PATTERN Cited by 1 source
Tiered override via group membership¶
Problem¶
Per-user quota values that float to arbitrary numbers become opaque — no one can quickly answer "who has elevated limits and by how much?" Auditing requires scanning every user's configuration individually.
Solution¶
Replace arbitrary per-user limit values with a small set of fixed tiers, each implemented as a gateway group. Tier promotion = adding the user to the higher tier's group. A group listing immediately answers who is above default and by how much.
Structure¶
Tier 0 (base) ── default group (everyone starts here)
Tier 1 (1 ack) ── daily-tier-1 group
Tier 2 (2 acks) ── daily-tier-2 group
...
Monthly Tier A ── monthly-2x group (manager-approved)
Monthly Tier B ── monthly-5x group (skip-level-approved)
Monthly Tier C ── monthly-unlimited group (rare)
Promotion mechanisms: - Daily tiers: automated on self-serve acknowledgment + proactive scheduled job. - Monthly tiers: manual via manager approval; time-scoped to project; auto-revert at expiry.
Key design choices¶
- Coarse steps force real conversations. Instead of infinite small bumps nobody reviews, a jump from base to 5× triggers a meaningful discussion about the spend's business justification.
- Legibility. A group listing answers the audit question instantly — no per-user database scan.
- Time-scoped monthly tiers. A one-month project doesn't become a permanent entitlement. Duration is explicit at approval time (1/3/6 months), then reverts automatically.
- Coupled scaling. When monthly tier rises, daily increment scales proportionally, keeping the runaway guard calibrated.
Consequences¶
- Positive: System remains auditable and legible at scale. Prevents limit creep (temporary entitlements don't persist). Simplifies the policy surface to a few well-understood tiers.
- Negative: Less granular than arbitrary per-user values. Some users may feel forced into the next coarse tier when they need slightly more. Group management infrastructure required.
Known uses¶
- systems/unity-ai-gateway-budgets at Databricks — both daily and monthly tiers implemented as gateway group membership (Source: sources/2026-07-28-databricks-coding-agent-spend-unity-ai-gateway-budgets).
Seen in¶
- sources/2026-07-28-databricks-coding-agent-spend-unity-ai-gateway-budgets — full description of fixed tiers, automatic daily promotion, manager-approved monthly promotion with auto-revert.