Challenges

• Managing multiple packages, shared configs, and coordinated releases.
• Designing handlers/services that are powerful yet composable without tight coupling.
• Supporting different backends (in-memory, MongoDB, Supabase) with consistent semantics.
• Preventing tools/integrations from overreaching or leaking data

Solutions

• Pnpm workspaces + shared tsconfig + tsup builds; custom scripts to bump version , dry-run and publish consistently
• Service-provider pattern with clear contracts; small, focused handlers (parsing, tasks, prompts) that can be swapped without touching the engine.
• Memory interfaces with deterministic method contracts (get/set/query); adapters implement identical behavior; examples assert expected read/write patterns.
• Minimal permission surfaces, explicit configuration for sensitive providers, and defensive parsing/validation in handlers and services.

Key Features

• Extensible core: Service-provider architecture with clear, type-safe contracts.
• CLI + templates: Scaffold agents and example apps in minutes.
• Docs site: Next.js + MDX with custom components and content pipeline.