if(!(l.target instanceof Element))return M;let u=l.target.closest("a");if(u===null)return M;if(u.target||l.metaKey||l.ctrlKey)return M;let d=new URL(u.href);return d.search=d.hash="",f.includes(`${d}`)?(l.preventDefault(),R(new URL(u.href))):M}),de());i.pipe(ue(1)).subscribe(()=>{let l=ce("link[rel=icon]");typeof l!="undefined"&&(l.href=l.href)}),h(window,"beforeunload").subscribe(()=>{history.scrollRestoration="auto"}),i.pipe(ae(t)).subscribe(([l,{offset:f}])=>{history.scrollRestoration="manual",history.replaceState(f,""),history.pushState(null,"",l)}),i.subscribe(e);let s=e.pipe(q(me()),te("pathname"),Ee(1),w(l=>lr(l,{progress$:r}).pipe(xe(()=>(st(l,!0),M))))),a=new DOMParser,c=s.pipe(w(l=>l.text()),w(l=>{let f=a.parseFromString(l,"text/html");for(let b of["[data-md-component=announce]","[data-md-component=container]","[data-md-component=header-topic]","[data-md-component=outdated]","[data-md-component=logo]","[data-md-component=skip]",...G("navigation.tabs.sticky")?["[data-md-component=tabs]"]:[]]){let D=ce(b),Q=ce(b,f);typeof D!="undefined"&&typeof Q!="undefined"&&D.replaceWith(Q)}let u=Nn(document.head),d=Nn(f.head);for(let[b,D]of d)D.getAttribute("rel")==="stylesheet"||D.hasAttribute("src")||(u.has(b)?u.delete(b):document.head.appendChild(D));for(let b of u.values())b.getAttribute("rel")==="stylesheet"||b.hasAttribute("src")||b.remove();let y=Oe("container");return We(W("script",y)).pipe(w(b=>{let D=f.createElement("script");if(b.src){for(let Q of b.getAttributeNames())D.setAttribute(Q,b.getAttribute(Q));return b.replaceWith(D),new I(Q=>{D.onload=()=>Q.complete()})}else return D.textContent=b.textContent,b.replaceWith(D),M}),ee(),oe(f))}),de());return h(window,"popstate").pipe(m(me)).subscribe(e),e.pipe(q(me()),Ce(2,1),v(([l,f])=>l.pathname===f.pathname&&l.hash!==f.hash),m(([,l])=>l)).subscribe(l=>{var f,u;history.state!==null||!l.hash?window.scrollTo(0,(u=(f=history.state)==null?void 0:f.y)!=null?u:0):(history.scrollRestoration="auto",pr(l.hash),history.scrollRestoration="manual")}),e.pipe(Ir(i),q(me()),Ce(2,1),v(([l,f])=>l.pathname===f.pathname&&l.hash===f.hash),m(([,l])=>l)).subscribe(l=>{history.scrollRestoration="auto",pr(l.hash),history.scrollRestoration="manual",history.back()}),c.pipe(ae(e)).subscribe(([,l])=>{var f,u;history.state!==null||!l.hash?window.scrollTo(0,(u=(f=history.state)==null?void 0:f.y)!=null?u:0):pr(l.hash)}),t.pipe(te("offset"),ye(100)).subscribe(({offset:l})=>{history.replaceState(l,"")}),c}var qn=jt(zn());function Kn(e){let t=e.separator.split("|").map(n=>n.replace(/(\(\?[!=<][^)]+\))/g,"").length===0?"\uFFFD":n).join("|"),r=new RegExp(t,"img"),o=(n,i,s)=>`${i}<mark data-md-highlight>${s}</mark>`;return n=>{n=n.replace(/[\s*+\-:~^]+/g," ").trim();let i=new RegExp(`(^|${e.separator}|)(${n.replace(/[|\\{}()[\]^$+*?.-]/g,"\\$&").replace(r,"|")})`,"img");return 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circle{fill:var(--md-mermaid-label-bg-color)}.actor{fill:var(--md-mermaid-sequence-actor-bg-color);stroke:var(--md-mermaid-sequence-actor-border-color)}text.actor>tspan{fill:var(--md-mermaid-sequence-actor-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-mermaid-sequence-actor-line-color)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-sequence-actorman-bg-color);stroke:var(--md-mermaid-sequence-actorman-line-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-sequence-message-line-color)}.note{fill:var(--md-mermaid-sequence-note-bg-color);stroke:var(--md-mermaid-sequence-note-border-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{stroke:none;font-family:var(--md-mermaid-font-family)!important}.messageText{fill:var(--md-mermaid-sequence-message-fg-color)}.loopText,.loopText>tspan{fill:var(--md-mermaid-sequence-loop-fg-color)}.noteText>tspan{fill:var(--md-mermaid-sequence-note-fg-color)}#arrowhead 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t!="undefined"&&st(t);break;case"n":case".":let r=ce("link[rel=next]");typeof r!="undefined"&&st(r);break;case"Enter":let o=Ie();o instanceof HTMLLabelElement&&o.click()}});ci({document$:rt});pi({document$:rt,tablet$:hr});li({document$:rt});mi({viewport$:_e,tablet$:hr});var tt=Pn(Oe("header"),{viewport$:_e}),$t=rt.pipe(m(()=>Oe("main")),w(e=>Fn(e,{viewport$:_e,header$:tt})),Z(1)),Xa=L(...ne("consent").map(e=>fn(e,{target$:wt})),...ne("dialog").map(e=>$n(e,{alert$:Xr})),...ne("header").map(e=>Rn(e,{viewport$:_e,header$:tt,main$:$t})),...ne("palette").map(e=>jn(e)),...ne("progress").map(e=>Wn(e,{progress$:Zr})),...ne("search").map(e=>Zn(e,{index$:hi,keyboard$:Jr})),...ne("source").map(e=>ni(e))),Za=H(()=>L(...ne("announce").map(e=>mn(e)),...ne("content").map(e=>Hn(e,{viewport$:_e,target$:wt,print$:di})),...ne("content").map(e=>G("search.highlight")?ei(e,{index$:hi,location$:Pt}):M),...ne("header-title").map(e=>In(e,{viewport$:_e,header$:tt})),...ne("sidebar").map(e=>e.getAttribute("data-md-type")==="navigation"?Dr(ui,()=>Br(e,{viewport$:_e,header$:tt,main$:$t})):Dr(hr,()=>Br(e,{viewport$:_e,header$:tt,main$:$t}))),...ne("tabs").map(e=>ii(e,{viewport$:_e,header$:tt})),...ne("toc").map(e=>ai(e,{viewport$:_e,header$:tt,main$:$t,target$:wt})),...ne("top").map(e=>si(e,{viewport$:_e,header$:tt,main$:$t,target$:wt})))),bi=rt.pipe(w(()=>Za),Re(Xa),Z(1));bi.subscribe();window.document$=rt;window.location$=Pt;window.target$=wt;window.keyboard$=Jr;window.viewport$=_e;window.tablet$=hr;window.screen$=ui;window.print$=di;window.alert$=Xr;window.progress$=Zr;window.component$=bi;})();
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diff --git a/development/code/aws/cloud_vm/index.html b/development/code/aws/cloud_vm/index.html
index 52cf57dd..6a2bc88e 100644
--- a/development/code/aws/cloud_vm/index.html
+++ b/development/code/aws/cloud_vm/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/code/aws/cloud_vm/">
+        <link rel="canonical" href="https://mlinfra.io/latest/code/aws/cloud_vm/">
       
       
         <link rel="prev" href="../../../user_guide/application_config/">
diff --git a/development/code/aws/kubernetes/index.html b/development/code/aws/kubernetes/index.html
index e75fd22a..a1b3b947 100644
--- a/development/code/aws/kubernetes/index.html
+++ b/development/code/aws/kubernetes/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/code/aws/kubernetes/">
+        <link rel="canonical" href="https://mlinfra.io/latest/code/aws/kubernetes/">
       
       
         <link rel="prev" href="../cloud_vm/">
diff --git a/development/index.html b/development/index.html
index ef8b381f..ec5f2a21 100644
--- a/development/index.html
+++ b/development/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/">
+        <link rel="canonical" href="https://mlinfra.io/latest/">
       
       
       
diff --git a/development/roadmap/index.html b/development/roadmap/index.html
index 0c0a7fa9..9e4ad1bc 100644
--- a/development/roadmap/index.html
+++ b/development/roadmap/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/roadmap/">
+        <link rel="canonical" href="https://mlinfra.io/latest/roadmap/">
       
       
       
diff --git a/development/sitemap.xml b/development/sitemap.xml
index 402f2aab..268fda0a 100644
--- a/development/sitemap.xml
+++ b/development/sitemap.xml
@@ -1,82 +1,82 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
     <url>
-         <loc>https://mlinfra.io/development/</loc>
+         <loc>https://mlinfra.io/latest/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/CONTRIBUTING/</loc>
+         <loc>https://mlinfra.io/latest/CONTRIBUTING/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/RELEASE_NOTES/</loc>
+         <loc>https://mlinfra.io/latest/RELEASE_NOTES/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/SECURITY/</loc>
+         <loc>https://mlinfra.io/latest/SECURITY/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/about_me/</loc>
+         <loc>https://mlinfra.io/latest/about_me/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/acknowledgements/</loc>
+         <loc>https://mlinfra.io/latest/acknowledgements/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/roadmap/</loc>
+         <loc>https://mlinfra.io/latest/roadmap/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/code/aws/cloud_vm/</loc>
+         <loc>https://mlinfra.io/latest/code/aws/cloud_vm/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/code/aws/kubernetes/</loc>
+         <loc>https://mlinfra.io/latest/code/aws/kubernetes/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/application_config/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/application_config/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/cloud_config/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/cloud_config/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/stack_config/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/stack_config/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/stack_config/deployment/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/stack_config/deployment/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/stack_config/provider/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/stack_config/provider/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
     <url>
-         <loc>https://mlinfra.io/development/user_guide/stack_config/stack/</loc>
+         <loc>https://mlinfra.io/latest/user_guide/stack_config/stack/</loc>
          <lastmod>2024-02-19</lastmod>
          <changefreq>daily</changefreq>
     </url>
diff --git a/development/sitemap.xml.gz b/development/sitemap.xml.gz
index 0068e592..60334d28 100644
Binary files a/development/sitemap.xml.gz and b/development/sitemap.xml.gz differ
diff --git a/development/user_guide/application_config/index.html b/development/user_guide/application_config/index.html
index eb3d6bf6..7a20acbe 100644
--- a/development/user_guide/application_config/index.html
+++ b/development/user_guide/application_config/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/application_config/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/application_config/">
       
       
         <link rel="prev" href="../cloud_config/">
diff --git a/development/user_guide/cloud_config/index.html b/development/user_guide/cloud_config/index.html
index 3b9a0681..922d36db 100644
--- a/development/user_guide/cloud_config/index.html
+++ b/development/user_guide/cloud_config/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/cloud_config/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/cloud_config/">
       
       
         <link rel="prev" href="../stack_config/stack/">
diff --git a/development/user_guide/index.html b/development/user_guide/index.html
index 9fdd51f0..39017c78 100644
--- a/development/user_guide/index.html
+++ b/development/user_guide/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/">
       
       
         <link rel="prev" href="..">
diff --git a/development/user_guide/stack_config/deployment/index.html b/development/user_guide/stack_config/deployment/index.html
index 1b05b275..dcb431ab 100644
--- a/development/user_guide/stack_config/deployment/index.html
+++ b/development/user_guide/stack_config/deployment/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/stack_config/deployment/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/stack_config/deployment/">
       
       
         <link rel="prev" href="../provider/">
diff --git a/development/user_guide/stack_config/index.html b/development/user_guide/stack_config/index.html
index 5fc5d865..c6761c18 100644
--- a/development/user_guide/stack_config/index.html
+++ b/development/user_guide/stack_config/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/stack_config/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/stack_config/">
       
       
         <link rel="prev" href="../">
diff --git a/development/user_guide/stack_config/provider/index.html b/development/user_guide/stack_config/provider/index.html
index 32a890c8..50ccc0b3 100644
--- a/development/user_guide/stack_config/provider/index.html
+++ b/development/user_guide/stack_config/provider/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/stack_config/provider/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/stack_config/provider/">
       
       
         <link rel="prev" href="../">
diff --git a/development/user_guide/stack_config/stack/index.html b/development/user_guide/stack_config/stack/index.html
index 509619d5..a24149c7 100644
--- a/development/user_guide/stack_config/stack/index.html
+++ b/development/user_guide/stack_config/stack/index.html
@@ -8,7 +8,7 @@
       
       
       
-        <link rel="canonical" href="https://mlinfra.io/development/user_guide/stack_config/stack/">
+        <link rel="canonical" href="https://mlinfra.io/latest/user_guide/stack_config/stack/">
       
       
         <link rel="prev" href="../deployment/">