Continuous Skill
& Architecture Growth
Live tracking of real-world technical proficiency, deep architecture principles, and ongoing engineering mastery across systems, databases, and AI.
All Learning Tracks
6 of 6TypeScript
Strongly typed programming language that builds on JavaScript, giving you better tooling at any scale.
- Use discriminating unions for state machine types to guarantee exhaustive pattern matching.
- Prefer interface extensions over type intersection for cleaner diagnostic error messages.
Next.js 14
The React Framework for the Web with App Router, Server Components, and Streaming.
- Keep Server Components as leaves when possible to reduce client bundle hydration costs.
- Use Route Handlers for decoupled JSON API endpoints.
PostgreSQL & Prisma ORM
Powerful, open source object-relational database system with Prisma ORM type safety.
- Index foreign keys and frequent query filters to prevent full table scans.
- Use database migrations for reproducible deployment schema changes.
Docker & Containers
Set of platform as a service products that use OS-level virtualization to deliver software in packages called containers.
- Multi-stage Docker builds reduce final production image size by up to 80%.
- Never run containers as root user in production environments.
LangChain & Agentic AI
Framework for developing applications powered by language models with state management and tool calling.
- Always enforce strict JSON schema output validation for non-deterministic LLM calls.
- Vector databases perform best when documents are chunked dynamically by semantic context rather than fixed token length.
Redis & BullMQ
In-memory data structure store used as a database, cache, streaming engine, and message broker.
- Always configure eviction policies (allkeys-lru) when using Redis as a cache.
- Use Redis Streams for event pub/sub with consumer groups.
Learning never stops!
Consistently pushing architectural boundaries, studying distributed paradigms, and growing every single day.