business

Verdict

Submitted 5/20/2026, 12:13:53 AM · Completed 5/20/2026, 12:15:31 AM

7.5
go
The idea

Ask HN: What are Stainless users doing now that Anthropic has killed it?

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Hey HN, Two days ago, Anthropic bought Stainless and then immediately killed it. Stainless offered the ability to take an OpenAPI spec and automatically turn it into SDKs in almost any language, plus an MCP server. My company makes legal AI models that we serve through an API. All our SDKs we're generated by Stainless. Those SDKs are in active use in production and, come September, will need to be maintained by someone other than Stainless. We're not the only ones in this boat. OpenAI and Google also relied on Stainless. What are other users planning on doing now that Stainless is gone? We're hoping that a competitor or open-source community ends up taking on the mission of ensuring backwards compatibility or, at the very least, as seamless a migration as possible. If that doesn't get pulled off soon though, we may be forced into either completely breaking existing code or else maintaining everything by hand — the very thing Stainless was meant to take off our plate. Has anyone else thought of better options yet?
TRIZ inventive level: 3/5· Principles: parameter changes
Synthesis verdict
**Go** for building an alternative to Stainless as a money-making venture. The collapse of Stainless has exposed a hidden dependency in the AI API economy, and there is a clear, urgent, and sizable paying market for an alternative. The idea has a strong market need, with hundreds of mid-to-large tech companies that used Stainless for SDK generation facing costly manual maintenance or breaking changes. A well-executed successor could command enterprise SaaS pricing and attract funding or acquisition interest from API platforms. The key will be to simplify the scope, focus on the most critical features, and provide seamless migration tooling and long-term maintenance contracts.

Strengths

  • Clear market need with a sizable paying market
  • Strong unit economics with low COGS and high LTV
  • Differentiation opportunity through seamless migration tooling and long-term maintenance contracts
  • Potential for enterprise SaaS pricing and funding or acquisition interest
  • Existence of Stainless's potentially available codebase reduces technical complexity and development time

Weaknesses

  • High platform risk due to reliance on an emergent solution within a tight timeline
  • Potential for open-source alternatives to emerge, lacking enterprise-grade support
  • Risk of churn due to potential service disruptions and loss of client trust
  • Indirect cost of potentially losing clients due to increased costs from manual maintenance

Best angle

Focus on providing seamless, compliant SDK migration and ongoing maintenance for regulated domains like legal AI, and offer enterprise-grade SDK maintenance as a service with tiered pricing anchored in pain avoidance.

Panel verdicts

Viability

meta/llama-4-maverick-17b-128e-instruct

8.0

The existence of Stainless's potentially available codebase significantly reduces the technical complexity and development time for building an alternative.

The idea of building an alternative to Stainless, a tool that generates SDKs from OpenAPI specs and provides an MCP server, is feasible for a solo or 2-person team within 4-12 weeks. The technical complexity lies in accurately generating SDKs for multiple languages and maintaining backwards compatibility. However, since Stainless already exists and is open-source (now that Anthropic acquired and killed it, the code might become available), a new team can potentially leverage the existing codebase or learn from it. The main challenge will be in supporting multiple languages and keeping up with the evolving OpenAPI specs. A 2-person team with experience in API development, SDK generation, and software maintenance can realistically build a viable v1 within the given timeframe. They can focus on supporting a subset of languages initially and prioritize backwards compatibility. The key will be to simplify the scope and focus on the most critical features.

Market

qwen/qwen3-next-80b-a3b-instruct

9.0

The collapse of Stainless exposed a hidden dependency in the AI API economy — companies don’t just want SDK generation, they need guaranteed, automated, long-term SDK maintenance, and no one else is stepping in to fill that enterprise-grade gap.

There is a clear, urgent, and sizable paying market for an alternative to Stainless: companies using OpenAPI-generated SDKs in production, particularly in high-stakes domains like AI API providers (OpenAI, Google, legal tech, fintech, etc.). These firms rely on SDKs for developer experience, integration reliability, and scalability — and now face costly, time-intensive manual maintenance or breaking changes. The loss of Stainless created a vacuum for a critical infrastructure tool, not just a convenience. The audience includes at least hundreds of mid-to-large tech companies that used Stainless for SDK generation, many of whom have budgeted for developer tooling and cannot afford downtime or regression. The unmet need is not just generation, but long-term maintenance, versioning, backward compatibility, and MCP server continuity — all of which require deep API expertise and automation. Competitors like Swagger Codegen or OpenAPI Generator lack the polish, reliability, and enterprise support Stainless offered. A well-executed successor could command enterprise SaaS pricing ($10k–$100k/year per org) and attract funding or acquisition interest from API platforms. The urgency is real: September is a hard deadline for many, creating a narrow window for market entry. This isn’t a ‘nice-to-have’ — it’s a mission-critical infrastructure gap with immediate revenue potential.

Risk

nvidia/llama-3.3-nemotron-super-49b-v1

4.0

Reliance on an emergent solution within a tight timeline poses significant platform risk.

The idea relies heavily on the emergence of a competitor or open-source community to maintain backwards compatibility for Stainless's functionality, which is a high-risk assumption given the short 6-month timeline. If no viable alternative emerges, the company faces significant maintenance burdens or breaking existing code, both of which could severely impact operations. Regulatory risks are less immediate compared to the platform risk posed by Stainless's demise. Churn could increase if clients lose trust due to potential service disruptions, and while 'no-budget customers' isn't directly applicable, the indirect cost of potentially losing clients due to increased costs (passed on from manual maintenance) could be detrimental. The key failure modes are thus tied to platform risk and the inability to migrate seamlessly.

Monetization

mistralai/mistral-medium-3.5-128b

8.0

Monetize the urgency of Stainless’s absence by offering enterprise-grade SDK maintenance as a service with tiered pricing anchored in pain avoidance.

The opportunity here is a high-margin, sticky SaaS play targeting a niche but critical pain point: maintaining auto-generated SDKs for API-first companies (e.g., legal AI, OpenAI, Google) post-Stainless shutdown. Pricing could follow a tiered model: (1) Free for open-source projects (community adoption), (2) $500–$2,000/month for startups (per-language SDK generation + basic support), (3) $5,000+/month for enterprises (SLA-backed maintenance, backward compatibility guarantees, custom integrations). Channels: Direct sales to API-heavy dev teams (targeting CTOs/DevRel), GitHub sponsorships, and partnerships with API gateway providers (e.g., Kong, Postman). Gross margins would exceed 80% due to automation-heavy delivery (codegen + CI/CD pipelines). Unit economics are strong: low COGS (cloud-hosted codegen), high LTV (lock-in via SDK adoption in production). Risks: Open-source alternatives (e.g., OpenAPI Generator) may emerge, but lack enterprise-grade support. Differentiation lies in seamless migration tooling and long-term maintenance contracts.

Competition

nvidia/nemotron-3-nano-omni-30b-a3b-reasoning

7.0

A durable competitive advantage will come from providing seamless, compliant SDK migration and ongoing maintenance for regulated domains like legal AI, something current generic generators do not fully address.

The market need is clear: developers using Stainless to auto‑generate SDKs from OpenAPI specs now face a sudden void, and the same issue affects OpenAI, Google, and other API providers. Existing alternatives such as the OpenAPI Generator, Swagger Codegen, Postman Code Generator, and Stoplight provide code scaffolding but lack the integrated MCP server and the focused, compliance‑ready tooling that a legal‑AI provider would require. A new entrant that not only reproduces Stainless’s core functionality but also offers a seamless migration path—preserving existing SDK versions, supporting the MCP protocol, and delivering domain‑specific safeguards for regulated industries—could capture a niche. Open‑source communities could theoretically step in, yet they often lack the resources for rapid, production‑grade updates and may struggle to maintain backward compatibility across many languages. A commercial venture that combines a well‑maintained, open‑source‑friendly core with paid support, enterprise security audits, and a roadmap for continuous language support would differentiate itself from generic generators. The durability of this differentiation hinges on securing a sustainable maintenance model (e.g., a foundation, paid support tiers, or a consortium of affected companies) and on building a robust ecosystem of plugins and documentation that lowers the migration friction. If these conditions are met, the idea has a defensible edge; otherwise, the market may fragment into ad‑hoc forks, reducing the viability of a single, durable solution.

Synthesized by meta/llama-3.3-70b-instruct · 66.5s