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windsurf cascade ai productivity development aws lambda python logging cloudwatch powertools serverless claude troubleshooting csharp aws-fargate docker ecs aws-lambda api-gateway jwt authentication s3 data-processing aws-cdk testing iac devops minimal-api constructs cdk-factory open-source aws-kiro ai-coding developer-tools artificial-intelligence publish-to-pypi-scripts pypi cicd automation git version control performance maintenance py-aws-code-artifact-tool aws-codeartifact cli py-setup-tool virtual-environment boto3-assist dynamodb packaging build twine best-practices aws-systems-manager ssm ec2 security bastion-host cloudfront spa static-site routing aws-iam iam-roles iam-policies dotnet dependency-injection architecture amazon-bedrock fine-tuning code-generation llm canary-deployment github-actions fastapi data-pipeline aws-powertools observability tracing mypy type-hints static-analysis aws-cost-optimization cloud-costs finops dynamodb-streams ttl real-time vpc networking fundamentals aws-appsync graphql api amazon-eventbridge event-driven-architecture microservices aws-step-functions orchestration containers cognito authorization trends large-language-models agents multimodality fargate ide codeium serilog asyncio asynchronous step-functions cdk pipelines project-structure xunit moq iam data-classes pydantic data-validation eventbridge scheduler boto3 event-driven sqs dependency-management poetry pdm pip bedrock generative-ai cost-optimization terraform transit-gateway database rds aurora cursor code-editor configuration options-pattern copilot minimal-apis venv virtual-environments identity-center sso modules packages cold-starts version-control gpt-4 review csharp-11 dotnet-7 ci-cd sam web-development sdk pyproject-toml records immutability pytest aspnetcore roles decorators functional-programming httpclientfactory nosql codewhisperer linq cpython async await requests http f-strings string-formatting layers pathlib standard-library clean-code software-development craftsmanship cloud-computing programming-languages standards modern-python iasyncenumerable docker-compose list-comprehension args-kwargs functions policies collections data-structures generics sns pub-sub itertools iterators infrastructure-as-code dictionaries web-api storage static-typing headers netcore entity-framework entity-framework-core orm rest-api database-design csharp-10 new-features encryption oop interfaces abstract-classes security-groups dms vpc-peering rest beginners sql access-management github quality-of-life cloudtrail auditing dotnet-6 lts preview valuetask ecr python-3-10 pattern-matching cloudformation attributes reflection blazor webassembly nuget python-3-8 walrus-operator syntax eks kubernetes csharp-9 dotnet-5 unification unit-testing nginx file-system ebs bucket mount sixty-seconds bash mysql connection-string dapper cost-management aws-cost-explorer programming string remote-work collaboration grpc rpc format-method control-flow loops python-3-9 error-handling exceptions cdn dotnet-core relational-database class cloud-native struct value-types csharp-8 release faas nullable-reference-types shared-responsibility abstraction developer-experience polymorphism python-3-7 dataclasses csharp-7 set array distributed-systems cross-platform extension-methods python-3-6 json net-standard mvc iaas paas saas javascript

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