## SubX: A minimalist assembly language for a subset of the x86 ISA SubX is a simple, minimalist stack for programming your computer. ```sh $ git clone https://github.com/akkartik/mu $ cd mu/subx $ ./subx # print out a help message ``` SubX is designed: * to explore ways to turn arbitrary manual tests into reproducible automated tests, * to be easy to implement in itself, and * to help learn and teach the x86 instruction set. It requires a Unix-like environment with a C++ compiler (Linux or BSD or Mac OS). Running `subx` will transparently compile it as necessary. [![Build Status](https://api.travis-ci.org/akkartik/mu.svg?branch=master)](https://travis-ci.org/akkartik/mu) You can generate native ELF binaries with it that run on a bare Linux kernel. No other dependencies needed. ```sh $ ./subx translate examples/ex1.subx -o examples/ex1 $ ./examples/ex1 # only on Linux $ echo $? 42 ``` You can run the generated binaries on an interpreter/VM for better error messages. ```sh $ ./subx run examples/ex1 # on Linux or BSD or OS X $ echo $? 42 ``` Emulated runs generate a trace that permits [time-travel debugging](https://github.com/akkartik/mu/blob/master/browse_trace/Readme.md). ```sh $ ./subx --debug translate examples/factorial.subx -o examples/factorial saving address->label information to 'labels' saving address->source information to 'source_lines' $ ./subx --debug --trace run examples/factorial saving trace to 'last_run' $ ../browse_trace/browse_trace last_run # text-mode debugger UI ``` You can write tests for your assembly programs. The entire stack is thoroughly covered by automated tests. SubX's tagline: tests before syntax. ```sh $ ./subx test $ ./subx run apps/factorial test ``` You can use SubX to translate itself. For example, running natively on Linux: ```sh # generate translator phases using C++ $ ./subx translate 0*.subx apps/subx-common.subx apps/hex.subx -o hex $ ./subx translate 0*.subx apps/subx-common.subx apps/survey.subx -o survey $ ./subx translate 0*.subx apps/subx-common.subx apps/pack.subx -o pack $ ./subx translate 0*.subx apps/subx-common.subx apps/assort.subx -o assort $ ./subx translate 0*.subx apps/subx-common.subx apps/dquotes.subx -o dquotes $ ./subx translate 0*.subx apps/subx-common.subx apps/tests.subx -o tests $ chmod +x hex survey pack assort dquotes tests # use the new translator phases to translate subx programs $ cat examples/ex1.subx |./tests |./dquotes |./assort |./pack |./survey |./hex > a.elf $ chmod +x a.elf $ ./a.elf $ echo $? 42 ``` (For running emulated on other platforms, see the `translate` script. You'll need 16GB RAM for translating some of the larger programs.) You can use it to learn about the x86 processor that (almost certainly) runs your computer. (See below.) You can read its tiny zero-dependency internals and understand how they work. You can hack on it, and its thorough tests will raise the alarm when you break something. Eventually you will be able to program in higher-level notations. But you'll always have tests as guardrails and traces for inspecting runs. The entire stack will always be designed for others to comprehend. You'll always be empowered to understand how things work, and change what doesn't work for you. You'll always be expected to make small changes during upgrades. ## What it looks like Here is the first example we ran above, a program that just returns 42: ```sh bb/copy-to-EBX 0x2a/imm32 # 42 in hex b8/copy-to-EAX 1/imm32/exit cd/syscall 0x80/imm8 ``` Every line contains at most one instruction. Instructions consist of words separated by whitespace. Words may be _opcodes_ (defining the operation being performed) or _arguments_ (specifying the data the operation acts on). Any word can have extra _metadata_ attached to it after `/`. Some metadata is required (like the `/imm32` and `/imm8` above), but unrecognized metadata is silently skipped so you can attach comments to words (like the instruction name `/copy-to-EAX` above, or the `/exit` operand). SubX doesn't provide much syntax (there aren't even the usual mnemonics for opcodes), but it _does_ provide error-checking. If you miss an operand or accidentally add an extra operand you'll get a nice error. SubX won't arbitrarily interpret bytes of data as instructions or vice versa. So much for syntax. What do all these numbers actually _mean_? SubX supports a small subset of the 32-bit x86 instruction set that likely runs on your computer. (Think of the name as short for "sub-x86".) Instructions operate on a few registers: * Six general-purpose 32-bit registers: EAX, EBX, ECX, EDX, ESI and EDI * Two additional 32-bit registers: ESP and EBP (I suggest you only use these to manage the call stack.) * Four 1-bit _flag_ registers for conditional branching: - zero/equal flag ZF - sign flag SF - overflow flag OF - carry flag CF SubX programs consist of instructions like `89/copy`, `01/add`, `3d/compare` and `52/push-ECX` which modify these registers as well as a byte-addressable memory. For a complete list of supported instructions, run `subx help opcodes`. (SubX doesn't support floating-point registers yet. Intel processors support an 8-bit mode, 16-bit mode and 64-bit mode. SubX will never support them. There are other flags. SubX will never support them. There are also _many_ more instructions that SubX will never support.) It's worth distinguishing between an instruction's _operands_ and its _arguments_. Arguments are provided directly in instructions. Operands are pieces of data in register or memory that are operated on by instructions. Intel processors determine operands from arguments in fairly complex ways. ## Lengthy interlude: How x86 instructions compute operands The [Intel processor manual](http://www.intel.com/content/dam/www/public/us/en/documents/manuals/64-ia-32-architectures-software-developer-instruction-set-reference-manual-325383.pdf) is the final source of truth on the x86 instruction set, but it can be forbidding to make sense of, so here's a quick orientation. You will need familiarity with binary numbers, and maybe a few other things. Email [me](mailto:mu@akkartik.com) any time if something isn't clear. I love explaining this stuff for as long as it takes. The bad news is that it takes some getting used to. The good news is that internalizing the next 500 words will give you a significantly deeper understanding of your computer. Most instructions operate on an operand in register or memory ('reg/mem'), and a second operand in a register. The register operand is specified fairly directly using the 3-bit `/r32` argument: - 0 means register `EAX` - 1 means register `ECX` - 2 means register `EDX` - 3 means register `EBX` - 4 means register `ESP` - 5 means register `EBP` - 6 means register `ESI` - 7 means register `EDI` The reg/mem operand, however, gets complex. It can be specified by 1-7 arguments, each ranging in size from 2 bits to 4 bytes. The key argument that's always present for reg/mem operands is `/mod`, the _addressing mode_. This is a 2-bit argument that can take 4 possible values, and it determines what other arguments are required, and how to interpret them. * If `/mod` is `3`: the operand is in the register described by the 3-bit `/rm32` argument similarly to `/r32` above. * If `/mod` is `0`: the operand is in the address provided in the register described by `/rm32`. That's `*rm32` in C syntax. * If `/mod` is `1`: the operand is in the address provided by adding the register in `/rm32` with the (1-byte) displacement. That's `*(rm32 + /disp8)` in C syntax. * If `/mod` is `2`: the operand is in the address provided by adding the register in `/rm32` with the (4-byte) displacement. That's `*(/rm32 + /disp32)` in C syntax. In the last three cases, one exception occurs when the `/rm32` argument contains `4`. Rather than encoding register `ESP`, it means the address is provided by three _whole new_ arguments (`/base`, `/index` and `/scale`) in a _totally_ different way: ``` reg/mem = *(/base + /index * (2 ^ /scale)) ``` (There are a couple more exceptions ☹; see [Table 2-2](modrm.pdf) and [Table 2-3](sib.pdf) of the Intel manual for the complete story.) Phew, that was a lot to take in. Some examples to work through as you reread and digest it: 1. To read directly from the EAX register, `/mod` must be `3` (direct mode), and `/rm32` must be `0`. There must be no `/base`, `/index` or `/scale` arguments. 1. To read from `*EAX` (in C syntax), `/mod` must be `0` (indirect mode), and the `/rm32` argument must be `0`. There must be no `/base`, `/index` or `/scale` arguments. 1. To read from `*(EAX+4)`, `/mod` must be `1` (indirect + disp8 mode), `/rm32` must be `0`, there must be no SIB byte, and there must be a single displacement byte containing `4`. 1. To read from `*(EAX+ECX+4)`, one approach would be to set `/mod` to `1` as above, `/rm32` to `4` (SIB byte next), `/base` to `0`, `/index` to `1` (ECX) and a single displacement byte to `4`. (What should the `scale` bits be? Can you think of another approach?) 1. To read from `*(EAX+ECX+1000)`, one approach would be: - `/mod`: `2` (indirect + disp32) - `/rm32`: `4` (`/base`, `/index` and `/scale` arguments required) - `/base`: `0` (EAX) - `/index`: `1` (ECX) - `/disp32`: 4 bytes containing `1000` ## Putting it all together Here's a more meaty example: examples/ex3.subx This program sums the first 10 natural numbers. By convention I use horizontal tabstops to help read instructions, dots to help follow the long lines, comments before groups of instructions to describe their high-level purpose, and comments at the end of complex instructions to state the low-level operation they perform. Numbers are always in hexadecimal (base 16) and must start with a digit ('0'..'9'); use the '0x' prefix when a number starts with a letter ('a'..'f'). I tend to also include it as a reminder when numbers look like decimal numbers. Try running this example now: ```sh $ ./subx translate examples/ex3.subx -o examples/ex3 $ ./subx run examples/ex3 $ echo $? 55 ``` If you're on Linux you can also run it natively: ```sh $ ./examples/ex3 $ echo $? 55 ``` Use it now to follow along for a more complete tour of SubX syntax. ## The syntax of SubX programs SubX programs map to the same ELF binaries that a conventional Linux system uses. Linux ELF binaries consist of a series of _segments_. In particular, they distinguish between code and data. Correspondingly, SubX programs consist of a series of segments, each starting with a header line: `==` followed by a name and approximate starting address. All code must lie in a segment called 'code'. Execution begins at the start of the `code` segment by default. You can reuse segment names: ``` == code ...A... == data ...B... == code ...C... ``` The `code` segment now contains the instructions of `A` as well as `C`. Within the `code` segment, each line contains a comment, label or instruction. Comments start with a `#` and are ignored. Labels should always be the first word on a line, and they end with a `:`. Instruction arguments must specify their type, from: - `/mod` - `/rm32` - `/r32` - `/subop` (sometimes the `/r32` bits in an instruction are used as an extra opcode) - displacement: `/disp8` or `/disp32` - immediate: `/imm8` or `/imm32` Different instructions (opcodes) require different arguments. SubX will validate each instruction in your programs, and raise an error anytime you miss or spuriously add an argument. I recommend you order arguments consistently in your programs. SubX allows arguments in any order, but only because that's simplest to explain/implement. Switching order from instruction to instruction is likely to add to the reader's burden. Here's the order I've been using after opcodes: ``` |<--------- reg/mem --------->| |<- reg/mem? ->| /subop /mod /rm32 /base /index /scale /r32 /displacement /immediate ``` Instructions can refer to labels in displacement or immediate arguments, and they'll obtain a value based on the address of the label: immediate arguments will contain the address directly, while displacement arguments will contain the difference between the address and the address of the current instruction. The latter is mostly useful for `jump` and `call` instructions. Functions are defined using labels. By convention, labels internal to functions (that must only be jumped to) start with a `$`. Any other labels must only be called, never jumped to. All labels must be unique. A special label is `Entry`, which can be used to specify/override the entry point of the program. It doesn't have to be unique, and the latest definition will override earlier ones. (The `Entry` label, along with duplicate segment headers, allows programs to be built up incrementally out of multiple [_layers_](http://akkartik.name/post/wart-layers).) The data segment consists of labels as before and byte values. Referring to data labels in either `code` segment instructions or `data` segment values (using the `imm32` metadata either way) yields their address. Automatic tests are an important part of SubX, and there's a simple mechanism to provide a test harness: all functions that start with `test-` are called in turn by a special, auto-generated function called `run-tests`. How you choose to call it is up to you. I try to keep things simple so that there's less work to do when I eventually implement SubX in SubX. But there _is_ one convenience: instructions can provide a string literal surrounded by quotes (`"`) in an `imm32` argument. SubX will transparently copy it to the `data` segment and replace it with its address. Strings are the only place where a SubX word is allowed to contain spaces. That should be enough information for writing SubX programs. The `examples/` directory provides some fodder for practice, giving a more gradual introduction to SubX features. This repo includes the binary for all examples. At any commit, an example's binary should be identical bit for bit with the result of translating the corresponding `.subx` file. The binary should also be natively runnable on a Linux system running on Intel x86 processors, either 32- or 64-bit. If either of these invariants is broken it's a bug on my part. ## Roadmap and status * Self-hosting. (✓) `tests |dquotes |assort |pack |survey |hex` * A script to package SubX together with a minimal Linux kernel image (compiled from source, of course). * Testable, dependency-injected vocabulary of primitives - Streams: `read()`, `write()`. (✓) - `exit()` (✓) - Sockets - Files - Concurrency, and a framework for testing blocking code * Higher-level notations. Like programming languages, but with thinner implementations that you can -- and are expected to! -- modify. - syntax for addressing modes: `%reg`, `*reg`, `*(reg+disp)`, `*(reg+reg+disp)`, `*(reg+reg< -o `: translates `.subx` files into an executable ELF binary. * `subx run `: simulates running the ELF binaries emitted by `subx translate`. Useful for debugging, and also enables more thorough testing of `translate`. Remember, not all 32-bit Linux binaries are guaranteed to run. I'm not building general infrastructure here for all of the x86 instruction set. SubX is about programming with a small, regular subset of 32-bit x86. ## A few hints for debugging Writing programs in SubX is surprisingly pleasant and addictive. Reading programs is a work in progress, and hopefully the extensive unit tests help. However, _debugging_ programs is where one really faces up to the low-level nature of SubX. Even the smallest modifications need testing to make sure they work. In my experience, there is no modification so small that I get it working on the first attempt. And when it doesn't work, there are no clear error messages. Machine code is too simple-minded for that. You can't use a debugger, since SubX's simplistic ELF binaries contain no debugging information. So debugging requires returning to basics and practicing with a new, more rudimentary but hopefully still workable toolkit: * Start by nailing down a concrete set of steps for reproducibly obtaining the error or erroneous behavior. * If possible, turn the steps into a failing test. It's not always possible, but SubX's primary goal is to keep improving the variety of tests one can write. * Start running the single failing test alone. This involves modifying the top of the program (or the final `.subx` file passed in to `subx translate`) by replacing the call to `run-tests` with a call to the appropriate `test-` function. * Generate a trace for the failing test while running your program in emulated mode (`subx run`): ``` $ ./subx translate input.subx -o binary $ ./subx --trace run binary arg1 arg2 2>trace ``` The ability to generate a trace is the essential reason for the existence of `subx run` mode. It gives far better visibility into program internals than running natively. * As a further refinement, it is possible to render label names in the trace by adding a second flag to both the `translate` and `run` commands: ``` $ ./subx --debug translate input.subx -o binary $ ./subx --debug --trace run binary arg1 arg2 2>trace ``` `subx --debug translate` emits a mapping from label to address in a file called `labels`. `subx --debug --trace run` reads in the `labels` file at the start and prints out any matching label name as it traces each instruction executed. Here's a sample of what a trace looks like, with a few boxes highlighted: trace example Each of the green boxes shows the trace emitted for a single instruction. It starts with a line of the form `run: inst: ___` followed by the opcode for the instruction, the state of registers before the instruction executes, and various other facts deduced during execution. Some instructions first print a matching label. In the above screenshot, the red boxes show that address `0x0900005e` maps to label `$loop` and presumably marks the start of some loop. Function names get similar `run: == label` lines. * One trick when emitting traces with labels: ``` $ grep label trace ``` This is useful for quickly showing you the control flow for the run, and the function executing when the error occurred. I find it useful to start with this information, only looking at the complete trace after I've gotten oriented on the control flow. Did it get to the loop I just modified? How many times did it go through the loop? * Once you have SubX displaying labels in traces, it's a short step to modify the program to insert more labels just to gain more insight. For example, consider the following function: control example -- before This function contains a series of jump instructions. If a trace shows `is-hex-lowercase-byte?` being encountered, and then `$is-hex-lowercase-byte?:end` being encountered, it's still ambiguous what happened. Did we hit an early exit, or did we execute all the way through? To clarify this, add temporary labels after each jump: control example -- after Now the trace should have a lot more detail on which of these labels was reached, and precisely when the exit was taken. * If you find yourself wondering, "when did the contents of this memory address change?", `subx run` has some rudimentary support for _watch points_. Just insert a label starting with `$watch-` before an instruction that writes to the address, and its value will start getting dumped to the trace after every instruction thereafter. * Once we have a sense for precisely which instructions we want to look at, it's time to look at the trace as a whole. Key is the state of registers before each instruction. If a function is receiving bad arguments it becomes natural to inspect what values were pushed on the stack before calling it, tracing back further from there, and so on. I occasionally want to see the precise state of the stack segment, in which case I uncomment a commented-out call to `dump_stack()` in the `vm.cc` layer. It makes the trace a lot more verbose and a lot less dense, necessitating a lot more scrolling around, so I keep it turned off most of the time. * If the trace seems overwhelming, try [browsing it](https://github.com/akkartik/mu/blob/master/browse_trace/Readme.md) in the 'time-travel debugger'. Hopefully these hints are enough to get you started. The main thing to remember is to not be afraid of modifying the sources. A good debugging session gets into a nice rhythm of generating a trace, staring at it for a while, modifying the sources, regenerating the trace, and so on. Email [me](mailto:mu@akkartik.com) if you'd like another pair of eyes to stare at a trace, or if you have questions or complaints. ## Reference documentation on available primitives ### Data Structures * Kernel strings: null-terminated arrays of bytes. Unsafe and to be avoided, but needed for interacting with the kernel. * Strings: length-prefixed arrays of bytes. String contents are preceded by 4 bytes (32 bytes) containing the `length` of the array. * Slices: a pair of 32-bit addresses denoting a [half-open](https://en.wikipedia.org/wiki/Interval_(mathematics)) \[`start`, `end`) interval to live memory with a consistent lifetime. Invariant: `start` <= `end` * Streams: strings prefixed by 32-bit `write` and `read` indexes that the next write or read goes to, respectively. * offset 0: write index * offset 4: read index * offset 8: length of array (in bytes) * offset 12: start of array data Invariant: 0 <= `read` <= `write` <= `length` * File descriptors (fd): Low-level 32-bit integers that the kernel uses to track files opened by the program. * File: 32-bit value containing either a fd or an address to a stream (fake file). * Buffered files (buffered-file): Contain a file descriptor and a stream for buffering reads/writes. Each `buffered-file` must exclusively perform either reads or writes. ### 'system calls' As I said at the top, a primary design goal of SubX (and Mu more broadly) is to explore ways to turn arbitrary manual tests into reproducible automated tests. SubX aims for this goal by baking testable interfaces deep into the stack, at the OS syscall level. The idea is that every syscall that interacts with hardware (and so the environment) should be *dependency injected* so that it's possible to insert fake hardware in tests. But those are big goals. Here are the syscalls I have so far: * `write`: takes two arguments, a file `f` and an address to array `s`. Comparing this interface with the Unix `write()` syscall shows two benefits: 1. SubX can handle 'fake' file descriptors in tests. 1. `write()` accepts buffer and its length in separate arguments, which requires callers to manage the two separately and so can be error-prone. SubX's wrapper keeps the two together to increase the chances that we never accidentally go out of array bounds. * `read`: takes two arguments, a file `f` and an address to stream `s`. Reads as much data from `f` as can fit in (the free space of) `s`. Like with `write()`, this wrapper around the Unix `read()` syscall adds the ability to handle 'fake' file descriptors in tests, and reduces the chances of clobbering outside array bounds. One bit of weirdness here: in tests we do a redundant copy from one stream to another. See [the comments before the implementation](http://akkartik.github.io/mu/html/subx/058read.subx.html) for a discussion of alternative interfaces. * `stop`: takes two arguments: - `ed` is an address to an _exit descriptor_. Exit descriptors allow us to `exit()` the program in production, but return to the test harness within tests. That allows tests to make assertions about when `exit()` is called. - `value` is the status code to `exit()` with. For more details on exit descriptors and how to create one, see [the comments before the implementation](http://akkartik.github.io/mu/html/subx/057stop.subx.html). * `new-segment` Allocates a whole new segment of memory for the program, discontiguous with both existing code and data (heap) segments. Just a more opinionated form of [`mmap`](http://man7.org/linux/man-pages/man2/mmap.2.html). * `allocate`: takes two arguments, an address to allocation-descriptor `ad` and an integer `n` Allocates a contiguous range of memory that is guaranteed to be exclusively available to the caller. Returns the starting address to the range in `EAX`. An allocation descriptor tracks allocated vs available addresses in some contiguous range of memory. The int specifies the number of bytes to allocate. Explicitly passing in an allocation descriptor allows for nested memory management, where a sub-system gets a chunk of memory and further parcels it out to individual allocations. Particularly helpful for (surprise) tests. * ... _(to be continued)_ I will continue to import syscalls over time from [the old Mu VM in the parent directory](https://github.com/akkartik/mu), which has experimented with interfaces for the screen, keyboard, mouse, disk and network. ### primitives built atop system calls _(Compound arguments are usually passed in by reference. Where the results are compound objects that don't fit in a register, the caller usually passes in allocated memory for it.)_ #### assertions for tests * `check-ints-equal`: fails current test if given ints aren't equal * `check-stream-equal`: fails current test if stream doesn't match string * `check-next-stream-line-equal`: fails current test if next line of stream until newline doesn't match string #### error handling * `error`: takes three arguments, an exit-descriptor, a file and a string (message) Prints out the message to the file and then exits using the provided exit-descriptor. * `error-byte`: like `error` but takes an extra byte value that it prints out at the end of the message. #### predicates * `kernel-string-equal?`: compares a kernel string with a string * `string-equal?`: compares two strings * `stream-data-equal?`: compares a stream with a string * `next-stream-line-equal?`: compares with string the next line in a stream, from `read` index to newline * `slice-empty?`: checks if the `start` and `end` of a slice are equal * `slice-equal?`: compares a slice with a string * `slice-starts-with?`: compares the start of a slice with a string * `slice-ends-with?`: compares the end of a slice with a string #### writing to disk * `write`: string -> file - Can also be used to cat a string into a stream. - Will abort the entire program if destination is a stream and doesn't have enough room. * `write-stream`: stream -> file - Can also be used to cat one stream into another. - Will abort the entire program if destination is a stream and doesn't have enough room. * `write-slice`: slice -> stream - Will abort the entire program if there isn't enough room in the destination stream. * `append-byte`: int -> stream - Will abort the entire program if there isn't enough room in the destination stream. * `append-byte-hex`: int -> stream - textual representation in hex, no '0x' prefix - Will abort the entire program if there isn't enough room in the destination stream. * `print-int32`: int -> stream - textual representation in hex, including '0x' prefix - Will abort the entire program if there isn't enough room in the destination stream. * `write-buffered`: string -> buffered-file * `write-slice-buffered`: slice -> buffered-file * `flush`: buffered-file * `write-byte-buffered`: int -> buffered-file * `print-byte-buffered`: int -> buffered-file - textual representation in hex, no '0x' prefix * `print-int32-buffered`: int -> buffered-file - textual representation in hex, including '0x' prefix #### reading from disk * `read`: file -> stream - Can also be used to cat one stream into another. - Will silently stop reading when destination runs out of space. * `read-byte-buffered`: buffered-file -> byte * `read-line-buffered`: buffered-file -> stream - Will abort the entire program if there isn't enough room. #### non-IO operations on streams * `new-stream`: allocates space for a stream of `n` elements, each occupying `b` bytes. - Will abort the entire program if `n*b` requires more than 32 bits. * `clear-stream`: resets everything in the stream to `0` (except its `length`). * `rewind-stream`: resets the read index of the stream to `0` without modifying its contents. #### reading/writing hex representations of integers * `is-hex-int?`: takes a slice argument, returns boolean result in `EAX` * `parse-hex-int`: takes a slice argument, returns int result in `EAX` * `is-hex-digit?`: takes a 32-bit word containing a single byte, returns boolean result in `EAX`. * `from-hex-char`: takes a hexadecimal digit character in EAX, returns its numeric value in `EAX` * `to-hex-char`: takes a single-digit numeric value in EAX, returns its corresponding hexadecimal character in `EAX` #### tokenization from a stream: * `next-token`: stream, delimiter byte -> slice * `skip-chars-matching`: stream, delimiter byte * `skip-chars-not-matching`: stream, delimiter byte from a slice: * `next-token-from-slice`: start, end, delimiter byte -> slice - Given a slice and a delimiter byte, returns a new slice inside the input that ends at the delimiter byte. * `skip-chars-matching-in-slice`: curr, end, delimiter byte -> new-curr (in `EAX`) * `skip-chars-not-matching-in-slice`: curr, end, delimiter byte -> new-curr (in `EAX`) ## Conclusion The hypothesis of Mu and SubX is that designing the entire system to be testable from day 1 and from the ground up would radically impact the culture of the eco-system in a way that no bolted-on tool or service at higher levels can replicate: * Tests would make it easier to write programs that can be easily understood by newcomers. * More broad-based understanding would lead to more forks. * Tests would make it easy to share code across forks. Copy the tests over, and then copy code over and polish it until the tests pass. Manual work, but tractable and without major risks. * The community would gain a diversified portfolio of forks for each program, a “wavefront” of possible combinations of features and alternative implementations of features. Application writers who wrote thorough tests for their apps (something they just can’t do today) would be able to bounce around between forks more easily without getting locked in to a single one as currently happens. * There would be a stronger culture of reviewing the code for programs you use or libraries you depend on. [More eyeballs would make more bugs shallow.](https://en.wikipedia.org/wiki/Linus%27s_Law) ## Resources * [Single-page cheatsheet for the x86 ISA](https://net.cs.uni-bonn.de/fileadmin/user_upload/plohmann/x86_opcode_structure_and_instruction_overview.pdf) (pdf; [cached local copy](https://github.com/akkartik/mu/blob/master/subx/cheatsheet.pdf)) * [Concise reference for the x86 ISA](https://c9x.me/x86) * [Intel processor manual](http://www.intel.com/content/dam/www/public/us/en/documents/manuals/64-ia-32-architectures-software-developer-instruction-set-reference-manual-325383.pdf) (pdf) * [Some details on the unconventional organization of this project.](http://akkartik.name/post/four-repos) ## Inspirations * [“Creating tiny ELF executables”](https://www.muppetlabs.com/~breadbox/software/tiny/teensy.html) * [“Bootstrapping a compiler from nothing”](http://web.archive.org/web/20061108010907/http://www.rano.org/bcompiler.html) * Forth implementations like [StoneKnifeForth](https://github.com/kragen/stoneknifeforth)