base on BizHawk is a multi-system emulator written in C#. BizHawk provides nice features for casual gamers such as full screen, and joypad support in addition to full rerecording and debugging tools for all system cores. # BizHawk An emulation project. EmuHawk is a multi-system emulator written in C#. As well as quality-of-life features for casual players, it also has recording/playback and debugging tools, making it the first choice for TASers (Tool-Assisted Speedrunners). More info [below](#features-and-systems). A7800Hawk, Atari2600Hawk, C64Hawk, ColecoHawk, GBHawk, IntelliHawk, NesHawk, O2Hawk, PCEHawk, SMSHawk, TI83Hawk, VectrexHawk, and ZXHawk are bespoke emulation cores written in C#. MSXHawk is a bespoke emulation core written in C++. More info [below](#cores). [](https://github.com/TASEmulators/BizHawk/releases/latest) [](https://github.com/TASEmulators/BizHawk/issues) [-GitHub_Actions-8250DF?logo=github&logoColor=333333&style=popout)](https://nightly.link/TASEmulators/BizHawk/workflows/ci/master/BizHawk-dev-windows.zip) [-GitHub_Actions-8250DF?logo=github&logoColor=333333&style=popout)](https://nightly.link/TASEmulators/BizHawk/workflows/ci/master/BizHawk-dev-linux.zip) [](https://github.com/TASEmulators/BizHawk/actions/workflows/ci.yml) [](#nixnixos) [](https://www.bestpractices.dev/projects/5365) --- Jump to: * Installing * [Windows](#windows) * [Unix](#unix) * [macOS](#macos-legacy-bizhawk) * [Nix/NixOS](#nixnixos) * [Development builds](#development-builds) * [Building](#building) * [Usage](#usage) * [TASing](#tasing) * [External tools](#external-tools) * [Cores](#cores) * [Support and troubleshooting](#support-and-troubleshooting) * [Related projects](#related-projects) * Contributing * [EmuHawk or core development](#emuhawk-or-core-development) * [Testing/QA](#testingqa) * [Localization](#localization) * [License](#license) ## Features and systems EmuHawk's features (common across all cores) are: * format, region, and integrity detection for game images * 10 save slots with hotkeys and infinite named savestates * speed control, including frame stepping and rewinding * memory view/search/edit in all emulated hardware components * input recording (making TAS movies) * screenshotting and recording audio + video to file * firmware management * input, framerate, and more in a HUD over the game * rebindable hotkeys for controlling the frontend (keyboard+mouse+gamepad) * a comprehensive input mapper for the emulated gamepads and other peripherals * programmatic control over core and frontend with Lua or C#.NET   Supported consoles and computers: * Apple II * Arcade machines * Atari * Video Computer System / 2600 * 7800 * Jaguar + CD * Lynx * Bandai WonderSwan + Color * CBM Commodore 64 * Coleco Industries ColecoVision * GCE Vectrex * Magnavox Odyssey² / Videopac G7000 * Mattel Intellivision * MSX * NEC * PC Engine / TurboGrafx-16 + SuperGrafx + CD * PC-FX * Neo Geo Pocket + Color * Nintendo * Famicom / Nintendo Entertainment System + FDS * Game Boy + Color * Game Boy Advance * Nintendo 64 + N64DD * Super Famicom / Super Nintendo Entertainment System + SGB + Satellaview * Virtual Boy * Sega * Game Gear * Genesis + 32X + CD * Master System * Saturn * SG-1000 * Sinclair ZX Spectrum * Sony Playstation (PSX) * Texas Instruments TI-83 * TIC-80 * Uzebox * more coming soon..? See [*Usage*](#usage) below for info on basic config needed to play games. [to top](#bizhawk) ## Installing ### Windows Released binaries can be found right here on GitHub (also linked at the top of this readme): [](https://github.com/TASEmulators/BizHawk/releases/latest) Click `BizHawk-<version>-win-x64.zip` to download it. Also note the changelog, the full version of which is [over on TASVideos](https://tasvideos.org/Bizhawk/ReleaseHistory). Extract it anywhere, but **don't mix different versions** of BizHawk, keep each version in its own folder. You may move or rename the folder containing `EmuHawk.exe`, even to another drive — as long as you keep all the files together, and the prerequisites are installed when you go to run it. Run `EmuHawk.exe` to start. If startup is blocked by a Windows SmartScreen dialog, click "More Info" to reveal the override button. Third-party antivirus may also block startup. There are some command-line arguments you can use: see [*Passing command-line arguments*](#passing-command-line-arguments). EmuHawk does have some prerequisites which it can't work without (it will let you know if they're missing). The list is [here](https://github.com/TASEmulators/BizHawk-Prereqs/blob/master/README), and we've made an all-in-one installer which you can get [here](https://github.com/TASEmulators/BizHawk-Prereqs/releases/latest). You should only have to run this once per machine, unless the changelog says we need something extra. We will be following Microsoft in dropping support for old versions of Windows, that is, we reserve the right to ignore your problems unless you've updated to at least Win11 21H2 (initial release) or Win10 22H2. Read more on [MSDN](https://docs.microsoft.com/en-us/lifecycle/faq/windows). A "backport" release, [1.13.2](https://github.com/TASEmulators/BizHawk/releases/tag/1.13.2), is available for users of Windows XP, 7, or 8.1 32-bit. It has many bugs that will never be fixed and it doesn't have all the features of the later versions. [to top](#bizhawk) ### Unix **Note**: There's only one dev working on Linux (@YoshiRulz)! Please have patience, and try not to bother everyone else. Install the listed package with your package manager (some buttons are links to the relevant package). The changelog can be found [over on TASVideos](https://tasvideos.org/Bizhawk/ReleaseHistory). [-%2335BF5C.svg?logo=manjaro&style=popout)](https://aur.archlinux.org/packages/bizhawk-monort) No package for your distro? Install via Nix (see below), or install manually by grabbing the latest release here on GitHub: [](https://github.com/TASEmulators/BizHawk/releases/latest) If you download BizHawk this way, **don't mix different versions**, keep each version in its own folder. The runtime dependencies are glibc, Mono "complete", OpenAL, Lua 5.4, and `lsb_release`. The .NET 8 Runtime (a.k.a. .NET Core) is **not** a runtime dependency, only Mono. WINE is also **not** a runtime dependency. If you try to use WINE anyway then you're on your own. If it's not clear from the downloads here or in your package manager, EmuHawk is for x86_64 CPUs only. You may be able to run on AArch64 with missing features: see [#4052](https://github.com/TASEmulators/BizHawk/issues/4052). Run `EmuHawkMono.sh` to start EmuHawk—you can run it from anywhere, so creating a `.desktop` file to wrap the script is fine. The shell script should print an error if it fails, otherwise it's safe to ignore console output. It takes mostly the same command-line arguments as on Windows: see [*Passing command-line arguments*](#passing-command-line-arguments). Most features and cores work, a notable omission being Mupen64Plus (N64). See the Linux thread, [#1430](https://github.com/TASEmulators/BizHawk/issues/1430), for a more detailed breakdown. [to top](#bizhawk) #### Android Not available for either AArch64 or x86_64 devices. The feature request is [#355](https://github.com/TASEmulators/BizHawk/issues/355). #### iOS As with Apple silicon Macs, not available. If you were looking to emulate iOS apps, see [#3956](https://github.com/TASEmulators/BizHawk/issues/3956). #### macOS (legacy BizHawk) EmuHawk depends on certain libraries for graphics, and these don't work on macOS. Users on macOS have three options: * Use another machine with Windows or Linux, or install either in an x86_64 VM (WINE is not a VM). * Use an older 1.x release, which was ported to macOS by @Sappharad (with replacements for the missing libraries), via Rosetta. Links and more details are in [this TASVideos forum thread](https://tasvideos.org/Forum/Topics/12659) (jump to last page for latest binaries). See [#3697](https://github.com/TASEmulators/BizHawk/issues/3697) for details. * For the technically-minded, download the [source](https://github.com/Sappharad/BizHawk/tree/MacUnixMonoCompat) of an older 2.x release. @Sappharad put a lot of work into it but ultimately decided to stop. * ...or use the Nix expression as a starting point instead. * Either way, this probably won't work on Apple silicon without a lot more effort. You'll probably want to build for x86_64 and run Mono via Rosetta. See [#4052](https://github.com/TASEmulators/BizHawk/issues/4052) re: Linux AArch64. #### Nix/NixOS (Curious what this Nix thing is about? [Start here](https://zero-to-nix.com).) You can get a dev build or recent release with Nix, either by cloning the repo, or by `fetchzip`'ing a commit and importing the expression from it. (The repo isn't a Flake yet, but you should be able to IFD.) See the [dedicated Nix usage readme](Dist/nix_expr_usage_docs.md) for what attributes are exposed. If you use a non-NixOS distro with Nix installed, you just need to add one argument and your host graphics drivers will be picked up thanks to nixGL. You can also quickly get a development setup, including the .NET SDK and an IDE, with the provided `shell.nix`. See the [Nix-specific docs](Dist/nix_expr_usage_docs.md#ide-setup) for details. [to top](#bizhawk) ### Development builds Development builds are made automatically whenever someone contributes. Because of this, we recommend using a release for work that requires stability (such as TASing), and only switching to a dev build if there's a specific change or addition you need. [](https://github.com/TASEmulators/BizHawk/actions/workflows/ci.yml) [-GitHub_Actions-8250DF?logo=github&logoColor=333333&style=popout)](https://nightly.link/TASEmulators/BizHawk/workflows/ci/master/BizHawk-dev-windows.zip) [-GitHub_Actions-8250DF?logo=github&logoColor=333333&style=popout)](https://nightly.link/TASEmulators/BizHawk/workflows/ci/master/BizHawk-dev-linux.zip) [](https://gitlab.com/TASVideos/BizHawk/-/pipelines) [](https://gitlab.com/TASVideos/BizHawk/-/pipelines/master/latest) Click one of the buttons above to download a dev build (they're also at the top of this readme). - On the GitHub Actions page for a workflow run or job, click "Summary", then on the relevant download button under the "Artifacts" heading. - On the GitLab CI page for a Pipeline, click "Jobs", then on the download button for the relevant `package_devbuild_*` job. (On the Pipelines list page, there's also a download button on each Pipeline. On a Job page, the download button is on the right.) To find the dev builds for a specific commit, you can click the green checkmark next to it (in the [commit history](https://github.com/TASEmulators/BizHawk/commits/master), for example) for a dropdown, then click the link for any GitHub Actions workflow. (GitLab has a similar feature, but its Pipelines don't appear in GitHub's UI.) ## Building See the [contributor guidelines](https://github.com/TASEmulators/BizHawk/blob/master/contributing.md). tl;dr: - On Unix, run `Dist/BuildRelease.sh` (uses .NET SDK CLI). You can also use Rider or VS Code. - On Windows, run in [VS2022](https://visualstudio.microsoft.com/vs/community). You can also use the command-line (`dotnet build BizHawk.sln`), Rider, or VS Code. [to top](#bizhawk) ## Usage #### Passing command-line arguments EmuHawk takes some command-line options which are documented in [the source](https://github.com/TASEmulators/BizHawk/blob/2d37fc1f13afb0774629f16ffea5ff86d9b47951/src/BizHawk.Client.Common/ArgParser.cs). On Linux starting from 2.10, these can also be viewed offline with the usual `--help`. On Windows 8.1/10, it's easiest to use PowerShell for this. For example, to pass `--lua=C:\path\to\script.lua` as the first argument and `C:\path\to\rom.n64` as the second, navigate to the BizHawk install folder and run: ```pwsh ./EmuHawk.exe '--lua=C:\path\to\script.lua' 'C:\path\to\rom.n64' ``` On Linux, you can pass arguments to `EmuHawkMono.sh` as expected and they will be forwarded to `mono`. (You can also `export` env. vars.) All the arguments work as on Windows, with some caveats: * file paths must be absolute (or relative to the install dir, `EmuHawkMono.sh` changes the CWD to there); * `--mono-no-redirect`: if you pass this flag *as the first argument*, it will be eaten by the script itself, and stdout/stderr will *not* be redirected to a file. (It's redirected by default.) ** From 2.10, this will no longer be necessary. The same example as above would be `./EmuHawkMono.sh --lua=/path/to/script.lua /path/to/rom.n64`. For char escaping tips, see ~~Unix StackExchange~~ your shell's man/info page. BASH and Zsh have different rules! #### Loading firmware Put all your dumped firmware files in the `/Firmware` folder and everything will be automatically detected and loaded when you try to load a game (filenames and subfolders aren't enforced, you can just throw them in there). If you're missing required or optional firmware, you will see a "You are missing the needed firmware files [...]" dialog. Keep in mind some firmware is optional, and some have multiple versions, only one of which needs to be set. If you want to customise firmware (when there are alternative firmwares, for example) go to `Config` > `Firmwares...`, right-click the line of the firmware you want to change, click "Set Customization", and open the file. You can change where EmuHawk looks for firmware by going to `Config` > `Paths...` and changing "Firmware" in the "Global" tab to the new location. This allows multiple installs to use the same folder. #### Identifying a good rom With a core and game loaded, look in the very left of the status bar (on by default, toggle with `View` > `Display Status Bar`): * a green checkmark means you've loaded a "known good" rom; * a "!" in a red circle means you've loaded a "known bad" rom, created by incorrect dumping methods; and * something else, usually a ?-block, means you've loaded something that's not in the database. #### Rebinding hotkeys and virtual gamepads There are two keybind windows, `Config` > `Controllers...` and `Config` > `Hotkeys...`. These let you bind your keyboard/mouse and gamepads to virtual gamepads, and to frontend functions, respectively. Using them is simple, click in a box next to an action and press the button (or bump the axis) you want bound to that action. If the "Auto Tab" checkbox at the bottom of the window is checked, the next box will be selected automatically and whatever button you press will be bound to *that* action, and so on down the list. If "Auto Tab" is unchecked, clicking a filled box will let you bind another button to the same action. Keep in mind there are multiple tabs of actions. #### Selecting and configuring cores To change which core is used where multiple cores emulate the same system (currently: NES, SNES, GB/C, SGB, and PCE/TG-16), look under `Config` > `Cores`. Under that menu, you'll also find the `GB in SGB` checkbox. When checked, GB/C games will be loaded using the chosen SGB core instead of the chosen GB core. Cores have their own settings, which you can find in various windows under the system-specific menu (between `Tools` and `Help` when a rom is loaded). Some cores, like Mupen64Plus, have a labyrinth of menus while others have one. #### Running Lua scripts Go to `Tools` > `Lua Console`. The opened window has two parts, the loaded script list and the console output. The buttons below the menubar are shortcuts for items in the menus, hover over them to see what they do. Any script you load is added to the list, and will start running immediately. Instead of using "Open script", you can drag-and-drop .lua files onto the console or game windows. Running scripts have a "▶️" beside their name, and stopped scripts (manually or due to an error) have a "⏹️" beside them. Using "Pause or Resume", you can temporarily pause scripts, those have a "⏸️". "Toggle script" does just that (paused scripts are stopped). "Reload script" stops it and loads changes to the file, running scripts are then started again. "Remove script" stops it and removes it from the list. #### In-game saves Games often have a "save progress" feature, which writes some save data on the cart or some sort of memory card. (Not to be confused with EmuHawk's savestates.) But when EmuHawk emulates this process, the in-game saves remain *in the host system's memory (RAM)* along with the rest of the virtual system, meaning it's not really saved. The save data needs to be copied to a file on disk (on the host), which we call "SaveRAM flushing". You can simply use `File` > `Save RAM` > `Flush Save Ram` (default hotkey: `Ctrl+S`) to make EmuHawk save properly. The `.SaveRAM` files are in system-specific subfolders of the BizHawk install folder (configurable) for if you want to make backups, which you should. The `File` > `Save RAM` menu is printed in **bold** when the virtual system does a save, which usually corresponds to pushing a "save progress" button in-game. Note that some games use SRAM for miscellaneous tasks, so it may not be strictly necessary to flush the SaveRAM every time it's changed. Can't hurt though. EmuHawk can also flush automatically, which you can configure with `Config` > `Customize...` > `Advanced` > `AutoSaveRAM`. When closing or switching roms, EmuHawk may also try to flush SaveRAM. **A disclaimer: Automatic flushing is extremely unreliable and not being maintained. It may corrupt your previous saves!** More disclaimers: Develop a habit to always flush saves manually every time you save in the game, and make backups of the flushed save files! If you don't flush saves manually and something breaks, you're on your own. If your save has been corrupted and you didn't make a backup, there's nothing we can do about it. [to top](#bizhawk) ### TASing ~~This section refers to BizHawk specifically. For resources on TASing in general, see [Welcome to TASVideos](https://tasvideos.org/WelcomeToTASVideos).~~ This section hasn't been written yet. For now, the best way to learn how to TAS is to browse pages like [BasicTools](https://tasvideos.org/TasingGuide/BasicTools) on TASVideos and watch tutorials like [The8bitbeast's](https://www.youtube.com/playlist?list=PLlJzD6wWmoXmihK13itZJ-mzjK3SD1EaM) and [Sand_Knight and dwangoAC's](https://youtu.be/6tJniMaR2Ps). #### TAStudio A lot of useful information is presented in [the video tutorials thread on TASVideos](https://tasvideos.org/Forum/Topics/21792). ##### Analog controls Enter analog editing mode by double-clicking on an analog input cell. The cell color will change. There are several ways to edit values: * Arrow keys (see the `TAStudio` section in the `Hotkeys` menu) * Numeric input * Mouse dragging * Using the `Virtual Pad` tool while the `Recording mode` is enabled in TAStudio While in analog editing mode, you can select multiple rows if you hold Shift or Control key and click on the `Frame#` column. That will allow you editing all those cells at once using Arrow keys or numeric input. [to top](#bizhawk) ### External tools Creating a GUI with Lua scripts is fiddly. If you know some C# (or another .NET language), you can replace your Lua script with an *external tool*. See the [ext. tools wiki](https://github.com/TASEmulators/BizHawk-ExternalTools/wiki) for more details. We're looking to create [a catalog](https://github.com/TASEmulators/BizHawk-ExternalTools/wiki/Catalog) of tools made by the community, share yours on IRC/Discord (links [below](#support-and-troubleshooting)). ### Cores A *core* is what we call the smaller bits of software that emulate just one system or family of systems, e.g. NesHawk for NES/Famicom. For the most part, we have one core per system, but sometimes you have the choice between speed (in terms of CPU usage) and accuracy. In the table below, core names in **bold** are accuracy-focused and acceptable on TASVideos. The -*Hawk* cores are part of the BizHawk project. All other cores are ported, mainly from the Mednafen project. System | Cores --:|:-- Apple II | **Virtu** Arcade | **MAME** Atari 2600 | **Atari2600Hawk** Atari 7800 | **A7800Hawk** Atari Jaguar | **Virtual Jaguar** Atari Lynx | **Handy** Commodore 64 | **C64Hawk** ColecoVision | **ColecoHawk** Game Boy / Color | **Gambatte**, **GBHawk**, **SameBoy** Game Boy Advance | **mGBA** Intellivision | **IntelliHawk** MSX | **MSXHawk** N64 | Ares64, **Mupen64Plus** NDS | **melonDS** Neo Geo Pocket | **NeoPop** NES | **NesHawk**, quickerNES Odyssey² | **O2Hawk** PC-FX | **T.S.T.** Playstation (PSX) | **Nymashock**, **Octoshock** Sega 32X | **PicoDrive** Sega Game Gear | **SMSHawk** Sega Genesis | **Genplus-gx** Sega Master System | **SMSHawk** Sega Saturn | **Saturnus** SNES | **BSNES**, Faust, Snes9x Super Game Boy | **BSNES**, **Gambatte** TI-83 | **Emu83**, **TI83Hawk** TIC-80 | **TIC-80** reference implementation TurboGrafx | HyperNyma, **PCEHawk**, **TurboNyma** Uzebox | **Uzem** Vectrex | **VectrexHawk** Virtual Boy | **Virtual Boyee** WonderSwan / Color | **Cygne** ZX Spectrum | **ZXHawk** There are also works-in-progress for: * Amstrad CPC (home-grown core) * Fairchild Channel F (home-grown core) * others maybe ([candidates](https://gitlab.com/TASVideos/BizHawk/snippets/1890492)) Please don't bother core devs about these WIPs unless you're looking to contribute in some way. [to top](#bizhawk) ## Support and troubleshooting A short [FAQ](https://tasvideos.org/Bizhawk/FAQ) is provided on the TASVideos wiki. If your problem is one of the many not answered there, and you can't find it in the [issue tracker search](https://github.com/TASEmulators/BizHawk/issues?q=is%3Aissue+PUT_ISSUE_KEYWORDS_HERE), you can try: - `#bizhawk` on [the TASVideos Discord](https://discordapp.com/invite/GySG2b6) - Also the more specialised channels `#tas-production` and `#scripting` (for Lua) on that server - For the .NET API, [the ApiHawk server](https://discord.gg/UPhN4um3px) - The [TASVideos forum for BizHawk](https://tasvideos.org/Forum/Subforum/64) - `#bizhawk` on Libera Chat ([via Matrix](https://matrix.to/#/#bizhawk:libera.chat) or [via IRC](https://libera.chat/guides/connect)) - The [/r/BizHawk](https://reddit.com/r/BizHawk) subreddit You can [open a new issue](https://github.com/TASEmulators/BizHawk/issues/new) at any time if you're logged in to GitHub. Please **at the very least read the issue templates**, we tend to ask the same questions for every one-line issue that's opened. ### Related projects * [Dolphin](https://dolphin-emu.org) for GameCube and Wii — cross-platform * [FCEUX](http://www.fceux.com/web/home.html) for NES/Famicom — cross-platform; TASing is Windows-only * [libTAS](https://github.com/clementgallet/libTAS) for ELF (Linux desktop apps) — requires GNU+Linux host; also emulates other emulators * [lsnes](https://tasvideos.org/Lsnes) for GB and SNES — cross-platform * [melonDS](http://melonds.kuribo64.net) for Nintendo DS — cross-platform * [mGBA](https://mgba.io) for GBA and GB/C — cross-platform Emulators for other systems can be found on the [EmulatorResources page](https://tasvideos.org/EmulatorResources) at TASVideos. The [TASEmulators GitHub page](https://github.com/TASEmulators) also holds copies of other emulators and plugins where development happens sometimes, their upstreams may be of use. [to top](#bizhawk) ## Contributing ### EmuHawk or core development Do you want your name next to [these fine people](https://github.com/TASEmulators/BizHawk/graphs/contributors)? We have [many open issues](https://github.com/TASEmulators/BizHawk/issues?q=label%3A"help+wanted") with no-one to work on them. Any which would be a good fit for someone who's new to Open Source are listed [here](https://github.com/TASEmulators/BizHawk/contribute) (spoilers: it's probably empty). [The contribution guidelines](https://github.com/TASEmulators/BizHawk/blob/master/contributing.md) have more details on how to get set up, work with the code, and submit changes to us. Don't shy away from asking about an Issue on IRC/Discord (see above)! You might be given more info about the problem—or you might find out someone is already working on it. For adding new features it's especially important, because details are often left out of the issue tracker, and we may want to make sure the new addition is future-proofed. With regards to core development, we're not particularly interested in PRs adding cores out-of-the-blue, but if you have experience in emulator development please get in touch. We have a wishlist of cores to port, and on top of that, many of our in-house cores are without a maintainer. [to top](#bizhawk) ### Testing/QA Not a programmer? You can still be helpful by grabbing a recent [dev build](#development-builds) and reproducing old bugs, i.e. checking if they've been fixed or not. Those with hardware or other domain knowledge may be able to help triage [issues like these](https://github.com/TASEmulators/BizHawk/issues?q=label%3A"Needs+domain+knowledge+for+triage"). [to top](#bizhawk) ### Localization Not available. Contact YoshiRulz on Discord or [elsewhere](https://yoshirulz.dev) if you're interested in translating. [to top](#bizhawk) ### License EmuHawk and DiscoHawk can be used by anyone for any purpose allowed by the permissive *MIT License* (Expat). The [full text](https://github.com/TASEmulators/BizHawk/blob/master/LICENSE) is very short. Any developers looking to re-use code from BizHawk in their own work should understand which files the license applies to. It's included in the text, but tl;dr: anything outside `/src` isn't ours and we can't give you permission to share, use, or sell it. That means not all the files included with BizHawk *releases or dev builds* are free to share, either. Disclaimer time! Can't have emulation software without a disclaimer... > Following the terms of our license does not make you immune from other contracts or laws. > Some or all of the following may be illegal where you live: creating a copy of non-free software for backup purposes ("dumping" or "ripping"); distributing copies of non-free software; soliciting pirated copies of software; knowingly posessing pirated copies of software; importing software from the USA (GitHub and TASVideos are American entities); using a backup copy of non-free software without the original. > For obvious reasons, **we cannot and will not distribute dumped games or firmware that is under copyright**. [to top](#bizhawk) ", Assign "at most 3 tags" to the expected json: {"id":"11854","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"