how to generate a typed api client in typescript from real docs

In Atlas, call websearch to find the vendor's documentation page and webfetch to pull it into context, then ask Atlas to generate typed API clients from the real response shapes. Atlas surfaces a unified diff for every file before writing, so you review each interface.

why does chatgpt hallucinate typescript interfaces for apis

A model recalling an API from training will produce an interface that compiles but does not match the current payload. Atlas avoids this by retrieving the documentation with webfetch first, so the TypeScript interface is written from the documented response shape rather than from memory.

can atlas browse documentation while working in my typescript repo

Yes. Atlas can leave the repo when the answer is not in the repo. webfetch pulls a documentation page with format negotiation for markdown, text, or html, and websearch finds the page when you lack the URL. Both sit behind explicit permissions.

how do i block an ai agent from making network requests

Set a deny rule. Every Atlas tool call is permission-gated against allow, ask, and deny rules before it runs, so denying webfetch and websearch stops all outbound requests. Atlas can also build its code index with local Ollama embeddings, keeping code off third-party servers.

how do i test a typescript api client against documented behavior

Write a vitest spec that mocks the endpoint and asserts the request body and headers match the shape webfetch retrieved from the vendor docs. Install the SDK with pnpm, run prettier over the changed files, and let tsconfig.json strictness catch type mismatches.

atlas webfetch format markdown option

webfetch supports format negotiation for markdown, text, or html. Passing format markdown or text sets the Accept header so the server returns a compact representation, which keeps the endpoint tables in context alongside your TypeScript type definitions.

how does atlas know my tsconfig path aliases when writing a client

Atlas reads your type definitions, path aliases, and strictness settings when started in a project with a tsconfig.json, and it indexes code by AST declarations using tree-sitter, not blind line windows. The generated client imports through your aliases rather than by relative guesswork.

Research a Third-Party API Before Integrating It in TypeScript with Atlas (2026)

Atlas researches a third-party API before you write TypeScript by calling websearch for the current documentation page and webfetch to pull it into context, then writing the client against the real signatures. The payoff in a TypeScript project is concrete: the interfaces in src/clients/ describe the response body the vendor actually returns, not one the model imagined, so tsconfig.json strictness catches real mismatches. Ask Atlas to tighten types, remove any, or generate typed API clients, then approve the diff before pnpm, vitest, and prettier run.

Why does an untyped guess hurt more in TypeScript than in other languages?

A hallucinated response interface in TypeScript compiles. Atlas avoids that failure by fetching the vendor's live documentation with webfetch before writing src/clients/vendor.ts, so the interface reflects the real payload. In 2026 a wrong type that typechecks is worse than no type at all, because it silences the strictness you turned on.

TypeScript's value comes from types being true. An agent that invents an interface for a webhook payload gives you a green tsconfig.json strict build and a runtime crash, and the strictness settings you enabled actively work against you because nobody re-checks a field the compiler already blessed. Atlas treats the vendor's documentation as retrievable rather than recallable. websearch finds the page, and the tool injects the current year into its description so the model biases toward fresh sources. webfetch pulls it. The type definitions written afterwards describe the shape the docs actually specify, which is the only version of a typed API client worth having.

How do websearch and webfetch work in an Atlas TypeScript session?

Atlas can leave the repo when the answer is not in the repo. websearch finds the documentation page when you do not have the URL, and webfetch pulls it with format negotiation across 3 representations, markdown, text, or html, asking permission with the URL as the pattern before any request leaves your TypeScript project.

Passing format markdown or text to webfetch steers the server, through the Accept header, toward a compact representation. In a TypeScript workflow that compactness is what leaves room in context for the endpoint's request and response tables alongside your existing tsconfig.json path aliases and the .d.ts surface of the package you are wrapping. Both tools sit behind explicit permissions so the model cannot quietly exfiltrate context to arbitrary hosts, and every Atlas tool call is permission-gated against allow, ask, and deny rules before it runs. Approving a webfetch to a vendor's docs domain is a deliberate act, not a default.

How does Atlas generate a typed API client from fetched documentation?

Ask Atlas to generate a typed API client after webfetch has pulled the docs, and Atlas writes the interfaces and the request functions with write or edit. Atlas computes 1 unified diff for every file edit and surfaces it for approval before writing, so each new TypeScript interface is reviewed before it lands in src/.

The generated client is only as good as the conventions it copies, so Atlas greps the repository before committing to a pattern that does not match the codebase. If your existing clients export a typed wrapper that narrows a union on the status field, the new one does too. If your repo forbids any and you asked Atlas to remove any, the fetched schema is what makes that possible: a field documented as a string enum becomes a union type instead of a shrug. Atlas indexes code by AST declarations using tree-sitter, not blind line windows, so when Atlas looks for your existing client pattern it finds the exported function or interface itself.

What do I run after Atlas writes the TypeScript integration?

Install the vendor SDK with pnpm, run vitest on a spec that asserts the request body matches the documented shape, and run prettier over the changed files. Atlas snapshots file changes as git patches, so a 2026 client written against the wrong API version can be diffed and rolled back cleanly.

Verification for TypeScript has two halves. The compiler half comes free once the interfaces are honest: run Atlas in a project with a tsconfig.json and let it read your type definitions, path aliases, and strictness settings, and a response field you typed as required but the vendor documents as optional shows up as a real error. The runtime half is vitest, where a spec mocking the endpoint proves the client sends the headers and body the fetched docs describe. pnpm installs the SDK. prettier normalizes the diff. Atlas reads git branches, status, and diffs, and can stage and create commits on your behalf.

Can I stop Atlas from reaching the network at all in a TypeScript repo?

Yes. Deny webfetch and websearch in your Atlas permission rules and 0 outbound requests are possible, because every Atlas tool call is permission-gated against allow, ask, and deny rules before it runs. For teams that also want indexing offline, Atlas can build its code index with local Ollama embeddings.

Permission rules in Atlas are three-valued: allow, ask, and deny. A TypeScript team working under a strict egress policy can deny webfetch outright, or allow it only for a vendor's documentation domain and leave everything else on ask, in which case the URL shows up as the pattern in the prompt. Keeping code off third-party servers is a separate concern from browsing, and Atlas handles it separately: Atlas can build its code index with local Ollama embeddings, keeping code off third-party servers, so the semantic index over your src tree stays on your machine even while research happens.

Step by step

01Run atlas in a project with a tsconfig.json and let it read your type definitions, path aliases, and strictness settings.
02Call websearch to find the vendor's current documentation page; the tool injects the current year into its description so the model biases toward fresh sources.
03Fetch the page with webfetch, passing format markdown or text so the Accept header steers the server toward a compact representation.
04Approve the webfetch permission prompt, which asks with the URL as the pattern before any request goes out.
05Grep for an existing typed client in src/ so the new one copies your repo's error handling and export conventions.
06Ask Atlas to generate the typed API client from the fetched response shapes, then approve the unified diff before the interfaces land.
07Install the vendor SDK with pnpm, then run vitest on a spec asserting the request body and headers match the documented shape.
08Run prettier over the changed files, and ask Atlas to remove any remaining any so the client is strict end to end.

Frequently asked questions

how to generate a typed api client in typescript from real docs: In Atlas, call websearch to find the vendor's documentation page and webfetch to pull it into context, then ask Atlas to generate typed API clients from the real response shapes. Atlas surfaces a unified diff for every file before writing, so you review each interface.
why does chatgpt hallucinate typescript interfaces for apis: A model recalling an API from training will produce an interface that compiles but does not match the current payload. Atlas avoids this by retrieving the documentation with webfetch first, so the TypeScript interface is written from the documented response shape rather than from memory.
can atlas browse documentation while working in my typescript repo: Yes. Atlas can leave the repo when the answer is not in the repo. webfetch pulls a documentation page with format negotiation for markdown, text, or html, and websearch finds the page when you lack the URL. Both sit behind explicit permissions.
how do i block an ai agent from making network requests: Set a deny rule. Every Atlas tool call is permission-gated against allow, ask, and deny rules before it runs, so denying webfetch and websearch stops all outbound requests. Atlas can also build its code index with local Ollama embeddings, keeping code off third-party servers.
how do i test a typescript api client against documented behavior: Write a vitest spec that mocks the endpoint and asserts the request body and headers match the shape webfetch retrieved from the vendor docs. Install the SDK with pnpm, run prettier over the changed files, and let tsconfig.json strictness catch type mismatches.
atlas webfetch format markdown option: webfetch supports format negotiation for markdown, text, or html. Passing format markdown or text sets the Accept header so the server returns a compact representation, which keeps the endpoint tables in context alongside your TypeScript type definitions.
how does atlas know my tsconfig path aliases when writing a client: Atlas reads your type definitions, path aliases, and strictness settings when started in a project with a tsconfig.json, and it indexes code by AST declarations using tree-sitter, not blind line windows. The generated client imports through your aliases rather than by relative guesswork.

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