--- title: TBM 430: Incubate, Compound, Refinance, Liquidate description: A framework maps software assets onto a 2x2 grid of value versus carrying cost, sorting them into four postures: Incubate, Compound, Refinance, and Liquidate.... canonical: https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: TBM 430: Incubate, Compound, Refinance, Liquidate | daily.dev og:description: A framework maps software assets onto a 2x2 grid of value versus carrying cost, sorting them into four postures: Incubate, Compound, Refinance, and Liquidate.... og:url: https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw og:image: https://api.daily.dev/og/posts/FwX3H54XW.png og:image:alt: TBM 430: Incubate, Compound, Refinance, Liquidate og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # TBM 430: Incubate, Compound, Refinance, Liquidate **[Tech Lead Digest](https://daily.dev/sources/techleaddigest)** · 7 min read · 2 upvotes · 1 comments ## Summary A framework maps software assets onto a 2x2 grid of value versus carrying cost, sorting them into four postures: Incubate, Compound, Refinance, and Liquidate. It explores how technical debt, platforms, and organizational traps (Build Trap, Limits to Growth, Success Trap, Zombie Portfolio) fit into this model, and argues that AI does not remove complexity or coordination costs but changes the speed and feasibility of moving assets between these states. The key question posed is not whether AI makes teams faster, but which portfolio movement it is accelerating. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@agustinbarrientos** · 0 upvotes > Every "Incubate" asset should have an exit condition before funding. The budget document should also name the trigger date and decision owner. ## Similar posts on daily.dev - [AI Is Creating Technical Debt – How Enterprises Should Handle It](https://daily.dev/posts/ai-is-creating-technical-debt-how-enterprises-should-handle-it-sfzrys3eq) · SD Times · 0 upvotes · 0 comments - [Modernizing asset management with AI](https://daily.dev/posts/modernizing-asset-management-with-ai-76p0gqmul) · Domino Data Lab · 1 upvotes · 0 comments - [Scaling AI in the Enterprise: How Technical Debt Limits Returns on AI](https://daily.dev/posts/scaling-ai-in-the-enterprise-how-technical-debt-limits-returns-on-ai-153l2c6t5) · Cisco · 0 upvotes · 0 comments - [Hidden Technical Debt of GenAI Systems](https://daily.dev/posts/hidden-technical-debt-of-genai-systems-wwmdkqw82) · databricks · 2 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#architecture](https://daily.dev/tags/architecture), [#leadership](https://daily.dev/tags/leadership), [#platform-engineering](https://daily.dev/tags/platform-engineering), [#technical-debt](https://daily.dev/tags/technical-debt) [View this post on daily.dev](https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"TBM 430: Incubate, Compound, Refinance, Liquidate","url":"https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw"},"datePublished":"2026-08-24T01:07:59.933Z","dateModified":"2026-09-14T08:50:39.272Z","description":"A framework maps software assets onto a 2x2 grid of value versus carrying cost, sorting them into four postures: Incubate, Compound, Refinance, and Liquidate....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0f45746156608fafafcfe8213a5a4283?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0f45746156608fafafcfe8213a5a4283?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Tech Lead Digest","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Tech Lead Digest","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/6ed1ee1a2e5c49f698265a6b2912b80d","url":"https://daily.dev/sources/techleaddigest"},"commentCount":1,"discussionUrl":"https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":1}],"keywords":"ai,architecture,leadership,platform-engineering,technical-debt","timeRequired":"PT7M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Tech Lead Digest","item":"https://daily.dev/sources/techleaddigest"},{"@type":"ListItem","position":3,"name":"TBM 430: Incubate, Compound, Refinance, Liquidate"}]} {"@context":"https://schema.org","@type":"WebPage","@id":"https://daily.dev/posts/tbm-430-incubate-compound-refinance-liquidate-fwx3h54xw","comment":[{"@type":"Comment","text":"Every “Incubate” asset should have an exit condition before funding. The budget document should also name the trigger date and decision owner.","datePublished":"2026-08-26T02:56:46.775Z","url":"https://daily.dev/posts/FwX3H54XW#c-Q10RcU0Lw","author":{"@type":"Person","name":"Agustin Barrientos","url":"https://daily.dev/agustinbarrientos","image":"https://media.daily.dev/image/upload/s--5ayxQnqn--/f_auto/v1788281802/avatars/avatar_wQYYVe5Tbj0NJ7C7qPoa8?_a=BAMAMicg0"}}]} ```