README.md

engineering-topics

Programming

Clean code
	Meaningful naming
	Functions done right
	Comment only what code can't say
	Error handling
	Boundaries
	SOLID
	Domain-specific types vs primitive types
	Don't fall for convenience
Interfaces
	Make 'em easy to use right, hard to use wrong
	Postel's law
Null references: The billion dollar mistake
Floating point numbers aren't real (BigDecimal vs double)
Reusability: Composition over inheritance

Functional programming

Immutability
Pure functions & referential transparency
Higher order functions
Partially applied functions & Currying
Functors & monads as control flow
External vs internal iteration

Concurrency

Threads
Fibers
Actor model

IO

Non-blocking
	Reactive programming
		Reactive extensions (RxJava | Vert.x | Reactor)

Design

Patterns
	Factory method
	Abstract factory
	Adapter
	Bridge
	Chain of responsibility
	Command
	Iterator
	Mediator
	Builder
	Prototype
	Composite
	Decorator
	Memento
	Observer
	State (FSM)
	Strategy
	Singleton
	Facade
	Flyweight
	Template method
	Visitor
	Proxy
System decomposition
	DDD
		Domain modeling
			Entities vs Value-Objects
			Aggregates
			Domain events (Event storming)
		Modules: Vertical slicing
		Bounded contexts
			Shared Kernel
			Anti-corruption layers

Integration Patterns

Remote procedure call
	HTTP
		REST + HATEOAS
		SSE
		WebSockets
	RPC + Serialization + IDL
		Avro
		Thrift
		gRPC + Protocol buffers
	RPC + Serialization
		JSON-RPC
Messaging
	Channels
		Point-to-point
		Publish-Subscribe
		Dead letter channel
		Delivery guarantees
			Idempotence
		Message bridge
		Message bus
	Messages
		Types
			Command
			Event
			Document
		Properties
			Correlation identifier
			Message sequence
			Message expiration
			Format indicator
	Routing
		Splitter
		Aggregator
		Scatter-Gather
	Transformation
		Envelope wrapper
		Enricher
		Filter
		Normalizer
	Reactive systems
		Flow-control (back-pressure)
File transfer
	Storage format
		Row-oriented
			Avro
		Column-oriented
			Parquet
			OCR

Distributed Systems

Replication
	Topologies
		Leader-Follower
		Multi-leader
		Leaderless
	Challenges
		Replication lag
		Write conflicts
		Leader election + consensus
	Extension
		CRDT (conflict-free replicated data type)
		CQRS + Event-sourcing
Partitioning
	Challenges
		Secondary indexes
		Rebalancing
		Request routing
Consistency
	Transactions
		ACID	
			Isolation levels
			Serializability
		Distributed transactions & consensus
		Sagas
			Orchestration vs Choreography
	Linearizability
	Ordering guarantees
Challenges
	Faults and partial failures
	Unreliable networks
	Unreliable clocks
	Own knowledge vs Common knowledge

Data processing

Event time vs processing time
Batch vs Stream
Windows
Watermarks
Triggers
Accumulation

Architecture

Reliability
Scalability
	Ahmdahl's law
	Load
	Performance
Maintainability
	Operability
	Simplicity
	Evolvability
Security