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The data engine owns durable writes and scoped reads, so an application\nuses the managed data boundary instead of operating a separate storage stack.\nGit records intended application changes; runtime evidence tells you what is\nactually serving. Keeping both is essential when a build passes but a rollout\nhas not reached the expected revision.",[395,614,615,616,620],{},"Shared infrastructure also means applications follow explicit schema, capability,\nand publication contracts. A new external dependency or runtime requirement may\nneed onboarding work. The ",[496,617,619],{"href":618},"\u002Fdevelop\u002Fpipeline-apps\u002Foverview#runtime-placement","runtime placement guide","\ndescribes which execution choices are available and which remain previews.",[402,622,624],{"id":623},"external-systems-fit-around-the-managed-application","External systems fit around the managed application",[395,626,627],{},"A managed pipeline application can integrate with authorized external services\nand data sources. Agents can also work on an external repository whose CI and\nhosting stay elsewhere. The model API can be used independently by existing\napplications. These connections do not automatically move external deployment,\nstorage, or access policy under Redgold management.",[395,629,630,631,634,635,638],{},"See ",[496,632,633],{"href":319},"GitHub repository\nautomation",", and the ",[496,636,637],{"href":218},"model\nAPI"," for their supported boundaries.",[402,640,642],{"id":641},"current-capability-matrix","Current capability matrix",[395,644,645],{},"Status verified 2026-08-14 against the executor conformance test and the Git-authored route inventory.",[501,647,648,664],{},[504,649,650],{},[507,651,652,655,658,661],{},[510,653,654],{},"Capability",[510,656,657],{},"Status",[510,659,660],{},"Access boundary",[510,662,663],{},"Detail",[520,665,666,685,701,719,736,751,765],{},[507,667,668,674,677,680],{},[525,669,670,673],{},[417,671,672],{},"pipelines\u002Froutes\u002F\u003Cdomain>\u002F*.toml"," route manifests",[525,675,676],{},"preview",[525,678,679],{},"Developer onboarding; publication is managed",[525,681,682],{},[496,683,287],{"href":684},"\u002Fdevelop\u002Fbuild-a-vertical#6-declare-routes-in-the-pipeline-manifest",[507,686,687,690,693,696],{},[525,688,689],{},"In-process built-in operators",[525,691,692],{},"available",[525,694,695],{},"Platform-managed operators",[525,697,698],{},[496,699,700],{"href":618},"Pipeline Apps runtime placement",[507,702,703,710,712,715],{},[525,704,705,706,709],{},"Trusted native transforms (",[417,707,708],{},"NATIVE_DYLIB",")",[525,711,692],{},[525,713,714],{},"Reviewed, trusted code in managed pipelines",[525,716,717],{},[496,718,700],{"href":618},[507,720,721,727,729,732],{},[525,722,723,724,709],{},"Firecracker UDF sandbox (",[417,725,726],{},"MICROVM",[525,728,692],{},[525,730,731],{},"Onboarded workloads on opted-in KVM nodes",[525,733,734],{},[496,735,700],{"href":618},[507,737,738,741,744,747],{},[525,739,740],{},"Server request-handler WASM host",[525,742,743],{},"component preview",[525,745,746],{},"Feature-gated host and local fixtures; production route selection is not wired",[525,748,749],{},[496,750,700],{"href":618},[507,752,753,756,758,761],{},[525,754,755],{},"Dataflow UDF WASM tier",[525,757,743],{},[525,759,760],{},"Default-on Wasmtime backend is implemented in the executor; capability-limited, bounded, no WASI, first route staged for publication",[525,762,763],{},[496,764,700],{"href":618},[507,766,767,770,773,776],{},[525,768,769],{},"GPU executor tier",[525,771,772],{},"stub",[525,774,775],{},"Model serving uses a separate GPU lane",[525,777,778],{},[496,779,195],{"href":196},[781,782,783],"style",{},"html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":415,"searchDepth":430,"depth":430,"links":785},[786,787,788,789,790,791],{"id":404,"depth":430,"text":405},{"id":490,"depth":430,"text":491},{"id":580,"depth":430,"text":581},{"id":608,"depth":430,"text":609},{"id":623,"depth":430,"text":624},{"id":641,"depth":430,"text":642},"How Redgold builds, runs, and evolves fully managed pipeline applications.","md","2026-09-07",null,{"toc":797,"visibility":251},true,{"title":174,"description":792},"7zDl-olXtPvsGHjG6SLchtEcG2LVgBAAguAOVMmNwHk",[801,803],{"title":170,"path":171,"stem":172,"description":802,"children":-1},"A worked support-app change spanning issue tracking, agents, a blocked decision, and managed deployment.",{"title":183,"path":184,"stem":185,"description":804,"children":-1},"Follow a managed application request through identity, execution, storage, and response.",1789873213247]