Design Patterns
A pattern-recognition lens distilled from Head First Design Patterns (Freeman & Robson, 2nd ed). The goal is not to apply patterns — it's to see where a pattern naturally fits and where it doesn't, then reach for the simplest thing that solves the real problem.
The guardrail comes first
The book's most important lesson lands in its final chapter, not its first: most code should not use a named pattern.
- Keep it simple (KISS). When you design, solve the problem the simplest way possible. The goal is simplicity, not "how can I apply a pattern here?" A plain function, a
map, or an early return is often the right answer, and other developers will admire the simplicity.
- Patterns are not free. Each one adds classes, indirection, and layers — more to read, more to trace, sometimes less efficient. That cost is worth paying only when it buys flexibility the design actually needs.
- Introduce a pattern when the need has emerged, not in anticipation of it. If a simpler solution might work, give it the chance. You reach for a pattern when you're sure it addresses a real problem you're hitting now — repeated change in one spot, an extension point you keep fighting — not a hypothetical future one.
- Falling back on a design principle (below) often dissolves the problem without any named pattern at all. If that happens, don't fight it.
So the honest answer to "which pattern should I use here?" is sometimes "none — here's the simpler structure." The Output shape section below encodes this — and the rule that every recommendation states its cost.
How to use this lens
When code structure is the question, work in this order:
- Name the pressure. What is actually hard? Usually one of: behavior that varies and keeps changing, duplication across similar classes, something rigid that resists extension, tight coupling, or object creation that's scattered and conditional.
- Check the design principles. These are the foundation patterns are built on. Often applying a principle directly is the whole fix — no named pattern required.
- Only then, match to a pattern using the symptom table. If two patterns fit, prefer the one with less machinery.
- Use the shared vocabulary. Once a pattern genuinely fits, name it — "this is a Strategy," "that's a Decorator." A shared name communicates an entire design (intent, structure, trade-offs) in one word to the next developer. That communication value is half of why patterns are worth knowing.
The design principles (check these first)
These are more broadly useful than any individual pattern. Most good refactors are just one of these applied directly.
- Encapsulate what varies. Identify the parts that change and separate them from the parts that stay the same, so change is localized.
- Program to an interface, not an implementation. Depend on a capability (a type/abstraction), not a concrete class, so you can swap implementations.
- Favor composition over inheritance. "HAS-A is often better than IS-A." Composing behavior is more flexible than locking it into a class hierarchy.
- Strive for loosely coupled designs between objects that interact — they should know as little about each other as possible.
- Open–Closed: classes should be open for extension but closed for modification — add new behavior without editing tested code.
- Dependency Inversion: depend on abstractions, not concrete classes — high-level code shouldn't hinge on low-level details.
- Principle of Least Knowledge (Law of Demeter): talk only to your immediate friends — avoid long chains of
a.getB().getC().doThing().
- The Hollywood Principle: "Don't call us, we'll call you" — let high-level components control when low-level ones are invoked (inversion of control), rather than the reverse.
- Single Responsibility: a class should have only one reason to change. One responsibility per class.
Symptom → pattern map
Match the pressure you named to a candidate. This is a starting point, not a verdict — read the pattern's entry in references/patterns.md (which includes "when it's overkill") before committing.
| What's hurting |
Candidate pattern(s) |
A sprawling if/else/switch selecting between interchangeable behaviors |
Strategy (behavior chosen by caller/config) or State (behavior driven by the object's own state, with transitions) |
| Behavior must change at runtime, or many combinations of optional behaviors |
Strategy; for stackable add-ons, Decorator |
| One object's change must notify many others; you're hand-wiring callbacks |
Observer |
| You want to wrap/layer responsibilities onto objects without subclass explosion |
Decorator |
new ConcreteThing() scattered across code; creation logic is conditional and duplicated |
Factory Method (one product), Abstract Factory (families of related products), or just a creation function |
| Exactly one shared instance / single point of coordination |
Singleton (but a module-level value or DI is usually simpler & more testable) |
| You want to parameterize, queue, log, or undo actions |
Command |
| Two incompatible interfaces need to work together |
Adapter |
| A complex subsystem needs one simple entry point |
Facade |
| Several methods share the same skeleton but differ in a few steps |
Template Method (inheritance) or pass the varying steps in (Strategy-style) |
| Traverse a collection without exposing its internals |
Iterator (most languages give you this for free) |
| Part-whole tree where clients should treat leaves and branches uniformly |
Composite |
| Control access to an object — lazy-load, remote, permission-check, cache |
Proxy |
| Abstraction and implementation each vary independently and multiply |
Bridge |
| Building a complex object step by step / many optional fields |
Builder |
| A request should pass along a chain until something handles it |
Chain of Responsibility |
| Add new operations to a fixed object structure without editing those classes |
Visitor |
| Capture and restore an object's state (undo/snapshots) |
Memento |
| Many objects communicating many-to-many; coordination is tangled |
Mediator |
| Huge numbers of similar fine-grained objects burning memory |
Flyweight |
| Create new objects by copying a configured instance |
Prototype |
| Interpret sentences in a small language/grammar |
Interpreter |
| Interactive app where data, presentation, and input handling are tangled |
Compound / MVC (Observer + Strategy + Composite) |
For the full catalog — each pattern's one-line definition, the smells that suggest it, a structure sketch, related patterns, and when it's overkill — read references/patterns.md. Read only the entries relevant to the situation; it's organized so you can jump to one pattern.
Output shape
When advising on structure, prefer this form so the recommendation is honest and actionable:
- The pressure: what's actually hard to change here, in one sentence.
- Simplest option: the plainest thing that could work (often no pattern). Say whether it's enough.
- Pattern (if warranted): name it, in shared vocabulary, and sketch how it maps onto this code.
- The cost: what indirection/classes it adds, and why that's worth paying here. If you can't name a cost, look harder.
A recommendation of "none needed, here's the three-line version" is a success, not a cop-out.
1---2name: design-patterns3description: Choose or review a Gang-of-Four pattern when recurring code structure creates a concrete design problem. Use to compare a named pattern with a simpler design; use architecture lenses for system boundaries.4---56# Design Patterns78A pattern-recognition lens distilled from _Head First Design Patterns_ (Freeman & Robson, 2nd ed). The goal is not to apply patterns — it's to **see where a pattern naturally fits and where it doesn't**, then reach for the simplest thing that solves the real problem.910## The guardrail comes first1112The book's most important lesson lands in its final chapter, not its first: **most code should not use a named pattern.**1314- **Keep it simple (KISS).** When you design, solve the problem the simplest way possible. The goal is simplicity, not "how can I apply a pattern here?" A plain function, a `map`, or an early return is often the right answer, and other developers will admire the simplicity.15- **Patterns are not free.** Each one adds classes, indirection, and layers — more to read, more to trace, sometimes less efficient. That cost is worth paying only when it buys flexibility the design _actually needs_.16- **Introduce a pattern when the need has emerged, not in anticipation of it.** If a simpler solution might work, give it the chance. You reach for a pattern when you're sure it addresses a real problem you're hitting now — repeated change in one spot, an extension point you keep fighting — not a hypothetical future one.17- **Falling back on a design principle (below) often dissolves the problem** without any named pattern at all. If that happens, don't fight it.1819So the honest answer to "which pattern should I use here?" is sometimes **"none — here's the simpler structure."** The Output shape section below encodes this — and the rule that every recommendation states its cost.2021## How to use this lens2223When code structure is the question, work in this order:24251. **Name the pressure.** What is actually hard? Usually one of: behavior that varies and keeps changing, duplication across similar classes, something rigid that resists extension, tight coupling, or object creation that's scattered and conditional.262. **Check the design principles.** These are the foundation patterns are built on. Often applying a principle directly is the whole fix — no named pattern required.273. **Only then, match to a pattern** using the symptom table. If two patterns fit, prefer the one with less machinery.284. **Use the shared vocabulary.** Once a pattern genuinely fits, _name it_ — "this is a Strategy," "that's a Decorator." A shared name communicates an entire design (intent, structure, trade-offs) in one word to the next developer. That communication value is half of why patterns are worth knowing.2930## The design principles (check these first)3132These are more broadly useful than any individual pattern. Most good refactors are just one of these applied directly.33341. **Encapsulate what varies.** Identify the parts that change and separate them from the parts that stay the same, so change is localized.352. **Program to an interface, not an implementation.** Depend on a capability (a type/abstraction), not a concrete class, so you can swap implementations.363. **Favor composition over inheritance.** "HAS-A is often better than IS-A." Composing behavior is more flexible than locking it into a class hierarchy.374. **Strive for loosely coupled designs** between objects that interact — they should know as little about each other as possible.385. **Open–Closed:** classes should be open for extension but closed for modification — add new behavior without editing tested code.396. **Dependency Inversion:** depend on abstractions, not concrete classes — high-level code shouldn't hinge on low-level details.407. **Principle of Least Knowledge (Law of Demeter):** talk only to your immediate friends — avoid long chains of `a.getB().getC().doThing()`.418. **The Hollywood Principle:** "Don't call us, we'll call you" — let high-level components control when low-level ones are invoked (inversion of control), rather than the reverse.429. **Single Responsibility:** a class should have only one reason to change. One responsibility per class.4344## Symptom → pattern map4546Match the _pressure you named_ to a candidate. This is a starting point, not a verdict — read the pattern's entry in `references/patterns.md` (which includes "when it's overkill") before committing.4748| What's hurting | Candidate pattern(s) |49| --- | --- |50| A sprawling `if/else`/`switch` selecting between interchangeable behaviors | **Strategy** (behavior chosen by caller/config) or **State** (behavior driven by the object's own state, with transitions) |51| Behavior must change at runtime, or many combinations of optional behaviors | **Strategy**; for stackable add-ons, **Decorator** |52| One object's change must notify many others; you're hand-wiring callbacks | **Observer** |53| You want to wrap/layer responsibilities onto objects without subclass explosion | **Decorator** |54| `new ConcreteThing()` scattered across code; creation logic is conditional and duplicated | **Factory Method** (one product), **Abstract Factory** (families of related products), or just a creation function |55| Exactly one shared instance / single point of coordination | **Singleton** (but a module-level value or DI is usually simpler & more testable) |56| You want to parameterize, queue, log, or undo _actions_ | **Command** |57| Two incompatible interfaces need to work together | **Adapter** |58| A complex subsystem needs one simple entry point | **Facade** |59| Several methods share the same skeleton but differ in a few steps | **Template Method** (inheritance) or pass the varying steps in (Strategy-style) |60| Traverse a collection without exposing its internals | **Iterator** (most languages give you this for free) |61| Part-whole tree where clients should treat leaves and branches uniformly | **Composite** |62| Control access to an object — lazy-load, remote, permission-check, cache | **Proxy** |63| Abstraction and implementation each vary independently and multiply | **Bridge** |64| Building a complex object step by step / many optional fields | **Builder** |65| A request should pass along a chain until something handles it | **Chain of Responsibility** |66| Add new operations to a fixed object structure without editing those classes | **Visitor** |67| Capture and restore an object's state (undo/snapshots) | **Memento** |68| Many objects communicating many-to-many; coordination is tangled | **Mediator** |69| Huge numbers of similar fine-grained objects burning memory | **Flyweight** |70| Create new objects by copying a configured instance | **Prototype** |71| Interpret sentences in a small language/grammar | **Interpreter** |72| Interactive app where data, presentation, and input handling are tangled | **Compound / MVC** (Observer + Strategy + Composite) |7374For the full catalog — each pattern's one-line definition, the smells that suggest it, a structure sketch, related patterns, and **when it's overkill** — read `references/patterns.md`. Read only the entries relevant to the situation; it's organized so you can jump to one pattern.7576## Output shape7778When advising on structure, prefer this form so the recommendation is honest and actionable:7980- **The pressure:** what's actually hard to change here, in one sentence.81- **Simplest option:** the plainest thing that could work (often no pattern). Say whether it's enough.82- **Pattern (if warranted):** name it, in shared vocabulary, and sketch how it maps onto this code.83- **The cost:** what indirection/classes it adds, and why that's worth paying _here_. If you can't name a cost, look harder.8485A recommendation of "none needed, here's the three-line version" is a success, not a cop-out.
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