René's URL Explorer Experiment


Title: Production AI integration: From demo to reliable application - Articles - Braintrust

Open Graph Title: Production AI integration: From demo to reliable application - Articles - Braintrust

X Title: Production AI integration: From demo to reliable application - Articles - Braintrust

Description: Bridge the gap between AI demos and production through architecture patterns.

Open Graph Description: Bridge the gap between AI demos and production through architecture patterns.

X Description: Bridge the gap between AI demos and production through architecture patterns.

Keywords:

Opengraph URL: https://www.braintrust.dev/articles/integrating-ai-into-production

X: @braintrustdata

direct link

Domain: braintrust.dev


Hey, it has json ld scripts:
{"@context":"https://schema.org","@type":"Article","headline":"Production AI integration: From demo to reliable application","description":"Bridge the gap between AI demos and production through architecture patterns.","url":"https://www.braintrust.dev/articles/integrating-ai-into-production","datePublished":"21 August 2025","dateModified":"21 August 2025","author":[{"@type":"Person","name":"Braintrust Team"}],"publisher":{"@type":"Organization","name":"Braintrust","logo":{"@type":"ImageObject","url":"https://www.braintrust.dev/icon512.png"}},"keywords":"","mainEntityOfPage":{"@type":"WebPage","@id":"https://www.braintrust.dev/articles/integrating-ai-into-production"}}
{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.braintrust.dev"},{"@type":"ListItem","position":2,"name":"Articles","item":"https://www.braintrust.dev/articles"},{"@type":"ListItem","position":3,"name":"Production AI integration: From demo to reliable application","item":"https://www.braintrust.dev/articles/integrating-ai-into-production"}]}
{"@context":"https://schema.org","@type":"Organization","name":"Braintrust","url":"https://braintrust.dev","logo":"https://braintrust.dev/logo.png","description":"The enterprise-grade AI evaluation platform for building reliable LLM applications","foundingDate":"2023","industry":"Software Development","hasOfferCatalog":{"@type":"OfferCatalog","name":"AI Evaluation Services","itemListElement":[{"@type":"Offer","itemOffered":{"@type":"Service","name":"AI Model Evaluation","description":"Comprehensive evaluation tools for LLM applications"}},{"@type":"Offer","itemOffered":{"@type":"Service","name":"Dataset Management","description":"Scalable dataset storage and versioning for AI evaluations"}},{"@type":"Offer","itemOffered":{"@type":"Service","name":"Prompt Engineering","description":"Interactive playgrounds for prompt development and optimization"}}]},"contactPoint":{"@type":"ContactPoint","contactType":"customer service","url":"https://braintrust.dev/contact"},"sameAs":["https://github.com/braintrustdata/","https://discord.gg/6G8s47F44X","https://www.linkedin.com/company/braintrust-data","https://www.youtube.com/@BraintrustData","https://x.com/braintrust"]}
{"@context":"https://schema.org","@type":"WebSite","name":"Braintrust","url":"https://braintrust.dev","description":"The enterprise-grade AI evaluation platform for building reliable LLM applications","potentialAction":{"@type":"SearchAction","target":"https://braintrust.dev/docs?q={search_term_string}","query-input":"required name=search_term_string"}}

theme-color#000000
authorBraintrust Team
googlebotindex, follow, max-video-preview:-1, max-image-preview:large, max-snippet:-1
og:site_nameBraintrust
og:localeen_US
og:imagehttps://www.braintrust.dev/og?title=Production+AI+integration:+From+demo+to+reliable+application&description=Bridge+the+gap+between+AI+demos+and+production+through+architecture+patterns.&template=blog
og:typearticle
article:published_time21 August 2025
article:modified_time21 August 2025
article:authorBraintrust Team
article:tagevaluation
twitter:cardsummary_large_image
twitter:creator@braintrustdata
twitter:imagehttps://www.braintrust.dev/og?title=Production+AI+integration:+From+demo+to+reliable+application&description=Bridge+the+gap+between+AI+demos+and+production+through+architecture+patterns.&template=blog

Links:

The one-day event for AI teamsRegisterhttps://braintrust.dev/trace
https://braintrust.dev/
Docshttps://braintrust.dev/docs
Customershttps://braintrust.dev/customers
Pricinghttps://braintrust.dev/pricing
Contact saleshttps://braintrust.dev/contact
Sign uphttps://braintrust.dev/signup
Docshttps://braintrust.dev/docs
Customershttps://braintrust.dev/customers
Pricinghttps://braintrust.dev/pricing
Contact saleshttps://braintrust.dev/contact
Sign uphttps://braintrust.dev/signup
Latest articleshttps://braintrust.dev/articles
Production challenges that demos hidehttps://braintrust.dev/articles/integrating-ai-into-production#production-challenges-that-demos-hide
Architectural patterns for reliable AI integrationhttps://braintrust.dev/articles/integrating-ai-into-production#architectural-patterns-for-reliable-ai-integration
Observability for AI systemshttps://braintrust.dev/articles/integrating-ai-into-production#observability-for-ai-systems
Evaluation-driven development workflowshttps://braintrust.dev/articles/integrating-ai-into-production#evaluation-driven-development-workflows
Development-time evaluationhttps://braintrust.dev/docs/evaluate
Production logginghttps://braintrust.dev/docs/instrument
Managing integration complexityhttps://braintrust.dev/articles/integrating-ai-into-production#managing-integration-complexity
Operational practices for AI systemshttps://braintrust.dev/articles/integrating-ai-into-production#operational-practices-for-ai-systems
Infrastructure requirementshttps://braintrust.dev/articles/integrating-ai-into-production#infrastructure-requirements
Success measurement frameworkshttps://braintrust.dev/articles/integrating-ai-into-production#success-measurement-frameworks
Implementation roadmaphttps://braintrust.dev/articles/integrating-ai-into-production#implementation-roadmap
Documentationhttps://braintrust.dev/docs
Integrationshttps://braintrust.dev/docs/integrations
Cookbookhttps://braintrust.dev/docs/cookbook
Changeloghttps://braintrust.dev/docs/changelog
For PMshttps://braintrust.dev/resources/for-pms
Articleshttps://braintrust.dev/articles
Pricinghttps://braintrust.dev/pricing
Bloghttps://braintrust.dev/blog
Careershttps://braintrust.dev/careers
Contact ushttps://braintrust.dev/contact
Privacy Policyhttps://braintrust.dev/legal/privacy-policy
Trust centerhttps://trust.braintrust.dev/
GitHubhttps://github.com/braintrustdata/
Discordhttps://discord.gg/6G8s47F44X
Newsletterhttps://braintrust.dev/newsletter
Xhttps://x.com/braintrust
YouTubehttps://www.youtube.com/@BraintrustData
LinkedInhttps://www.linkedin.com/company/braintrust-data

Viewport: width=device-width, initial-scale=1

Robots: index, follow


URLs of crawlers that visited me.