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Limits & quotas

Every numeric limit enforced by the platform, in one table.

Reference for capacity planning. Platform-wide unless noted per-user.

Jobs

Limit Value Scope
Concurrent jobs per user 5 per user
Parallel-lane worker slots 6 platform-wide (verify_emails, delivery_check, import, filter, sort)
Result file retention 7 days per job
Max run time per job 24 hours per job; results so far are kept and the remainder is queued again automatically (see Jobs lifecycle)
SSE stream max duration 6 hours per stream
Max EF per job 5 (default) per user, adjustable up to 50

The parallel lane is a pool separate from the serial lane used by extraction modules.

Veille

Limit Value
Frequency min 1 day
Frequency max 365 days

Pipelines

Limit Value
Max nodes 20
Max inputs/node 1 (MVP)

AI spending (BYOK)

Hard per-user caps on AI features (billed to your own provider key) with email alerts. Configurable in Settings up to 10× the default.

Cap Default Max Scope
Per request $10 $100 per user
Per day $10 $100 per user, UTC day
Per month $100 $1,000 per user, UTC month

Requests that would exceed a cap are blocked before the provider is ever called; you get an email at 80% and when a cap is reached. See AI spending caps.

Auth rate limits

Per-endpoint windows. Exceeding returns 429 Too Many Requests.

Endpoint Limit Window
Signup 3 attempts per hour, per IP
Login 5 attempts per 15 min, per IP+email
Password reset request 3 attempts per hour, per IP+email
Password change (logged-in) 5 attempts per hour, per user
Resend email verification 3 attempts per hour, per user
Feedback thread creation 20 attempts per hour, per user
Session lifetime 7 days sliding window

Creation quotas

Per account, shared between the session, API keys and the MCP connector. Jobs and pipelines draw on the same counter, and every attempt counts, including the ones refused by validation.

What Limit Window
Job and pipeline creations (POST /api/jobs, POST /api/jobs/<type>, POST /api/jobs/{id}/resume, POST /api/pipelines) 30 per 10 minutes
Job and pipeline creations (same endpoints) 300 per 24 hours
Checks that create nothing (POST /api/pipelines/validate, POST /api/estimate) 120 per 10 minutes

Beyond a limit the API answers 429 with a Retry-After header (seconds) and a message that states the limit and the wait, for example Too many launches in a short time: 30 maximum per 10 minutes. Try again in 7 minutes. Wait for the header value before retrying; retrying earlier does not shorten the wait.

These quotas apply to what an account asks for. The stages a running pipeline starts by itself, monitoring runs and automatic continuations are not counted.

To launch many pipelines, check each one with POST /api/pipelines/validate first and keep at most 5 jobs pending or running at a time.

Module-specific

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