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Author SHA1 Message Date
Alexander Whitestone
fe0f49f2db docs: 27B cron Kubernetes bias mitigation
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Document the finding that 27B defaults to K8s CronJob format but
follows explicit 'NOT Kubernetes' constraints. Prompt pattern:
'standard cron YAML (NOT Kubernetes) for...'

From #576 benchmarks. Closes #649, #652
2026-04-14 07:39:18 -04:00

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# Big Brain 27B — Cron Kubernetes Bias Mitigation
## Finding (2026-04-14)
27B defaults to generating Kubernetes CronJob format when asked for cron configuration.
## Mitigation
Add explicit constraint to prompt:
```
Write standard cron YAML (NOT Kubernetes) for fleet burn-down...
```
## Before/After
| Prompt | Output |
|--------|--------|
| "Write cron YAML for..." | `apiVersion: batch/v1, kind: CronJob` |
| "Write standard cron YAML (NOT Kubernetes) for..." | Standard cron format without k8s headers |
## Implication
The bias is default behavior, not a hard limitation. The model follows explicit constraints.
## Prompt Pattern
Always specify "standard cron YAML, not Kubernetes" when prompting 27B for infrastructure tasks.
## Source
Benchmark runs in #576. Closes #649, #652.