Ship software at AI speed
Don’t let AI-generated code compromise your ability to ship. CircleCI validates every change, eliminates review bottlenecks, and keeps you ahead of the innovation curve.
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The AI productivity paradox
AI accelerates code but bottlenecks delivery
AI generates code faster than teams can validate it, creating friction that compromises release velocity.
Drift and hallucinations create costly errors at scale
Context drift and hallucinations create AI reliability risks that slow development cycles and erode essential user trust.
AI complexity inflates costs and crushes teams
Unpredictable AI outputs create runaway costs and new sources of stress for R&D teams.
The validation platform built for AI development
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“Everything we build and deploy is created with CircleCI – and it’s helping us build more models and machine learning applications.”
Xavier Portilla Edo | Infrastructure Team Lead at Voiceflow
Frequently asked questions
What makes CircleCI different from other CI/CD tools for AI development?
What makes CircleCI different from other CI/CD tools for AI development?
While basic platforms can handle traditional workflows, AI development requires specialized capabilities. CircleCI offers intelligent test selection, AI-aware change detection, and optimization specifically designed for AI development patterns. Our autonomous validation platform continuously writes, optimizes, and manages your tests while expertly orchestrating workflows across teams and infrastructures.
How does CircleCI address the AI productivity paradox?
How does CircleCI address the AI productivity paradox?
CircleCI solves the problem of AI generating code faster than teams can validate it. Our platform provides fast feedback on model behavior, automatically detects and prevents AI hallucinations and LLM rule violations, and offers on-demand GPU resources to handle large-scale AI workloads. This approach helps teams maintain velocity while ensuring quality, managing costs, and eliminating toil.
What types of AI applications can I build and deploy with CircleCI?
What types of AI applications can I build and deploy with CircleCI?
CircleCI supports all types of AI applications including LLM-powered services, machine learning models, computer vision systems, recommendation engines, and more. Our platform integrates with popular frameworks like TensorFlow, PyTorch, Hugging Face, LangChain, and other AI tools, making it ideal for both traditional ML and cutting-edge generative AI development.
How does CircleCI help ensure the reliability of AI features in production?
How does CircleCI help ensure the reliability of AI features in production?
CircleCI ensures production reliability through comprehensive pre-deployment validation and robust post-deployment safeguards. Our MCP server provides agents with full pipeline context to analyze your code base and address critical issues before they reach production. After deployment, CircleCI’s native health monitoring detects anomalies and triggers automated rollback pipelines, preventing costly AI failures while maintaining continuous service availability.
What types of agents does CircleCI offer and how do they help with AI development?
What types of agents does CircleCI offer and how do they help with AI development?
CircleCI offers a powerful suite of intelligent agents to unblock your entire SDLC and accelerate AI development. Our Flaky Test Agent works in the background to analyze test behavior, identify failure patterns, and automatically open pull requests with fixes. Additional agents include a repair agent for self-healing pipelines when builds fail; a code review agent for instantaneous code reviews that surface risks faster and unblock teams; a coverage agent to ensure critical code paths are properly tested; and an incident agent to quickly diagnose failures during regressions. These agents eliminate maintenance headaches so your team can stay focused on innovation.
How can I get started using CircleCI for my AI development workflow?
How can I get started using CircleCI for my AI development workflow?
Sign up for a free CircleCI account to get started with up to 6,000 build minutes per month. Our platform works with your existing repositories and AI frameworks. For enterprise AI teams, we offer tailored solutions with advanced security, compliance, and scale features. Contact us for a personalized consultation on how CircleCI can optimize your AI development pipeline.