Reference — AVFoundation audio APIs, AVAudioSession categories/modes, AVAudioEngine pipelines, bit-perfect DAC output, iOS 26+ spatial…
Use when improving documentation structure, accuracy, and RAG readiness.
Sync documentation with code. Use when user asks to update docs, check docs, fix stale documentation, update changelog, or after code…
Create media playback experiences using AVKit.
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
Builds data-driven admin interfaces with the Avue framework (based on Vue 2 + Element UI).
When it comes to the interface between the General Terms and Conditions (GTC) and the General Terms and Conditions (GTC) in the GTC law…
Use when the operator's requirement, the failing test, the stakeholder argument, or any other inputs are STILL IN FLUX and the temptation…
Write compelling award submissions, grant applications, and competition entries.
Unattended best-judgment mode.
Design a moment of awe or wonder that hooks curiosity and deepens emotional engagement with content.
AWS architecture expertise including Well-Architected Framework, account strategy, VPC and networking design, compute and serverless…
End-to-end AWS architecture planning — discovery, design, security review, cost estimate, and SCP recommendations.
AWS-specific infrastructure and services expertise for cloud operations and architecture
AWS cloud services expert for EC2, S3, Lambda, IAM, and AWS CLI
AWS CloudFormation infrastructure as code for stack management.
AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards.
AWS Cognito user authentication and authorization service.
Deep AWS cost optimization expertise covering EC2 Reserved Instances, Savings Plans, Spot Instances, Lambda cost optimization, S3…
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues…
Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer