base on Rust SSH client & server library # Russh [](https://github.com/warp-tech/russh/actions/workflows/rust.yml) <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --> [](#contributors-) <!-- ALL-CONTRIBUTORS-BADGE:END --> Low-level Tokio SSH2 client and server implementation. Examples: [simple client](russh/examples/client_exec_simple.rs), [interactive PTY client](russh/examples/client_exec_interactive.rs), [server](russh/examples/echoserver.rs), [SFTP client](russh/examples/sftp_client.rs), [SFTP server](russh/examples/sftp_server.rs). This is a fork of [Thrussh](https://nest.pijul.com/pijul/thrussh) by Pierre-Étienne Meunier. > ✨ = added in Russh * [More panic safety](https://github.com/warp-tech/russh#safety) ✨ * `async_trait` support ✨ * `direct-tcpip` (local port forwarding) * `forward-tcpip` (remote port forwarding) ✨ * `direct-streamlocal` (local UNIX socket forwarding, client only) ✨ * `forward-streamlocal` (remote UNIX socket forwarding) ✨ * Ciphers: * `[email protected]` * `[email protected]` ✨ * `aes256-ctr` ✨ * `aes192-ctr` ✨ * `aes128-ctr` ✨ * `aes256-cbc` ✨ * `aes192-cbc` ✨ * `aes128-cbc` ✨ * `3des-cbc` ✨ * Key exchanges: * `[email protected]` * `diffie-hellman-group1-sha1` ✨ * `diffie-hellman-group14-sha1` ✨ * `diffie-hellman-group14-sha256` ✨ * `diffie-hellman-group16-sha512` ✨ * `ecdh-sha2-nistp256` ✨ * `ecdh-sha2-nistp384` ✨ * `ecdh-sha2-nistp521` ✨ * MACs: * `hmac-sha1` ✨ * `hmac-sha2-256` ✨ * `hmac-sha2-512` ✨ * `[email protected]` ✨ * `[email protected]` ✨ * `[email protected]` ✨ * Host keys and public key auth: * `ssh-ed25519` * `rsa-sha2-256` * `rsa-sha2-512` * `ssh-rsa` ✨ * `ecdsa-sha2-nistp256` ✨ * `ecdsa-sha2-nistp384` ✨ * `ecdsa-sha2-nistp521` ✨ * Authentication methods: * `password` * `publickey` * `keyboard-interactive` * `none` * OpenSSH certificates ✨ * Dependency updates * OpenSSH keepalive request handling ✨ * OpenSSH agent forwarding channels ✨ * OpenSSH `server-sig-algs` extension ✨ ## Safety * `deny(clippy::unwrap_used)` * `deny(clippy::expect_used)` * `deny(clippy::indexing_slicing)` * `deny(clippy::panic)` * Exceptions are checked manually ### Panics * When the Rust allocator fails to allocate memory during a CryptoVec being resized. * When `mlock`/`munlock` fails to protect sensitive data in memory. ### Unsafe code * `cryptovec` uses `unsafe` for faster copying, initialization and binding to native API. ## Ecosystem * [russh-sftp](https://crates.io/crates/russh-sftp) - server-side and client-side SFTP subsystem support for `russh` - see `russh/examples/sftp_server.rs` or `russh/examples/sftp_client.rs`. * [async-ssh2-tokio](https://crates.io/crates/async-ssh2-tokio) - simple high-level API for running commands over SSH. ## Adopters * [HexPatch](https://github.com/Etto48/HexPatch) - A binary patcher and editor written in Rust with terminal user interface (TUI). * Uses `russh::client` and `russh_sftp::client` to allow remote editing of files. * [kartoffels](https://github.com/Patryk27/kartoffels) - A game where you're given a potato and your job is to implement a firmware for it * Uses `russh:server` to deliver the game, using `ratatui` as the rendering engine. * [kty](https://github.com/grampelberg/kty) - The terminal for Kubernetes. * Uses `russh::server` to deliver the `ratatui` based TUI and `russh_sftp::server` to provide `scp` based file management. * [lapdev](https://github.com/lapce/lapdev) - Self-Hosted Remote Dev Environment * Uses `russh::server` to construct a proxy into your development environment. * [medusa](https://github.com/evilsocket/medusa) - A fast and secure multi protocol honeypot. * Uses `russh::server` to be the basis of the honyepot. * [rebels-in-the-sky](https://github.com/ricott1/rebels-in-the-sky) - P2P terminal game about spacepirates playing basketball across the galaxy * Uses `russh::server` to deliver the game, using `ratatui` as the rendering engine. * [warpgate](https://github.com/warp-tech/warpgate) - Smart SSH, HTTPS and MySQL bastion that requires no additional client-side software * Uses `russh::server` in addition to `russh::client` as part of the smart SSH functionality. * [Devolutions Gateway](https://github.com/Devolutions/devolutions-gateway/) - Establish a secure entry point for internal or external segmented networks that require authorized just-in-time (JIT) access. * Uses `russh::client` for the web-based SSH client of the standalone web application. * [Sandhole](https://github.com/EpicEric/sandhole) - Expose HTTP/SSH/TCP services through SSH port forwarding. A reverse proxy that just works with an OpenSSH client. * Uses `russh::server` for reverse forwarding connections, local forwarding tunnels, and the `ratatui` based admin interface. ## Contributors ✨ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)): <!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --> <!-- prettier-ignore-start --> <!-- markdownlint-disable --> <table> <tbody> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mihirsamdarshi"><img src="https://avatars.githubusercontent.com/u/5462077?v=4?s=100" width="100px;" alt="Mihir Samdarshi"/><br />_{<b>Mihir Samdarshi</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=mihirsamdarshi" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://peet.io/"><img src="https://avatars.githubusercontent.com/u/2230985?v=4?s=100" width="100px;" alt="Connor Peet"/><br />_{<b>Connor Peet</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=connor4312" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/kvzn"><img src="https://avatars.githubusercontent.com/u/313271?v=4?s=100" width="100px;" alt="KVZN"/><br />_<b>KVZN</b></a><br /><a href="https://github.com/Eugeny/russh/commits?author=kvzn" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.telekom.de"><img src="https://avatars.githubusercontent.com/u/21334898?v=4?s=100" width="100px;" alt="Adrian Müller (DTT)"/><br />_{<b>Adrian Müller (DTT)</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=amtelekom" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.evilsocket.net"><img src="https://avatars.githubusercontent.com/u/86922?v=4?s=100" width="100px;" alt="Simone Margaritelli"/><br />_{<b>Simone Margaritelli</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=evilsocket" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://joegrund.com"><img src="https://avatars.githubusercontent.com/u/458717?v=4?s=100" width="100px;" alt="Joe Grund"/><br />_{<b>Joe Grund</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=jgrund" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/AspectUnk"><img src="https://avatars.githubusercontent.com/u/59799956?v=4?s=100" width="100px;" alt="AspectUnk"/><br />_{<b>AspectUnk</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=AspectUnk" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://0io.eu"><img src="https://avatars.githubusercontent.com/u/203575?v=4?s=100" width="100px;" alt="Simão Mata"/><br />_{<b>Simão Mata</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=simao" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://mariotaku.org"><img src="https://avatars.githubusercontent.com/u/830358?v=4?s=100" width="100px;" alt="Mariotaku"/><br />_{<b>Mariotaku</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=mariotaku" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/yorkz1994"><img src="https://avatars.githubusercontent.com/u/16678950?v=4?s=100" width="100px;" alt="yorkz1994"/><br />_{<b>yorkz1994</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=yorkz1994" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://volution.ro/"><img src="https://avatars.githubusercontent.com/u/29785?v=4?s=100" width="100px;" alt="Ciprian Dorin Craciun"/><br />_{<b>Ciprian Dorin Craciun</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=cipriancraciun" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mllken"><img src="https://avatars.githubusercontent.com/u/11590808?v=4?s=100" width="100px;" alt="Eric Milliken"/><br />_{<b>Eric Milliken</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=mllken" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Swelio"><img src="https://avatars.githubusercontent.com/u/24651896?v=4?s=100" width="100px;" alt="Swelio"/><br />_{<b>Swelio</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=Swelio" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/joshbenz"><img src="https://avatars.githubusercontent.com/u/94999261?v=4?s=100" width="100px;" alt="Joshua Benz"/><br />_{<b>Joshua Benz</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=joshbenz" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="http://homepage.ruhr-uni-bochum.de/Jan.Holthuis/"><img src="https://avatars.githubusercontent.com/u/1834516?v=4?s=100" width="100px;" alt="Jan Holthuis"/><br />_{<b>Jan Holthuis</b>}</a><br /><a href="#security-Holzhaus" title="Security">🛡️</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mateuszkj"><img src="https://avatars.githubusercontent.com/u/2494082?v=4?s=100" width="100px;" alt="mateuszkj"/><br />_{<b>mateuszkj</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=mateuszkj" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://gotlou.srht.site"><img src="https://avatars.githubusercontent.com/u/23006870?v=4?s=100" width="100px;" alt="Saksham Mittal"/><br />_{<b>Saksham Mittal</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=gotlougit" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://canoncollision.com"><img src="https://avatars.githubusercontent.com/u/5120858?v=4?s=100" width="100px;" alt="Lucas Kent"/><br />_{<b>Lucas Kent</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=rukai" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/RDruon"><img src="https://avatars.githubusercontent.com/u/64585623?v=4?s=100" width="100px;" alt="Raphael Druon"/><br />_{<b>Raphael Druon</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=RDruon" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Nurrl"><img src="https://avatars.githubusercontent.com/u/15341887?v=4?s=100" width="100px;" alt="Maya the bee"/><br />_{<b>Maya the bee</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=Nurrl" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/mmirate"><img src="https://avatars.githubusercontent.com/u/992859?v=4?s=100" width="100px;" alt="Milo Mirate"/><br />_{<b>Milo Mirate</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=mmirate" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/george-hopkins"><img src="https://avatars.githubusercontent.com/u/552590?v=4?s=100" width="100px;" alt="George Hopkins"/><br />_{<b>George Hopkins</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=george-hopkins" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://amcoff.net/"><img src="https://avatars.githubusercontent.com/u/17624114?v=4?s=100" width="100px;" alt="Åke Amcoff"/><br />_{<b>Åke Amcoff</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=akeamc" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://brendonho.com"><img src="https://avatars.githubusercontent.com/u/12106620?v=4?s=100" width="100px;" alt="Brendon Ho"/><br />_{<b>Brendon Ho</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=bho01" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://samlikes.pizza/"><img src="https://avatars.githubusercontent.com/u/226872?v=4?s=100" width="100px;" alt="Samuel Ainsworth"/><br />_{<b>Samuel Ainsworth</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=samuela" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Sherlock-Holo"><img src="https://avatars.githubusercontent.com/u/10096425?v=4?s=100" width="100px;" alt="Sherlock Holo"/><br />_{<b>Sherlock Holo</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=sherlock-holo" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ricott1"><img src="https://avatars.githubusercontent.com/u/16502243?v=4?s=100" width="100px;" alt="Alessandro Ricottone"/><br />_{<b>Alessandro Ricottone</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=ricott1" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/T0b1-iOS"><img src="https://avatars.githubusercontent.com/u/15174814?v=4?s=100" width="100px;" alt="T0b1-iOS"/><br />_{<b>T0b1-iOS</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=T0b1-iOS" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://mecha.so"><img src="https://avatars.githubusercontent.com/u/4598631?v=4?s=100" width="100px;" alt="Shoaib Merchant"/><br />_{<b>Shoaib Merchant</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=shoaibmerchant" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/gleason-m"><img src="https://avatars.githubusercontent.com/u/86493344?v=4?s=100" width="100px;" alt="Michael Gleason"/><br />_{<b>Michael Gleason</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=gleason-m" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://ana.gelez.xyz"><img src="https://avatars.githubusercontent.com/u/16254623?v=4?s=100" width="100px;" alt="Ana Gelez"/><br />_{<b>Ana Gelez</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=elegaanz" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/tomknig"><img src="https://avatars.githubusercontent.com/u/3586316?v=4?s=100" width="100px;" alt="Tom König"/><br />_{<b>Tom König</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=tomknig" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://www.legaltile.com/"><img src="https://avatars.githubusercontent.com/u/45085843?v=4?s=100" width="100px;" alt="Pierre Barre"/><br />_{<b>Pierre Barre</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=Barre" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://skutnik.page"><img src="https://avatars.githubusercontent.com/u/22240065?v=4?s=100" width="100px;" alt="Jean-Baptiste Skutnik"/><br />_{<b>Jean-Baptiste Skutnik</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=spoutn1k" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://blog.packetsource.net/"><img src="https://avatars.githubusercontent.com/u/6276475?v=4?s=100" width="100px;" alt="Adam Chappell"/><br />_{<b>Adam Chappell</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=packetsource" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/CertainLach"><img src="https://avatars.githubusercontent.com/u/6235312?v=4?s=100" width="100px;" alt="Yaroslav Bolyukin"/><br />_{<b>Yaroslav Bolyukin</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=CertainLach" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.systemscape.de"><img src="https://avatars.githubusercontent.com/u/20155974?v=4?s=100" width="100px;" alt="Julian"/><br />_{<b>Julian</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=JuliDi" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://saunter.org"><img src="https://avatars.githubusercontent.com/u/47992?v=4?s=100" width="100px;" alt="Thomas Rampelberg"/><br />_{<b>Thomas Rampelberg</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=grampelberg" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://belak.io"><img src="https://avatars.githubusercontent.com/u/107097?v=4?s=100" width="100px;" alt="Kaleb Elwert"/><br />_{<b>Kaleb Elwert</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=belak" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://garyguo.net"><img src="https://avatars.githubusercontent.com/u/4065244?v=4?s=100" width="100px;" alt="Gary Guo"/><br />_{<b>Gary Guo</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=nbdd0121" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/irvingoujAtDevolution"><img src="https://avatars.githubusercontent.com/u/139169536?v=4?s=100" width="100px;" alt="irvingouj @ Devolutions"/><br />_{<b>irvingouj @ Devolutions</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=irvingoujAtDevolution" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://tonipeter.de"><img src="https://avatars.githubusercontent.com/u/4614215?v=4?s=100" width="100px;" alt="Toni Peter"/><br />_{<b>Toni Peter</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=Tehforsch" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://github.com/Nathy-bajo"><img src="https://avatars.githubusercontent.com/u/73991674?v=4?s=100" width="100px;" alt="Nathaniel Bajo"/><br />_{<b>Nathaniel Bajo</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=Nathy-bajo" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://eric.dev.br"><img src="https://avatars.githubusercontent.com/u/3129194?v=4?s=100" width="100px;" alt="Eric Rodrigues Pires"/><br />_{<b>Eric Rodrigues Pires</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=EpicEric" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://www.fly.io"><img src="https://avatars.githubusercontent.com/u/43325?v=4?s=100" width="100px;" alt="Jerome Gravel-Niquet"/><br />_{<b>Jerome Gravel-Niquet</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=jeromegn" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://qsantos.fr/"><img src="https://avatars.githubusercontent.com/u/8493765?v=4?s=100" width="100px;" alt="Quentin Santos"/><br />_{<b>Quentin Santos</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=qsantos" title="Documentation">📖</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/ogedei-khan"><img src="https://avatars.githubusercontent.com/u/181673956?v=4?s=100" width="100px;" alt="André Almeida"/><br />_{<b>André Almeida</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=ogedei-khan" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/snaggen"><img src="https://avatars.githubusercontent.com/u/6420639?v=4?s=100" width="100px;" alt="Mattias Eriksson"/><br />_{<b>Mattias Eriksson</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=snaggen" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="http://joshka.net"><img src="https://avatars.githubusercontent.com/u/381361?v=4?s=100" width="100px;" alt="Josh McKinney"/><br />_{<b>Josh McKinney</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=joshka" title="Code">💻</a></td> </tr> <tr> <td align="center" valign="top" width="14.28%"><a href="https://citorva.fr/"><img src="https://avatars.githubusercontent.com/u/16229435?v=4?s=100" width="100px;" alt="citorva"/><br />_{<b>citorva</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=citorva" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://github.com/eric-seppanen"><img src="https://avatars.githubusercontent.com/u/109770420?v=4?s=100" width="100px;" alt="Eric Seppanen"/><br />_{<b>Eric Seppanen</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=eric-seppanen" title="Code">💻</a></td> <td align="center" valign="top" width="14.28%"><a href="https://codeandbitters.com/"><img src="https://avatars.githubusercontent.com/u/36317762?v=4?s=100" width="100px;" alt="Eric Seppanen"/><br />_{<b>Eric Seppanen</b>}</a><br /><a href="https://github.com/Eugeny/russh/commits?author=ericseppanen" title="Code">💻</a></td> </tr> </tbody> </table> <!-- markdownlint-restore --> <!-- prettier-ignore-end --> <!-- ALL-CONTRIBUTORS-LIST:END --> This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome! ", Assign "at most 3 tags" to the expected json: {"id":"10448","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"