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@awesome-computing

awesome-computing

Awesome CC0 licensed

awesome-computing

Sensible default first. Justify the exception.


Most engineering debates aren't "X vs. Y forever" — they're "which one should I reach for by default, and what evidence would actually change my mind?" That's the shape every list in this org follows: a clear thesis, honest decision heuristics, curated real resources, and a section on when the "boring" default stops being the right call.

The format is inspired by ranjithrajv/awesome-cpu-first-ai"Training needs GPUs. Inference usually doesn't. Start with CPU; justify the GPU." We're applying that same pattern — default-first, evidence-backed, honestly caveated — across other places in computing where people reach for the complex option before checking if the simple one already works.

The lists

Repo Thesis
awesome-single-node-first Your data fits on one machine. Justify the distributed system.
awesome-wasm-first-compute Ship WebAssembly before native binaries or a heavier runtime. Justify the alternative.
awesome-static-first-web Ship static/SSG before reaching for a server-rendering framework. Justify the server.
awesome-process-first-concurrency Reach for OS processes and queues before actors or a distributed message bus. Justify the complexity.
awesome-edge-first-inference Run inference on-device or at the edge before the cloud API round-trip. Justify the network hop.
awesome-text-first-interfaces Build the CLI/text protocol before the GUI. Justify the graphical interface.
awesome-sync-first-io Write blocking/synchronous code before async. Justify the event loop.
awesome-self-hosted-first-streaming Run your own ingest/transcode/delivery stack before a managed streaming SaaS. Justify the vendor.

What every list has

  • A one-line thesis, not just a category name.
  • Decision heuristics — when the default genuinely holds, and rough signals for when it doesn't.
  • Curated, real, categorized resources (no link-dumping, no self-promo spam).
  • An honest section on when to break the rule. These are defaults, not dogma.
  • CC0-licensed, PRs welcome — see each repo's CONTRIBUTING.md.

Have a "-first" thesis of your own?

If you have a genuine default-vs-exception debate from your own domain — a clear thesis, real tradeoffs, resources you can actually curate — open an issue on any list here or start a new repo. The bar is the same everywhere: be honest about when the default breaks down, not just when it wins.

Popular repositories Loading

  1. awesome-single-node-first awesome-single-node-first Public

    Your data fits on one machine. Justify the distributed system. A curated, decision-guide awesome-list.

  2. awesome-wasm-first-compute awesome-wasm-first-compute Public

    Ship WebAssembly before native binaries or a heavier runtime. Justify the alternative. A curated decision-guide awesome-list.

  3. awesome-text-first-interfaces awesome-text-first-interfaces Public

    Build the CLI/text protocol before the GUI. Justify the graphical interface. A curated decision-guide awesome-list.

  4. awesome-edge-first-inference awesome-edge-first-inference Public

    Run inference on-device/at-edge before the cloud API round-trip. Justify the network hop. A curated decision-guide awesome-list.

  5. awesome-process-first-concurrency awesome-process-first-concurrency Public

    Reach for OS processes and queues before actors or a distributed bus. Justify the complexity. A curated decision-guide awesome-list.

  6. awesome-static-first-web awesome-static-first-web Public

    Ship static/SSG before a server-rendering framework. Justify the server. A curated decision-guide awesome-list.

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