01 — Decision-Making Patterns
Purpose
[stub: decision-making-patterns]
See Also
Metadata
| Author | Amit Singh |
| Scope | patterns |
Local graph
Related notes
02 — Trade-off Analysis Frameworks
CAP, PACELC, Latency vs. Throughput, Cost vs. Reliability, and Simplicity vs. Flexibility — the frameworks for making a trade-off explicit instead of leaving it implicit in the design.
Patterns
A book-shaped table of contents for reusable engineering patterns spanning object-oriented design, enterprise architecture, distributed systems, messaging, APIs, cloud infrastructure, observability, security, concurrency, AI/agentic systems, and organizational design — grounded in production experience at scale.
02 — Pattern Selection & Trade-offs
How to choose between competing patterns under real forces: naming the context, weighing trade-offs and consequences, composing multiple patterns together, and recognizing when a pattern has outlived its fit.
03 — Transaction Patterns
Unit of Work, Identity Map, Lazy Loading, and Optimistic vs. Pessimistic Locking — the patterns that keep an object graph and its persisted state from drifting apart.