talkops-ai

by TalkOps AI

Builds, deploys, and operates AI agents on Amazon Bedrock AgentCore: Strands/LangGraph scaffolding, Gateway and MCP tools, memory, Cedar policies, evaluations, trace debugging, and production hardening.

by TalkOps AI

Generative AI and ML skills for the main agent: Amazon Bedrock models, agents, knowledge bases, and guardrails, plus AWS AI/ML service selection and SageMaker AI, with the read-only SageMaker AI MCP server.

by TalkOps AI

Builds and deploys full-stack web and mobile apps with AWS Amplify Gen 2: Cognito auth, AppSync/DynamoDB data models, S3 storage, functions, and the Amplify AI Kit.

by TalkOps AI

Analytics skills for the main agent: data lakes on S3 Tables/Iceberg, Glue Data Catalog and connections, Athena and Redshift (incl. migrations), OpenSearch, S3 Vectors, Clean Rooms, MWAA (Airflow), and system-table queries, with data-processing, Redshift, S3 Tables, and Spark troubleshooting/upgrade MCP servers.

by TalkOps AI

Cloud security and identity engineer: IAM policies, roles and trust relationships, Security Hub/GuardDuty/Inspector/Macie findings, Secrets Manager safe-handling, Cognito authentication, and Well-Architected security posture checks.

by TalkOps AI

Analyzes codebases and generates structured technical documentation with source-of-truth citations and architecture views, optimized for AWS workloads built with CDK, CloudFormation, and Terraform.

by TalkOps AI

EC2 skills for the main agent: choosing compute, launching instances with best practices, instance profiles, Auto Scaling, and EC2 Image Builder pipelines.

by TalkOps AI

Container skills for the main agent: EKS, ECS, Fargate, ECR, and App Runner design and troubleshooting, with the EKS and ECS MCP servers (read-only) and Finch for building and pushing images.

by TalkOps AI

Cost skills for the main agent: Cost Explorer analysis, anomalies, budgets, Savings Plans and Reserved Instances, Compute Optimizer right-sizing, and pricing estimates, with the Billing and Cost Management and Pricing MCP servers.

by TalkOps AI

Data-lake and analytics engineer: S3 Tables/Iceberg, Glue connections and Data Catalog, Athena and Redshift queries, ingestion pipelines, S3 Vectors, OpenSearch, and MWAA (Airflow) authoring, testing, debugging, and upgrades.

by TalkOps AI

Database engineer for the AWS portfolio: chooses the right engine, designs schemas, runs queries and migrations, and operates Aurora DSQL, Aurora/RDS, DynamoDB, DocumentDB, ElastiCache/MemoryDB, Neptune, Keyspaces, and Timestream.

by TalkOps AI

Database skills for the main agent: engine selection and service-specific guidance for Aurora (PostgreSQL, MySQL, DSQL), RDS (open source, Oracle, SQL Server, Db2), DynamoDB, DocumentDB, ElastiCache, Keyspaces, Neptune, and Timestream for InfluxDB, with read-only database MCP servers and opt-in connectors.

by TalkOps AI

Takes an application from code to running on AWS: analyzes the codebase, recommends an architecture with cost estimates, generates and deploys IaC (incl. Elastic Beanstalk), and produces validated draw.io architecture diagrams.

by TalkOps AI

Drives AWS DevOps Agent and AWS Security Agent: incident root-cause investigations, release-readiness reviews and UAT, code and diff security scans, threat modeling, penetration tests, and finding remediation.

by TalkOps AI

Amazon WorkSpaces skills for the main agent: setting up and operating agent access to WorkSpaces desktops.

by TalkOps AI

Foundation skills for any AWS work on the main agent: sign-in and credential setup, correct AWS SDK usage for Python (boto3), JavaScript v3, and Swift, plus the managed AWS MCP server and AWS Knowledge documentation search.

by TalkOps AI

Cloud financial-operations agent: cost and usage analysis, anomaly detection, budgets, Savings Plans and Reserved Instance evaluation, Compute Optimizer right-sizing, CUR queries, and service pricing estimates.

by TalkOps AI

Authors, validates, deploys, and troubleshoots AWS infrastructure-as-code: CDK, CloudFormation, AWS Blocks, and CodePipeline/CodeBuild/CodeDeploy CI/CD, with cfn-lint/cfn-guard validation and stack failure diagnosis.

by TalkOps AI

Author, validate, deploy, and troubleshoot AWS infrastructure as code directly in the main agent: CDK, CloudFormation (cfn-lint/cfn-guard), AWS Blocks, CodePipeline/CodeBuild/CodeDeploy CI/CD, and guided launches.

by TalkOps AI

Adds geospatial features with Amazon Location Service: maps, geocoding and reverse geocoding, routing and service areas, places search, authentication setup, and SDK integration.

by TalkOps AI

AWS Marketplace seller skills for the main agent: integrating SaaS, container, and AMI products with AWS Marketplace metering.

by TalkOps AI

Messaging and streaming skills for the main agent: SQS, SNS, EventBridge, Amazon MQ, Kinesis Data Streams, MSK (incl. migrations), Managed Service for Apache Flink, and customer messaging with SES, SMS/voice, and WhatsApp, plus the SNS/SQS and Amazon MQ MCP servers.

by TalkOps AI

Migration skills for the main agent: AWS Transform modernization (.NET, mainframe, VMware, SQL Server, language and SDK upgrades) and DMS Schema Conversion for heterogeneous database migrations.

by TalkOps AI

Migrates and modernizes codebases with AWS Transform: .NET Framework to .NET 8/10, mainframe COBOL to Java, VMware to EC2, SQL Server to Aurora, language and AWS SDK upgrades, and continuous tech-debt remediation.