Official and stable preparation resources for the planned Python Institute PCAA associate automation credential.
Use these resources while PCAA-31-0x: Certified Associate Automation Specialist with Python remains work in progress.
| Resource | Use it for |
|---|---|
| Python Institute certification roadmap | Current PCAA status, credential name, exam family, and whether the active exam page exists. |
| Topic | What to review |
|---|---|
| Python CLI scripts | Arguments, environment variables, configuration, exit codes, and user-facing errors. |
| API automation | Authentication, pagination, status codes, timeouts, retries, and rate limits. |
| Idempotency | Checkpoints, unique keys, duplicate prevention, and safe reruns. |
| Scheduling | Cron-like behavior, overlapping runs, missed runs, and recovery. |
| Logging | Structured messages, counts, summaries, correlation values, and secret redaction. |
| Secrets | Keeping tokens and credentials out of source code, logs, and command history. |
| File operations | Safe paths, dry runs, backups, atomic writes, and guarded deletes. |
Before publishing deep objective pages or sample questions for PCAA, re-check the live Python Institute roadmap and any active PCAA exam page. Do not infer exam duration, score, number of questions, pricing, or tool requirements from this early guide.