2. DevOps & Infrastructure

Provides a streamlined workflow for urgent production bug fixes with built-in rollback to ensure system stability during critical incidents.

Troubleshoot BuildBuddy build invocations, including failed targets, logs, and remote cache analysis via HTTP or gRPC.

Provides command-line interface for managing GitHub repositories, issues, pull requests, and automating workflows directly from terminal.

Configures Sentry metrics for application performance monitoring, enabling custom metric tracking and instrumentation across JavaScript, TypeScript, Python, and Node.js.

Monitors CI pipeline after PR creation, resolves failures, addresses feedback, and automates merge when all gates pass.

Configures Sentry for performance monitoring, enabling transaction tracking and span instrumentation across JavaScript, TypeScript, Python, and other supported frameworks.

Manages system failures through severity assessment, evidence preservation, rollback execution, and post-recovery verification to maintain stability.

Automates development environment setup with init scripts and smoke tests to ensure consistency across sessions.

Blocks pull request creation until a review artifact exists in issue comments and all findings are addressed or tracked.

Executes scaling and concurrency benchmarks across Docker, SLURM, and local infrastructures, analyzing HTTP/WS performance metrics.

Automates deployment of web applications to Vercel, providing preview and production URLs without authentication for common deployment requests.

Comprehensive package management tool for reproducible Python, Rust, and C/C++ environments with CI/CD pipeline support.

Configures Sentry for performance monitoring, enabling transaction tracking and span instrumentation across multiple programming languages and frameworks.

Configures, installs, and manages MCP (Model Context Protocol) servers to integrate Claude Code with external tools, databases, and APIs.

Automates commit creation following Conventional Commits standards, project scopes, PR titles, and CI validation rules.

Sets up and verifies MCP server configuration, including token-efficient and context-graph servers with API keys.

Enforces mandatory pre-push validation for Docker builds and tests to prevent CI/CD pipeline failures.

Installs project-agnostic Git hooks for Claude Code enforcement (state transitions, git hygiene, outcome tracking) on a single machine.

Runs TestKube and PGBouncer tests on Kubernetes clusters with mandatory context verification to prevent accidental deployments in wrong environments.

Deploys machine learning models to production using Docker, Kubernetes, CI/CD pipelines, and cloud infrastructure for scalable, monitored deployments.

Generates visual architecture diagrams from IaC files (Terraform, CloudFormation, Kubernetes).

Provides diagnostic and recovery guidance for Docker Swarm coordination issues, including spawn failures, status mismatches, and session recovery procedures.

Expert in crafting, debugging, and optimizing macOS bash scripts and CLI pipelines using modern tools and shellcheck compliance.

Tracks progress, prerequisites, and results of pipeline gates to coordinate CI/CD execution across agents.