--- title: The Agent Development Lifecycle has arrived on Cloudflare description: Cloudflare introduces the Agent Development Lifecycle (ADLC), a framework for replacing the traditional SDLC with agent-driven software factories. The post... canonical: https://daily.dev/posts/the-agent-development-lifecycle-has-arrived-on-cloudflare-byookuz9n twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Agent Development Lifecycle has arrived on Cloudflare | daily.dev og:description: Cloudflare introduces the Agent Development Lifecycle (ADLC), a framework for replacing the traditional SDLC with agent-driven software factories. The post... og:url: https://daily.dev/posts/the-agent-development-lifecycle-has-arrived-on-cloudflare-byookuz9n og:image: https://api.daily.dev/og/posts/ByOoKUZ9N.png og:image:alt: The Agent Development Lifecycle has arrived on Cloudflare 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. # The Agent Development Lifecycle has arrived on Cloudflare **[Cloudflare](https://daily.dev/sources/cloudflare)** · 11 min read · 7 upvotes · 2 comments ## Summary Cloudflare introduces the Agent Development Lifecycle (ADLC), a framework for replacing the traditional SDLC with agent-driven software factories. The post argues that AI has made code implementation fast and cheap, but the rest of the SDLC — testing, deploying, maintaining — still relies heavily on humans. Cloudflare proposes using Workflows as the orchestration layer for autonomous agents to own the full software lifecycle. New tools announced include @cloudflare/ci for CI/CD pipelines built on Cloudflare Workflows, OpenTelemetry tracing in local dev, Cloudflare Agents observability dashboard, and case studies on engineering standards enforcement and automated GitHub issue triage. The ADLC requires platforms to be programmatic, horizontally scalable, reproducible, real-time, atomic, permissioned, and self-improving. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### What is the Agent Development Lifecycle (ADLC) that Cloudflare announced? The Agent Development Lifecycle is Cloudflare's proposed replacement for the traditional Software Development Lifecycle, designed for systems where AI agents rather than humans drive planning, implementation, testing, deployment, and maintenance. It requires infrastructure that is programmatic, horizontally scalable, reproducible, real-time and push-based, atomic, permissioned, and self-improving, built on Cloudflare Workflows that can spawn containers, agents, and browsers. _Track how agent-driven development platforms like the ADLC evolve by following Cloudflare and CI/CD news on daily.dev._ ### What is @cloudflare/ci and how does it use Cloudflare Workflows? @cloudflare/ci is a new CI/CD system built on Cloudflare Workflows that can run across millions of repositories, self-heal failures, and spawn agents for more complex tasks. It lets developers define pipeline steps like install, lint, test, typecheck, build, and deploy as chained Workflow runner calls, with dependency caching and Cloudflare credential support for deployment steps. _Developers evaluating agent-driven CI/CD tools can follow releases like @cloudflare/ci on daily.dev._ ### How can Cloudflare Workflows orchestrate AI agents beyond a linear CI/CD pipeline? Cloudflare Workflows can be defined dynamically and can spawn agents or other Workflows, passing context between steps rather than just running a fixed sequence. An example shows a Workflow collecting daily findings, dispatching them to a Flue-based reviewer agent, and reading back the agent's structured reply, illustrating how a Workflow controls when and how an agent is prompted. _Teams designing agent orchestration pipelines can keep up with Workflow-based patterns like this on daily.dev._ ## Community discussion Top comments from developers on daily.dev. **@seyoungcho** · 0 upvotes > So it's like a LangSmith competitor? **@trevorsuna** · 0 upvotes > The important shift is treating orchestration, permissions, and observability as part of the agent platform, not as cleanup after code generation. Reproducible workflows and traces are what make autonomous changes reviewable when something goes wrong. ## Similar posts on daily.dev - [ADLC: The Lifecycle Taking Shape](https://daily.dev/posts/adlc-the-lifecycle-taking-shape-napaas7zg) · Medium · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#cicd](https://daily.dev/tags/cicd), [#cloudflare](https://daily.dev/tags/cloudflare), [#opentelemetry](https://daily.dev/tags/opentelemetry) [View this post on daily.dev](https://daily.dev/posts/the-agent-development-lifecycle-has-arrived-on-cloudflare-byookuz9n) ```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":"The Agent Development Lifecycle has arrived on Cloudflare","url":"https://daily.dev/posts/the-agent-development-lifecycle-has-arrived-on-cloudflare-byookuz9n","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-agent-development-lifecycle-has-arrived-on-cloudflare-byookuz9n"},"datePublished":"2026-08-04T13:03:23.537Z","dateModified":"2026-09-13T18:30:17.331Z","description":"Cloudflare introduces the Agent Development Lifecycle (ADLC), a framework for replacing the traditional SDLC with agent-driven software factories. 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