Okyline is an Executable Data Design (EDD) platform for declarative data validation contracts and measurable operational data quality.
Instead of maintaining disconnected specifications, validators, tests, and quality dashboards, Okyline uses a single executable contract as the operational source of truth for validation and flow quality monitoring.
The same readable contract drives multi-format validation, deterministic execution, quality measurement, data quality gate, and historical quality analytics across APIs, events, files, LLM structured outputs, and enterprise data flows.
Community Edition provides the open specification, a free Java validation runtime, a public Claude AI assistant for contract generation, and a free online studio for executable JSON validation contracts and JSON Schema transpilation.
Enterprise Edition supports direct validation of JSONL, XML, CSV, FIXED, and EDI flows, data quality gate, and operational quality dashboards, all without databases
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Fully managed relational database service for MySQL, PostgreSQL, and SQL Server with rich extension collections, configuration flags, and developer ecosystems. New customers get $300 in free credits to spend on Cloud SQL. You won’t be charged until you upgrade. Reduce maintenance costs with fully managed MySQL, PostgreSQL and SQL Server databases. Ensure business continuity with reliable and secure services backed by 24/7 SRE team. Data encryption at rest and in transit. Private connectivity with Virtual Private Cloud and user-controlled network access with firewall protection. Compliant with SSAE 16, ISO 27001, PCI DSS, and HIPAA. Scale your instances effortlessly with a single API call whether you start with simple testing or you need a highly available database in production.
Simplify database operations with AI-powered assistance in Gemini, now in preview on Cloud SQL. It streamlines development, performance optimization, fleet management, governance, and migration.
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AWS Application Migration Service
AWS Application Migration Service (MGN) is a highly automated lift-and-shift solution designed to simplify, accelerate, and reduce the cost of migrating applications from on-premises environments, private clouds, or other public clouds into AWS. It works by continuously replicating source servers at the block level into an AWS account, preserving the exact configuration of applications, operating systems, and data. When organizations are ready to migrate, the service automatically converts these replicated servers into native AWS resources such as Amazon EC2 instances, enabling fast cutover with minimal downtime and no need to modify applications. It is built to handle large-scale migrations with high compatibility, allowing businesses to move many physical, virtual, or cloud-based servers without performance disruption or lengthy migration windows. It reduces manual effort by automating key processes such as replication, conversion, and launch, minimizing errors.
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