Claude Code 初创公司使用指南：五大运营原则

The Claude Code guide for startups

How fast-growing startups use Claude Code to ship—five operating principles drawn from interviews with more than a dozen companies.

• Category
• Claude Code
• Product
• Claude Code
• Date
• August 20, 2026
• Reading time
• 5
• min
• Share
• Copy link
• https://claude.com/blog/claude-code-guide-for-startups
• Author(s)
• Michael Segner

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This guide is also available for download — the same five rules, founder insights, and checklist, laid out for reading offline or sharing with your team.

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AI natives working at the frontier

If you want to take a peek at the future of work, ask startups how they are operating today. So we did.

We spoke with more than a dozen fast-growing startups about how they use agentic coding tools to build products and scale their companies. These startups are changing the rules of who gets to build, what gets scrapped, and how to create a flywheel between how you build and what you build.

And they are shipping like organizations ten times their size.

ClickHouse30%more features shipped

Omni2–3xengineering productivity

Clay100%of bug triage automated

Artemis Security6,000+PRs a week

In this guide, we'll dive into the unique deployments of these organizations to learn the rules they follow to ship fast and maintain their competitive advantage.

In doing so we'll also start to glean an answer to the question: what would it look like if an organization built their product development lifecycle with Claude Code from the ground up?

The five rules

• Everyone ships
• Automate the tedium
• Trust, but verify
• Build for rebuilding
• Prototype, dogfood, productionize

Featuring founder insights from

Artemis SecurityCainexClayClickHouseCognitionCommureCrosbyEmergentHarveyHeidiHiggsfieldOmniParahelpTranslucentZingage

Tip: Only interested in the practical next steps? We've put a checklist at the end of this guide that consolidates the key technical tips contained in each chapter.

01

Everyone ships

Agentic coding lowers the barrier to entry, so the person who understands the problem can ship the first version of the fix.

Agentic coding lowers the barrier to entry for non-technical employees to build products. With Claude Code, you can create functional features without being fluent in a coding language or how to use an IDE.

"Not only were engineers shipping much more, but non-technical people (like me) were also suddenly shipping UI changes and other product improvements."Mads Lunau Liechti · co-founder, Parahelp

For startup founders this has obvious advantages. For one, they don't have the headcount of their larger competitors so it's "all hands on deck." But it's not just raw capacity that founders are after–these non-technical members of the team bring domain expertise as well.

"Claude Code changed what it meant to be a lawyer at Crosby. The lawyers have the best product insights, because they are the users. It's been amazing to watch them cook."Ryan Daniels · co-founder and CEO, Crosby

We heard the same thing from Dr. Thomas Kelly, co-founder and CEO of Heidi.

"For us, Claude Code solved the broken telephone problem. The way a new idea used to move through a team was the person with the idea tells a PM, who tells a designer, who then tells an engineer… and inevitably the essence of the idea gets lost in that chain. By the time something shipped, it often didn't resemble what the person had in mind. And it took weeks. Claude Code collapses that chain. The person who actually understands the problem can ship a PR bringing in designers and engineers for the parts where their expertise matters."Dr. Thomas Kelly · co-founder and CEO, Heidi

Saying "everyone ships" makes for a great LinkedIn post, but how does that work in reality? Is the marketing team approving pull requests? Is the legal team working through the intricacies of bisecting flaky tests?

The answer we got is that there is still a division of labor. Marketers still focus on marketing and developers still focus on developing. But the all important first step of getting an idea to working prototype, of going from 0 to 1, is open to everyone.

We also saw the most effective startups create mechanisms to make these contributions systemic rather than leaving it to chance or individual ambition.

Create connections

It's one thing to create expectations for employees to use AI, it's another to give them access to Claude Code and the tools they need.

"We're actually not running away from [having non-technical employees contribute], we're going towards it. Our take is every role is becoming an engineering role because you can build software for it… so we hire people who are tinkerers, who are interested in building"Kareem Amin · co-founder and CEO, Clay

At Crosby, the team didn't bring lawyers to Claude Code, they brought Claude Code to the lawyers by connecting it to the tools and operating systems they were familiar with and worked in every day.

Tip: Claude can't understand what it can't see. One of the most effective ways to extend Claude's value is to connect it to sources of truth and the tools your team uses every day.

MCP is an open source standard for AI-tool integrations that give Claude Code access to your tools, databases, and APIs. Explore adding these connections whenever your team finds itself copying and pasting information from a tool into Claude.

Connecting via CLI can be more token-efficient when a mature command-line tool already exists (gh, kubectl, bq, psql) and you want Claude working against the same ground truth your engineers do.

MCP Connector Directory in Claude Code desktop.

Standup showcases

At some point, ideas need to be given the opportunity to be prioritized so that organizational resources can help bring them to market. That road is clear for product managers—it's their job after all—but not as clear for non-technical employees.

Clay creates quarterly reviews where prototypes are considered and can enter the formal roadmap. This is how a go-to-market team member at Clay built an autonomous agent that visits your websites, fills out your lead-capture forms, times how long it takes to respond, rates the experience, and generates a performance report.

Omni has a dedicated Slack channel for Claude generated prototypes with contributions from everyone including senior technical staff. They also practice the corollary of "everyone ships," which is "everyone talks with customers."

Even though engineers don't naturally gravitate toward customer calls, Omni deliberately puts them in front of customers because it closes the feedback loop faster.Chris Merrick · co-founder and CTO, Omni

Share skills

The line between "everyone ships" and "piecemeal" can be a thin one. Feature prototypes, whoever they come from, still need to be integrated into a product that feels like a cohesive whole. This is where skills, reusable instruction files that encode your team's standards and context, can help ensure development stays aligned even as the process becomes increasingly democratized.

"Anyone on the team can draft product components, marketing collateral or deck material from Claude Code using our design system as reference. AI that touches the product must clear a much higher bar, which Claude Code helps us meet with more precision," said Dr. Thomas Kelly, Heidi.

They can also get new developers and non-technical employees onboarded and up and running quickly.

"...we also have a GitHub repo of Claude Code skills which works as a shared knowledge base to quickly bootstrap a Claude Code session with known Emergent details like database [and data warehouse] location, some schema [information], overall company context….instead of trying to be perfect here, it is ok to live with slightly outdated context files as long as the agent can quickly verify and course correct."Mukund Jha · co-founder and CEO, Emergent