productivity▌

Distributed transaction management across microservices using choreography or orchestration patterns. \n \n Supports two saga approaches: choreography-based (event-driven, decoupled) and orchestration-based (centralized coordinator with easier tracking) \n Requires compensating transactions for every forward operation to ensure rollback capability and eventual consistency \n Integrates with Spring Boot 3.x, Kafka, RabbitMQ, and frameworks like Axon Framework, Eventuate Tram, and Camunda \n Empha

Map all testable surfaces in the application and identify what's tested vs. what's missing.

Deployment principles and decision-making framework for safe production releases. \n \n Covers five core deployment phases: prepare, backup, deploy, verify, and confirm/rollback, with platform-specific procedures for Vercel, Railway, Docker, Kubernetes, and VPS environments \n Includes pre-deployment verification across code quality, build, environment, and safety categories, plus post-deployment health checks and monitoring windows \n Provides rollback strategies by platform and decision criter

If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.

Universal coding standards and best practices for TypeScript, JavaScript, React, and Node.js projects. \n \n Covers core principles (readability, KISS, DRY, YAGNI) with practical code examples showing good vs. bad patterns \n Includes TypeScript/JavaScript standards for naming, immutability, error handling, async/await, and type safety \n Provides React-specific guidance on component structure, custom hooks, state management, and conditional rendering \n Details API design conventions, REST endp

Expert file upload handling with S3, Cloudflare R2, presigned URLs, and multipart support. \n \n Handles large files efficiently using presigned URLs and multipart uploads without blocking \n Supports multiple cloud storage backends: AWS S3 and Cloudflare R2 \n Includes image optimization capabilities for processed uploads \n Emphasizes security best practices: magic byte validation, filename sanitization, upload size limits, and controlled presigned URL distribution \n

WAL mechanics, checkpointing, concurrency, and recovery in Turso's SQLite implementation. \n \n Turso uses WAL (Write-Ahead Logging) exclusively with in-memory WAL index instead of SQLite's shared memory file, supporting one writer and concurrent readers without blocking \n Checkpointing transfers WAL pages back to the main database in four modes: PASSIVE (non-blocking), FULL (waits for readers), RESTART (resets WAL), and TRUNCATE (truncates WAL file) \n Each connection maintains private page ca

Build robust integrations with external services using standardized patterns for API calls, error handling, authentication, and data transformation.

The CLI uses Chrome/Chromium via CDP directly. Install via npm i -g agent-browser, brew install agent-browser, or cargo install agent-browser. Run agent-browser install to download Chrome. Run agent-browser upgrade to update to the latest version.

Generate a single comprehensive weekly briefing that covers every external customer or prospect call in the next 7 days, with per-meeting account and contact research from Common Room.