◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Atlassian vs Replit

Replit runs closer to the foundational model (Direct API) than Atlassian (Cloud-hosted (Bedrock/Vertex/Azure)). No shared foundational model — different bets.

Atlassian

DevTools

Proximity
Cloud-hosted (Bedrock/Vertex/Azure)
Models
OpenAI · GPT
Cloud · datastore
AWSPostgreSQLDynamoDBKafka
Compliance
SOC 2ISO 27001FedRAMP (Moderate)
Architecture

Jira/Confluence migrated to an AWS-native multi-tenant platform (Micros) on PostgreSQL + DynamoDB. Atlassian Intelligence wraps OpenAI behind a tenancy/governance layer.

Replit

DevTools

Proximity
Direct API
Models
Anthropic · Claude
Cloud · datastore
GCPPostgreSQL (Neon)object
Compliance
SOC 2
Architecture

Cloud IDE whose Agent is built primarily on Anthropic Claude.

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