2. DevOps & Infrastructure

Generates production-ready, security-focused service mesh configurations for Istio and Linkerd in microservices architectures.

Manages Kubernetes secrets lifecycle operations, enabling secure storage, rotation, and access control for cluster secrets.

Integrates Sentry with logging, metrics, and APM tools to build unified observability dashboards for infrastructure monitoring.

Executes Groq incident response procedures including triage, mitigation, and postmortem for outages and integration failures.

Deploys and configures production-ready monitoring stacks (Prometheus, Grafana, Datadog) for infrastructure observability and multi-platform support.

Auto-generates AWS Lambda function code and configuration for serverless applications.

Automatically generates Dockerfiles for containerization based on user specifications, accelerating DevOps workflow setup.

Deploys Retell AI applications to Vercel, Fly.io, and Cloud Run with platform-specific configuration and pipeline setup.

Sets up multi-tier caching with Redis, in-memory, and CDN layers to reduce database load and improve query performance.

Detects and analyzes database deadlocks, monitors lock contention, and provides resolution strategies for production database systems.

Executes pre-defined smoke tests to verify system health, authentication, and core features after deployments or configuration changes.

Aggregates performance metrics from applications, systems, and services into a central location for monitoring, analysis, and dashboard configuration.

Enables designing and executing chaos engineering experiments to test system resilience using tools such as Chaos Mesh and Gremlin.

Manages Git workflow operations including branching, merging, and repository management for DevOps teams.

Executes Groq production deployment and rollback checklists to ensure reliable go-live and recovery processes.

Creates intelligent alerting rules for proactive performance monitoring, defining thresholds, routing, and escalation policies for SREs and DevOps teams.

Generates CI/CD pipeline configurations for GitHub Actions, GitLab CI, and Jenkins with support for test, build, and deploy stages.

Integrates Retell AI tests into GitHub Actions CI/CD pipelines for automated testing and build process automation.

Automates Terraform provider configuration for cloud infrastructure management in DevOps workflows.

Optimizes Vast.ai cloud costs through tier selection, usage monitoring, and budget alerts for infrastructure management.

Automates deployment and configuration of monitoring stacks (Prometheus, Grafana, Datadog) with production-ready metrics, dashboards, and alerting.

Automates deployment of Replit applications to Vercel, Fly.io, and Cloud Run with platform-specific configuration and secrets management.

Executes Deepgram production deployment checklist to verify configuration readiness and ensure smooth production launch compliance.

Automates creation of AWS CloudFormation templates for infrastructure-as-code deployments.