Anderson LimaAI Architect
25 de enero de 2026
1 min de lectura
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#AI#FeatureFlags#Observability#RiskManagement
Feature Flags para IA
Explains why AI deployments need progressive rollouts, semantic telemetry and automatic rollback to manage non-deterministic models.
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Lançar IA em produção não é só "ligar o flag". Modelos não determinísticos precisam de rollout progressivo, métricas de qualidade em tempo real e rollback automático.
No artigo mostro o playbook que usamos para liberar recursos de IA com segurança:
- Segmentação por risco (interno → power users → base)
- Telemetria semântica (coerência, thumbs, latência, erro)
- Auto-rollback que reduz o rollout na hora e alerta o time
- A/B com baseline clássico para provar ROI
Veja o passo a passo, os trechos de código e o checklist completo: substack
#AI #FeatureFlags #Observability #RiskManagement
Anderson Lima
AI Architect
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Checklist de Code Review Pre-Producción
Checklist de 47 puntos para detectar bugs, riesgos de seguridad y problemas de rendimiento antes del lanzamiento.
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