CSE Roadmap

Common tier · about 4 hours · 7 parts

Part 3 of 7 · 3 min read

A reading order that saves time

Go from wide to narrow, and keep a short checklist for every API you use.

You almost never need to read the whole reference. Go from wide to narrow:

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1 Quickstart: get ONE request working end to end 2 Authentication: header name, key format, where to get a key 3 Reference for the one endpoint you need: required inputs, defaults 4 Limits and errors: rate limits, size limits, error format 5 Changelog and versions: what is deprecated or changing Go wide-to-narrow. Do not read the whole reference; read the part you will call.
Go from wide to narrow. You almost never need the whole reference.
  1. Quickstart. Reproduce its example exactly, with curl or a short script, before you change anything. That proves your key, network and account work.
  2. Authentication. Note the header name, the key format, and whether keys are tied to a project, region or spending limit.
  3. The reference page for your endpoint. Look for required inputs, defaults and the shape of the reply.
  4. Limits and errors. Rate limits, maximum request size, timeouts, the error body format, and which codes are safe to retry (module 3).
  5. Changelog. Look for deprecations and recent changes, especially when an example fails.

Keep a short note for every API you use, with the answers to these questions:

Question Where to look Why it matters
What is the base URL and version? Quickstart, servers section The wrong version behaves differently
How do I authenticate? Authentication page Header name and format differ between providers
What is required, and what has a default? Reference table Defaults silently shape every call where you set nothing
What are the limits? Rate limits and quotas page They decide concurrency and retries (modules 3 and 4)
What does an error look like? Errors page Your error handling has to parse it
How is a list paginated? The list endpoint Otherwise you only ever see the first page
Is a repeat call safe? Idempotency section Decides whether you may retry a POST
What does it cost? Pricing page, usage field in replies Agents can loop and spend quickly
What is deprecated? Changelog, deprecated flags Do not build on what is going away

Defaults are the hidden parameters

Here is a reference entry for a made-up model API. Read it as you would a real one:

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POST /v1/complete (a fictional model API) ParameterTypeRequiredDefaultNotes modelstringyes- messagesarrayyes- max_tokensintegerno256 temperaturenumberno1.0 streambooleannofalse must be a model you can accesslist of {role, content} Default stops long answers early!0 = most repeatable, higher = more variedtrue = replies arrive in chunks Also read, outside the table: ● "Rate limits": 60 requests/min per key; the 429 reply carries a Retry-After header ● "Errors": every error body is {"error": {"type", "message"}} ● "Response": the usage field reports tokens used, so you can track cost
A fictional reference entry. The default for max_tokens would cut long answers short without any error.

The parameter you did not set is often the one that explains a surprise. In this entry max_tokens has a default of 256. A long answer would stop at 256 tokens in the middle of a sentence, with no error, because the API considers that it did what you asked. Other examples: a default temperature that makes results differ from run to run, or a default timeout shorter than your slowest call (module 3).

When behaviour is strange

List every parameter and its default before you change your prompt. Then change one thing at a time.

Check yourself

  • Why do you reproduce the quickstart before changing anything?
  • In the entry above, what would you check if answers were cut off?