AI that does everything inside the terminal

One tool for your entire technical workflow. From writing code to securing servers — describe what you need, mBm handles the rest.

Development & Coding

Full-stack engineering without leaving the terminal

Write production-grade code, fix bugs across any language, refactor legacy systems, review pull requests, and generate tests. mBm reads your entire codebase, understands your architecture, and delivers working solutions.

TypeScriptPythonGoRustReactNext.jsNode.jsRESTGraphQLSQL

Example prompts

$ Write a REST API endpoint in Go with input validation and error handling

$ Find and fix the memory leak in src/worker.ts

$ Add unit tests for the payment processing module

$ Refactor this React component to use Server Components

$ Review this PR and suggest improvements for error handling

Infrastructure & DevOps

Manage servers, services, and cloud resources

SSH into any machine, configure nginx, manage systemd services, tune PostgreSQL, set up Redis, and automate routine operations. mBm operates as your on-call engineer — describe what you need in plain English.

SSHnginxsystemdDockerKubernetesPostgreSQLRedisTLS/SSLDNSNetworking

Example prompts

$ SSH into prod-server-3 and check why nginx is returning 502 errors

$ Set up a PostgreSQL replication cluster with streaming replication

$ Configure automatic SSL renewal with Let's Encrypt via certbot

$ Audit all running services, check resource usage, and suggest optimizations

$ Set up log rotation and retention policies for all systemd services

CI/CD & Deployment

Ship code to production reliably and repeatably

Deploy to AWS, GCP, Azure, or bare metal. Build Docker images, write Kubernetes manifests, configure CI/CD pipelines with GitHub Actions or GitLab CI, and manage environments from staging to production.

DockerKubernetesTerraformGitHub ActionsAWSGCPCI/CDHelmAnsible

Example prompts

$ Create a multi-stage Dockerfile for this Node.js application

$ Write a GitHub Actions workflow that builds, tests, and deploys to ECS

$ Set up a blue-green deployment strategy for the API service

$ Migrate this docker-compose setup to Kubernetes manifests

$ Configure Terraform to provision the staging environment on AWS

Troubleshooting & Diagnostics

Find root causes fast when things go wrong

Analyze production logs, trace distributed errors, profile slow endpoints, debug memory leaks, and interpret stack traces. mBm correlates signals across your stack to find the root cause in minutes, not hours.

Log AnalysisProfilingTracingDebuggingPerformancestracetcpdumpPrometheus

Example prompts

$ Analyze these nginx error logs and identify the root cause of the 5xx spike

$ Profile the slow API endpoint and find the database query causing the bottleneck

$ Trace this error across the microservice chain: payment-service → order-service → inventory

$ Debug why CPU usage spiked to 100% on the worker node at 3:14 AM

$ Check disk usage, inode count, and open file handles on the production server

Security Analysis

Assess, harden, and monitor your security posture

Run vulnerability scans, review firewall rules, audit SSH configurations, analyze suspicious processes, and verify compliance with security benchmarks. Works with standard Linux tools and Kali Linux utilities.

nmapKali LinuxFirewallPenetration TestingAuditComplianceOWASPLynis

Example prompts

$ Run an nmap scan against the staging environment and summarize findings

$ Audit SSH configuration for best practices: key-only auth, no root login

$ Check for common web vulnerabilities (XSS, CSRF, SQL injection) in this codebase

$ Analyze running processes for suspicious activity and potential backdoors

$ Generate a security hardening checklist for a new Ubuntu 24.04 server

Code Comprehension & Continuation

Understand and extend any codebase, even unfamiliar ones

Drop into a codebase you've never seen and get up to speed in minutes. mBm reads the architecture, traces data flow, explains design decisions, identifies patterns, and helps you continue development — whether it's a legacy monolith, an open-source project, or a teammate's code.

Code ReviewArchitectureOnboardingLegacy CodeReverse EngineeringDocumentation

Example prompts

$ Explain the authentication and authorization flow in this codebase

$ Find all places where user permissions are checked and document them

$ How does the payment processing pipeline work end-to-end?

$ I need to add a new notification type — where should I start?

$ Trace the request lifecycle from HTTP handler to database and back

Database Management

Schema design, migrations, query optimization

Design normalized schemas, write and run migrations, optimize slow queries, manage indexes, handle backups and restores, and work across PostgreSQL, MySQL, SQLite, MongoDB, and more.

PostgreSQLMySQLSQLiteMongoDBMigrationsIndexingBackupDrizzle ORM

Example prompts

$ Design a schema for a multi-tenant SaaS application with proper indexes

$ Write a migration to add a soft-delete column across all user-facing tables

$ Optimize this slow query that's taking 4.2 seconds on the production database

$ Set up automated daily backups with point-in-time recovery for PostgreSQL

Testing & Quality

Write tests, catch regressions, enforce quality

Generate unit tests, integration tests, E2E tests, and property-based tests. Set up test runners, configure coverage thresholds, mock external services, and integrate testing into CI/CD pipelines.

VitestPlaywrightJestCypressCoverageMockingTDDProperty Testing

Example prompts

$ Write unit tests for this authentication middleware using vitest

$ Add Playwright E2E tests for the checkout flow covering happy path and edge cases

$ Set up code coverage thresholds at 90% for the core business logic package

$ Write property-based tests for the input validation library

Documentation

Generate READMEs, API docs, and user guides

Write comprehensive documentation from your codebase — API references, architecture decision records, runbooks, onboarding guides, and inline code documentation. Keeps docs in sync with code.

OpenAPIREADMERunbooksADRsMarkdownJSDocMermaid Diagrams

Example prompts

$ Generate an OpenAPI spec from this Express router and write the API docs page

$ Create a runbook for the payment service covering common incidents and recovery steps

$ Write a contributing guide for new developers joining this open-source project

$ Document the database schema with entity-relationship descriptions

Ready to try?

Install in seconds. No signup required for free tier.

curl -fsSL https://get.mbm.mn/install | bash