fowler
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stevens-network-protocols
Understand network protocols in the style of W. Richard Stevens, author of TCP/IP Illustrated. Emphasizes deep protocol understanding through packet analysis, layered thinking, and knowing exactly what happens at every byte. Use when debugging network issues, implementing protocols, or building networked applications.
14click-jvm-optimization
Design JIT compilers and optimize managed runtimes in the style of Cliff Click, architect of the HotSpot JVM C2 compiler and creator of sea-of-nodes IR. Emphasizes advanced compiler optimizations, intermediate representation design, and making dynamic languages fast. Use when building JIT compilers, VMs, or working on compiler backends.
12jane-street-functional-trading
Build trading systems in the style of Jane Street, the elite market maker known for functional programming and intellectual rigor. Emphasizes OCaml, correctness by construction, real-time systems, and principled risk management. Use when building market making systems, pricing engines, or mission-critical financial software.
11gremlin-enterprise-chaos
Apply Gremlin's enterprise chaos engineering methodology. Emphasizes categorized failure injection, safety controls, and structured experimentation. Use when implementing chaos engineering in enterprise environments with compliance requirements.
10dean-large-scale-systems
Design large-scale systems using Jeff Dean's pragmatic approach. Emphasizes performance intuition, building reliable systems from unreliable components, and solving problems at Google scale. Use when building infrastructure that must handle millions of QPS, petabytes of data, or global distribution.
10lampson-system-design
Design systems using Butler Lampson's principles of abstraction, interfaces, and practical wisdom. Emphasizes clean abstractions, security foundations, and time-tested design hints. Use when making architectural decisions, designing APIs, or building systems that must evolve over decades.
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