Reviewing Salad's API developer experience

Bill Doerrfeld | August 19, 2024

I recently was hired by Salad to audit the developer experience of their platform. I dug deep into the developer documentation, assessing the onboarding process, testing API calls to see how they function, looking at the error responses, and gauging the overall experience. 


Salad has a really cool offering, and I encourage people to try it out. The platform offers a platform-as-a-service to deploy containerized cloud-based GPUs for training and running machine learning models. It also offers more SaaS-y options for calling pre-trained AI models to perform specific tasks, like audio transcription. You can configure some of this visually, but the entire platform is accessible via a RESTful HTTP API as well.


When I do these audits, I really try to get in the developer's shoes and take a "show me the code" mindset. I spent a few days getting comfortable and toying around with the platform. The project culminated in a 10-page audit and an hour-long consultation with the team. 


My biggest recommendation was to unify the developer experience, as learnability felt fragmented between the developer portal, individual cards for model recipes, tutorial pages, and the core API reference. I also noticed naming inconsistencies, errors, delays in running certain model jobs, a lack of SDKs, and other minor UI issues.


I loved the Salad API reference's playground, which is based on
Mintlify. I also suggested ways to refine the sandbox experience with auto-population for default fields. Some other tips could aid developer experience on Salad, such as including a public OpenAPI file, a public changelog, and stories around developer use cases.


All in all, the platform has a lot of potential, and the team was super friendly and helpful. I look forward to following their journey!


I really enjoy doing these audits (check out the one I did for
Authenticating.com), as it feels very fulfilling to help teams refine their product. Also, I can put all the best practices around API documentation and developer experience that we've been sharing on Nordic APIs for years to good use!

If you are interested in having me audit your API's developer experience, read more information here.

Learn more: API Developer Experience Audit
A grey articulated figure kneeling, arranging small white objects in a clear plastic container. White background.
By Bill Doerrfeld September 11, 2025
MCP shines for indeterministic workflows, novel integrations, and giving AI coding agents context on the fly. But for more predictable automation it may be overengineeering.
Overhead view of construction site with workers in orange vests, metal beams, and dark concrete.
By Bill Doerrfeld August 30, 2025
For my latest DirectorPlus column with LeadDev, I synced with JB Brown, VP of engineering at Smartsheet, to learn about their multi-agent AI development strategy.
Pink and purple sunset sky with dark, fluffy clouds.
By Bill Doerrfeld August 25, 2025
Alternative clouds are having a moment. Nearly 75% of orgs are using two or more alt clouds beyond the hyperscalers, according to a HostingAdvice.com report.
Digital global CIOs digital sovereignty
By Bill Doerrfeld August 20, 2025
The cloud is no longer borderless. Rising regional data laws and sovereign cloud mandates are forcing CIOs to act.
A
By Bill Doerrfeld August 11, 2025
In a multi-agent coding workflow, an engineer leads a "team" of specialist AI agents to perform various SDLC tasks: scaffolding, coding, testing, log analysis, deployment, and more.
Open source software churn end of life
By Bill Doerrfeld August 8, 2025
Open-source software churn is accelerating. With more frequent version end-of-lives and even total project abandonments, it's harder than ever to keep up.
Hype drives most programming language igrationsigra
By Bill Doerrfeld July 30, 2025
I covered a report from HostingAdvice.com, which found that the majority of programming language migrations are driven by hype, instead of proven outcomes.
Cross-functional teams help Stack Overflow adapt LeadDev DirectorPlus 2025
By Bill Doerrfeld July 28, 2025
Facing an existential crisis, Stack Overflow has had to pivot quickly. I synced with a director to discover what team strategies are helping them adapt.
System Initiative feature InfoWorld doerrfeld
By Bill Doerrfeld July 14, 2025
System Initiative aims to replace the toil of maintaining config files with a data-based digital twin and visual modeling engine. An engine for DevOps, if you will.
CIOs describe why AI agents need APIs
By Bill Doerrfeld July 10, 2025
My latest feature on CIO.com explores why CIOs view APIs as a critical linchpin to realize success with agentic AI. Learn what it'll all take.