--- title: How Software Engineers Make Productive Decisions... description: Software engineers often stall by overthinking reversible decisions. A simple 3-question framework helps distinguish between one-way doors (irreversible,... canonical: https://daily.dev/posts/xpskoshrm twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How Software Engineers Make Productive Decisions (without slowing the team down) | daily.dev og:description: Software engineers often stall by overthinking reversible decisions. A simple 3-question framework helps distinguish between one-way doors (irreversible,... og:url: https://daily.dev/posts/xpskoshrm og:image: https://api.daily.dev/og/posts/xPsKosHrm.png og:image:alt: Post cover image 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. # How Software Engineers Make Productive Decisions (without slowing the team down) **[Engineering Leadership](https://daily.dev/sources/engineeringleadership)** · [@fransoto](https://daily.dev/fransoto) · 16 upvotes · 1 comments ## Summary Software engineers often stall by overthinking reversible decisions. A simple 3-question framework helps distinguish between one-way doors (irreversible, high-risk changes like data migrations) and two-way doors (reversible changes like feature flags). The key questions are: impact if wrong, ease of reversal, and ability to mitigate quickly with small blast radius. Practical tactics include using feature flags, canary deployments, proper monitoring, and quick rollback capabilities to move fast while maintaining safety. ## 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. **@runecreed** · 0 upvotes > Nice article, thanks for sharing! --- Tags: [#cicd](https://daily.dev/tags/cicd) [View this post on daily.dev](https://daily.dev/posts/xpskoshrm) ```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":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/xpskoshrm","headline":"How Software Engineers Make Productive Decisions (without slowing the team down)","text":"Shared: How Software Engineers Make Productive Decisions (without slowing the team down)","url":"https://daily.dev/posts/xpskoshrm","datePublished":"2025-09-14T07:54:13.511Z","dateModified":"2025-09-14T07:54:51.627Z","author":{"@type":"Person","name":"Fran Soto","url":"https://daily.dev/fransoto","image":"https://lh3.googleusercontent.com/a/ACg8ocLLMGgIpORnxdYvhI4OZFNH5oe33PwuykaDHoCm-6AkUA=s96-c","interactionStatistic":{"@type":"InteractionCounter","interactionType":{"@type":"EndorseAction"},"userInteractionCount":2610}},"image":"https://media.daily.dev/image/upload/s--VDukGCjf--/f_auto/v1722860399/public/Placeholder%2002","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":16},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":1}],"sharedContent":{"@type":"WebPage","url":"https://api.daily.dev/r/nglmu9HA5"},"comment":[{"@type":"Comment","text":"Nice article, thanks for sharing!","datePublished":"2025-09-23T20:49:58.229Z","url":"https://daily.dev/posts/xPsKosHrm#c-N02ATY61O","author":{"@type":"Person","name":"Kevin","url":"https://daily.dev/runecreed","image":"https://media.daily.dev/image/upload/s--O0TOmw4y--/f_auto/v1715772965/public/noProfile"}}],"isPartOf":{"@type":"WebPage","url":"https://daily.dev/squads/engineeringleadership","name":"Engineering Leadership"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Engineering Leadership","item":"https://daily.dev/squads/engineeringleadership"},{"@type":"ListItem","position":3,"name":"How Software Engineers Make Productive Decisions (without slowing the team down)"}]} ```