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* refactor: Implement From<sqlx::Error> and clean up fix_error (#3484)John Oxley2026-05-14
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | In the database crates for atuin-server, there is `fn fix_error`. This PR implements `From<sqlx::Error>` on `DbError` which makes it possible to mostly use `?` to bubble up the errors. There are cases where `?` is not being used e.g. ```rust async fn get_session(&self, token: &str) -> DbResult<Session> { sqlx::query_as("select id, user_id, token from sessions where token = $1") .bind(token) .fetch_one(&self.pool) .await .map_err(fix_error) .map(|DbSession(session)| session) } ``` There are two options ## 1. Use `Into::into` ```rust async fn get_session(&self, token: &str) -> DbResult<Session> { sqlx::query_as("select id, user_id, token from sessions where token = $1") .bind(token) .fetch_one(&self.pool) .await .map_err(fix_error) .map(|DbSession(session)| session) } ``` ## 2. Create a variable and use `?` ```rust async fn get_session(&self, token: &str) -> DbResult<Session> { let session = sqlx::query_as("select id, user_id, token from sessions where token = $1") .bind(token) .fetch_one(&self.pool) .await .map(|DbSession(session)| session)?; Ok(session) } ``` I chose to do option 1 as it was just a find/replace but say the word and I'll convert them all to option 2 ## Checks - [X] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [X] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.16.1 (#3476)Ellie Huxtable2026-05-12
| | | | | | | | | | | | | | | | | | | | | | | | | | | | ## 18.16.1 ### Bug Fixes - *(shell/xonsh)* Use os.devnull instead of hard-coded /dev/null ([#3464](https://github.com/atuinsh/atuin/issues/3464)) - Atuin update on windows ([#3453](https://github.com/atuinsh/atuin/issues/3453)) - Ensure local key matches remote data before syncing ([#3474](https://github.com/atuinsh/atuin/issues/3474)) ### Documentation - Add related projects section to README ### Features - *(ui)* Prominent banner for wrong-key errors at login/sync ([#3475](https://github.com/atuinsh/atuin/issues/3475)) ### Miscellaneous Tasks - Generate LLM-optimized docs ([#3468](https://github.com/atuinsh/atuin/issues/3468)) - Rename 'atuin hex' to 'atuin pty-proxy' ([#3473](https://github.com/atuinsh/atuin/issues/3473))
* chore: Rename 'atuin hex' to 'atuin pty-proxy' (#3473)Michelle Tilley2026-05-11
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* chore(release): prepare for release 18.16.0 (#3457)Michelle Tilley2026-04-28
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* chore(release): prepare for release 18.16.0-beta.1 (#3450)Michelle Tilley2026-04-24
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* chore: Update to eye_declare 0.5.1 (#3449)Michelle Tilley2026-04-24
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* perf: Reduce AI TUI rendering overhead for long conversations (#3447)Michelle Tilley2026-04-23
| | | | | | | | | | | | | | | | | | | | | | | | Fixes keystroke lag in Atuin AI that scales with conversation length. After extended use (many turns, lots of tool calls with output viewports), pressing a key had noticeable delay before the letter appeared. Three layers of optimization: - **Skip `sync_view_state` for `InputUpdated`** — every keystroke was cloning all events, tools, and archived data even though no FSM state changed. Uses `handle.update_tracked()` (eye_declare 0.5) to skip rebuilds when values haven't actually changed. - **Pre-compute turns and `has_command` on the driver thread** — the view function was rebuilding the full turn structure from raw events and scanning for `suggest_command` tool calls 3× per render frame. Now computed once per FSM state change and cached in ViewState. - **Commit-based element tree pruning** — turns that scroll into terminal scrollback are tracked via `on_commit` and filtered from the element tree, keeping rendering work proportional to visible content. Turn views are now direct children of the root VStack (not nested inside AtuinAi) so `detect_committed` can see them.
* feat: Add skill discovery, loading, and invocation (#3444)Michelle Tilley2026-04-23
| | | Adds a skills system that lets users define reusable LLM instructions as `SKILL.md` files with YAML frontmatter.
* feat: AI tool rendering overhaul + edit_file tool (#3423)Michelle Tilley2026-04-21
| | | | | | Overhaul of how AI tool calls are modeled, rendered, and displayed in the Atuin AI TUI. Fixes bugs in shell command output capture, implements the `edit_file` tool with full safety infrastructure, and adds a diff preview for edits.
* chore(release): prepare for release 18.15.2 (#3421)Michelle Tilley2026-04-16
| | | | | | | | ## 18.15.2 ### Bug Fixes - Tab doesn't insert suggested command ([#3420](https://github.com/atuinsh/atuin/issues/3420))
* chore(release): prepare for release 18.15.1 (#3419)Michelle Tilley2026-04-15
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* fix: Enter runs suggested command when selecting permissions (#3418)Michelle Tilley2026-04-15
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* chore(release): prepare for release 18.15.0 (#3417)Michelle Tilley2026-04-15
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* feat: Allow resuming previous AI sessions (#3407)Michelle Tilley2026-04-15
| | | | | | | | | | | | | | | | | | | | | | | | | | | | This PR introduces session continuation to Atuin AI. * Conversations with Atuin AI are stored in a local SQLite database * Upon startup, Atuin AI tries to find a session to resume based on its directory/workspace and the time since the last event * If found, Atuin AI will show a note that the session has been resumed, and an event is added to help the LLM know where the invocation boundaries are * If not, Atuin AI will create a new conversation * The user can create a new conversation with `/new` * The new setting `ai.session_continue_minutes`, which defaults to `60`, controls how old the last event in a session can be before it's no longer considered for automatic resuming. <img width="1055" height="593" alt="image" src="https://github.com/user-attachments/assets/3f9ff01a-ef64-44a9-b0e2-3a4252c5746f" /> ## Architecture A new `SessionService` trait defines an API contract for a service that can manage session data. `LocalSessionService` implements this, with `DaemonSessionService` a possible future extension point. `SessionManager` owns a `dyn SessionService` and delegates as appropriate.
* feat: Enable atuin hex for illumos (#3413)Michael Zeller2026-04-14
| | | | | | | | | | | | | This bumps the `portable-pty` dep which itself has a dependency on a newer termios that knows about illumos. Unless this was pinned for a particular reason I think this is fine. With this dep bumped we can enable `atuin hex` on illumos. ## Checks - [x] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [x] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.14.1 (#3405)Ellie Huxtable2026-04-13
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.14.0 (#3401)Ellie Huxtable2026-04-13
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore: Prepare 18.14.0-beta.1 release (#3393)Michelle Tilley2026-04-10
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* feat: Client-tool execution + permission system (#3370)Michelle Tilley2026-04-10
| | | | | | Adds client-side tool execution to Atuin AI, starting with `atuin_history`. The server can request tool calls, which are executed locally with a permission system, and results are sent back to continue the conversation.
* chore: Update to eye-declare 0.3.0 (#3365)Michelle Tilley2026-03-30
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* chore: Prepare 18.13.6 release (#3356)Michelle Tilley2026-03-27
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* chore(deps): Update to eye-declare v0.2.0 (#3355)Michelle Tilley2026-03-27
| | | | | | | | | | | eye-declare v0.2.0 includes two relevant changes: * "Capture-phase" event handling lets us remove the special-case event handling in `InputBox` that allowed global keyboard binds to work; the `AtuinAi` component now handles this directly. * `Tracked::read()` allows reading fields in tracked state without triggering the dirty-tracking from the `DerefMut` implementation, allowing us to send messages on the app event bus without marking the containing state as dirty.
* feat: Use eye-declare for more performant and flexible AI TUI (#3343)Michelle Tilley2026-03-27
| | | | | | | | | | | | | | | | This PR replaces the mess of custom rendering code in Atuin AI with [eye-declare](https://github.com/BinaryMuse/eye-declare), and updates the TUI to feel more terminal-native: output appears inline and persists in scrollback, so you can scroll up and look at previous conversations for reference. The "review" state — which used to exist between the LLM generating a response and the user either executing or following up — has been removed; just start typing to follow up with the LLM, or press `enter` at the empty input box to execute the suggested command. <img width="1203" height="633" alt="image" src="https://github.com/user-attachments/assets/159ee447-9a2a-4edd-b56e-a79bf1aaaa94" />
* fix: remove unnecessary arboard/image-data default feature (#3345)Ross Williams2026-03-25
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* chore: Prepare 18.13.5 (#3342)Michelle Tilley2026-03-24
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* chore(release): prepare for release 18.13.4 (#3336)Michelle Tilley2026-03-23
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* feat: Allow running `atuin search -i` as subcommand on Windows (#3250)Lucas Trzesniewski2026-03-20
| | | | | | | | | | | | | | | | | This is the equivalent of #3208, but for Windows. ~The rendering performance is noticeably slower in this mode when refreshing a large part of the screen, but it's better than not having the feature at all.~ Fixed 🙂 The second commit fixes some unrelated warnings. /cc @BinaryMuse FYI ## Checks - [x] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [x] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.3Ellie Huxtable2026-03-16
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* vendor nucleo fork into atuin workspaceEllie Huxtable2026-03-16
| | | | | | | | | | | | Rename crates (nucleo → atuin-nucleo, nucleo-matcher → atuin-nucleo-matcher), add to workspace members and dependencies, update all import paths, remove vendored CI workflow, and suppress upstream clippy warnings. format codespell fixes clippy clappy
* chore(release): prepare for release 18.13.2 (#3264)Ellie Huxtable2026-03-13
| | | | | | | | | | | I tried adding a windows arm64 build to the last release, which was perhaps a little naive of me. I thought it working on x86 windows and arm everything else would be enough 💀 ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.1 (#3263)Ellie Huxtable2026-03-13
| | | | | | | | | | We were using buildjet as our runners previously, but it looks like they have gone under. Luckily, GitHub now provides the arm runners we need ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.0 (#3262)Ellie Huxtable2026-03-13
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.0-beta.7 (#3259)Ellie Huxtable2026-03-12
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* feat: Add `atuin setup` (#3257)Michelle Tilley2026-03-12
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* chore(release): prepare for release 18.13.0-beta.6 (#3258)Ellie Huxtable2026-03-12
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.0-beta.5 (#3253)Ellie Huxtable2026-03-11
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(release): prepare for release 18.13.0-beta.4 (#3252)Ellie Huxtable2026-03-10
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore: upgrade axum 0.7 to 0.8 to deduplicate with tonic's axumEllie Huxtable2026-03-09
| | | | | | | atuin-server used axum 0.7 while tonic already pulled in axum 0.8, resulting in both versions compiled into the binary. Migrates to axum 0.8: path params use {param} syntax, FromRequestParts uses native async traits (dropping async-trait dep from atuin-server).
* chore: upgrade thiserror 1.x to 2.x to deduplicate dependencyEllie Huxtable2026-03-09
| | | | | | Our crates used thiserror 1.x while the ratatui ecosystem already pulled in thiserror 2.x, resulting in both versions in the binary. The API is compatible; this consolidates to a single version.
* feat: use pty proxy for rendering tui popups without clearing the terminal ↵Ellie Huxtable2026-03-09
| | | | | | | | | | | | | | | | | | (#3234) It feels much, much nicer this way. This has also been asked for pretty consistently since we made inline rendering the default. Now we can have everything :) Maintains a shadow vt100 renderer so that we can restore the terminal state upon popup close. This happens on a background thread, so our impact on terminal performance should still be super minimal, if anything ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* feat: Allow setting multipliers for frequency, recency, and frecency scores ↵Michelle Tilley2026-03-05
| | | | (#3235)
* feat: initial draft of atuin-shell (#3206)Ellie Huxtable2026-03-04
| | | | | | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing --------- Co-authored-by: Claude <noreply@anthropic.com>
* chore(release): prepare for release 18.13.0-beta.3 (#3228)Ellie Huxtable2026-03-02
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* chore(deps): bump rustix from 0.38.44 to 1.1.4 (#3220)dependabot[bot]2026-03-02
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Bumps [rustix](https://github.com/bytecodealliance/rustix) from 0.38.44 to 1.1.4. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/bytecodealliance/rustix/releases">rustix's releases</a>.</em></p> <blockquote> <h2>1.0.0</h2> <p>This release introduces the <a href="https://docs.rs/rustix/1.0.0/rustix/buffer/trait.Buffer.html"><code>Buffer</code> trait</a>, which is used in <a href="https://docs.rs/rustix/1.0.0/rustix/io/fn.read.html"><code>read</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/io/fn.pread.html"><code>pread</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.recv.html"><code>recv</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.recvfrom.html"><code>recvfrom</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/rand/fn.getrandom.html"><code>getrandom</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.readlinkat_raw.html"><code>readlinkat_raw</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/event/epoll/fn.wait.html"><code>epoll::wait</code></a>, <a href="https://docs.rs/rustix/1.0.0/x86_64-unknown-freebsd/rustix/event/kqueue/fn.kevent.html"><code>kevent</code></a>, <a href="https://docs.rs/rustix/1.0.0/x86_64-unknown-illumos/rustix/event/port/fn.getn.html"><code>port::getn</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.getxattr.html"><code>getxattr</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.lgetxattr.html"><code>lgetxattr</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.fgetxattr.html"><code>fgetxattr</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.listxattr.html"><code>listxattr</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.llistxattr.html"><code>llistxattr</code></a>, and <a href="https://docs.rs/rustix/1.0.0/rustix/fs/fn.flistxattr.html"><code>flistxattr</code></a>, and adds support for reading data into uninitialized buffers, as well as safely reading data into the spare capacity of <code>Vec</code>s.</p> <p>This release also simplifies the way network addresses are handled. Instead of having separate functions with <code>_v4</code>, <code>_v6</code>, <code>_unix</code>, <code>_xdp</code>, and now <code>_netlink</code> suffixes, rustix now uses a <a href="https://docs.rs/rustix/1.0.0/rustix/net/trait.SocketAddrArg.html"><code>SocketAddrArg</code> trait</a> so that functions such as <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.bind.html"><code>bind</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.connect.html"><code>connect</code></a>, <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.sendto.html"><code>sendto</code></a>, and <a href="https://docs.rs/rustix/1.0.0/rustix/net/fn.sendmsg_addr.html"><code>sendmsg_addr</code></a> can accept any type of address, and are easier to extend to new address types in the future.</p> <p>And, this release simplifies the <code>ioctl</code> API, replacing opcode wrapper types with const generics.</p> <p>This updates several APIs to add Linux 6.13 features, and raw linux-raw-sys types are no longer exposed in the public API, so it should be easier to stay up to date with new Linux releases.</p> <p>And many more new features, bug fixes, and cleanups. See the <a href="https://github.com/bytecodealliance/rustix/blob/main/CHANGES.md#changes-from-038x-to-1x">CHANGES.md file</a> for the full list of breaking changes.</p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/bytecodealliance/rustix/commit/c4caf5caaa7e93828a2e4a4cdba1dd0171e45717"><code>c4caf5c</code></a> chore: Release rustix version 1.1.4</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/5953a2c6bc7bc97c308a8e6a0fd4a8bf79997117"><code>5953a2c</code></a> Prune pins in CI that are no longer needed. (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1588">#1588</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/9116c05d2eab3484748a629e72bdff17117c4f5b"><code>9116c05</code></a> Bump dependencies (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1567">#1567</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/5ee0ca360f41b3699b7c543d1153e94c65988610"><code>5ee0ca3</code></a> hurd: Fix l_type and l_whence types (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1569">#1569</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/89505893fc3b4b9b9a22625cd3a670f6d6cf2f44"><code>8950589</code></a> Clobber vector registers and do not use preserves_flags in riscv64 syscalls (...</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/7b0d2ae013976c959627598c057644ae8922708e"><code>7b0d2ae</code></a> Update pins for MSRV compatibility (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1585">#1585</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/99458d830840dafb8a8c5b8b54cf05beabc2e581"><code>99458d8</code></a> feat(redox): <code>renameat</code> and <code>renameat_with</code> (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1586">#1586</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/a9c8dcbbb74df7a7c4ec6cf50629a810bab6500d"><code>a9c8dcb</code></a> Remove reference to yanked crate in README.md (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1587">#1587</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/8bf15a0eb444087e4c3ed04e01ed488cc429af2d"><code>8bf15a0</code></a> Drop custom makedev implementation for Redox (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1582">#1582</a>)</li> <li><a href="https://github.com/bytecodealliance/rustix/commit/74b886d40d7b5209a8d448550e4595e8e06158a1"><code>74b886d</code></a> Update pins for MSRV compatibility (<a href="https://redirect.github.com/bytecodealliance/rustix/issues/1584">#1584</a>)</li> <li>Additional commits viewable in <a href="https://github.com/bytecodealliance/rustix/compare/v0.38.44...v1.1.4">compare view</a></li> </ul> </details> <br /> [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=rustix&package-manager=cargo&previous-version=0.38.44&new-version=1.1.4)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. 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* chore(deps): bump dashmap from 5.5.3 to 6.1.0 (#3221)dependabot[bot]2026-03-02
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Bumps [dashmap](https://github.com/xacrimon/dashmap) from 5.5.3 to 6.1.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/xacrimon/dashmap/releases">dashmap's releases</a>.</em></p> <blockquote> <h2>v6.1.0</h2> <ul> <li><a href="https://redirect.github.com/xacrimon/dashmap/pull/308">xacrimon/dashmap#308</a></li> </ul> <h2>v6.0.1</h2> <p>This is a patch release, now the main release for v6 as v6.0.0 was yanked shortly after release.</p> <p>Thanks to <a href="https://github.com/JesusGuzmanJr"><code>@​JesusGuzmanJr</code></a> for notifying me about a critical bug that was introduced so that I could resolve it: <a href="https://redirect.github.com/xacrimon/dashmap/issues/304">#304</a>.</p> <p>PRs for this release: <a href="https://redirect.github.com/xacrimon/dashmap/issues/305">#305</a> + <a href="https://github.com/xacrimon/dashmap/commit/d5c8be6213ca85d7e3ccbcc1eb5b95651ce7e253">https://github.com/xacrimon/dashmap/commit/d5c8be6213ca85d7e3ccbcc1eb5b95651ce7e253</a></p> <h2>v6.0.0</h2> <p>This release contains performance optimizations, most notably 10-40% gains on Apple Silicon but also 5-10% gains when measured in Intel Sapphire Rapids. This work was accomplished in:</p> <ul> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/303">#303</a></li> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/287">#287</a></li> </ul> <p>Minor QoL improvements were made in:</p> <ul> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/302">#302</a></li> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/300">#300</a></li> </ul> <p>Special to the following contributors for making this release possible:</p> <ul> <li><a href="https://github.com/conradludgate"><code>@​conradludgate</code></a></li> <li><a href="https://github.com/arthurprs"><code>@​arthurprs</code></a></li> <li><a href="https://github.com/joshtriplett"><code>@​joshtriplett</code></a></li> <li><a href="https://github.com/dtzxporter"><code>@​dtzxporter</code></a></li> </ul> <h2>v6.0.0-rc.1</h2> <p>This release contains performance optimizations, most notably 10-40% gains on Apple Silicon but also 5-10% gains when measured in Intel Sapphire Rapids. This work was accomplished in:</p> <ul> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/303">#303</a></li> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/287">#287</a></li> </ul> <p>Minor QoL improvements were made in:</p> <ul> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/302">#302</a></li> <li><a href="https://redirect.github.com/xacrimon/dashmap/issues/300">#300</a></li> </ul> <p>Special to the following contributors for making this release possible:</p> <ul> <li><a href="https://github.com/conradludgate"><code>@​conradludgate</code></a></li> <li><a href="https://github.com/arthurprs"><code>@​arthurprs</code></a></li> <li><a href="https://github.com/joshtriplett"><code>@​joshtriplett</code></a></li> <li><a href="https://github.com/dtzxporter"><code>@​dtzxporter</code></a></li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/xacrimon/dashmap/commit/f2d248eb59fe4a06decd8b54a4365ef41400b73c"><code>f2d248e</code></a> v6.1.0</li> <li><a href="https://github.com/xacrimon/dashmap/commit/da6ac5eab31165c57c8487fafd81ade9adb6d158"><code>da6ac5e</code></a> Add typesize::TypeSize implementation for DashMap/DashSet (<a href="https://redirect.github.com/xacrimon/dashmap/issues/308">#308</a>)</li> <li><a href="https://github.com/xacrimon/dashmap/commit/633aadbd812151a54a60b1845d48c312a2135a14"><code>633aadb</code></a> v6.0.1</li> <li><a href="https://github.com/xacrimon/dashmap/commit/d5c8be6213ca85d7e3ccbcc1eb5b95651ce7e253"><code>d5c8be6</code></a> add shrink_to_fit test</li> <li><a href="https://github.com/xacrimon/dashmap/commit/488dbfa908ada92551560991b0b8a0d17e6679f3"><code>488dbfa</code></a> fix deadlock in shrink_to_fit (<a href="https://redirect.github.com/xacrimon/dashmap/issues/305">#305</a>)</li> <li><a href="https://github.com/xacrimon/dashmap/commit/458238c114b5d21b26432ac620835166e07eb115"><code>458238c</code></a> v6.0.0</li> <li><a href="https://github.com/xacrimon/dashmap/commit/1e3df1aa8eb1b2c266eac83765136f0d10d8e21d"><code>1e3df1a</code></a> v6.0.0-rc.1</li> <li><a href="https://github.com/xacrimon/dashmap/commit/bdb86b03b4194a209094f146f250c9d9f62baa85"><code>bdb86b0</code></a> Merge branch 'arthurprs-small-optimizations'</li> <li><a href="https://github.com/xacrimon/dashmap/commit/4cdfc396a35713afdb8feb7183b8ea57c100fbbe"><code>4cdfc39</code></a> fix: merge errors</li> <li><a href="https://github.com/xacrimon/dashmap/commit/74b34f836d7aa65a1f11c86465c7a96a80346624"><code>74b34f8</code></a> Merge branch 'small-optimizations' of github.com:arthurprs/dashmap into arthu...</li> <li>Additional commits viewable in <a href="https://github.com/xacrimon/dashmap/compare/v.5.5.3...v6.1.0">compare view</a></li> </ul> </details> <br /> [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=dashmap&package-manager=cargo&previous-version=5.5.3&new-version=6.1.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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* chore: Move atuin ai subcommand into core binary (#3212)Michelle Tilley2026-03-02
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* fix: Dramatically decrease daemon memory usage (#3211)Michelle Tilley2026-02-26
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | Reduces memory usage of the atuin-daemon search index by ~80% through string interning, compact UUID storage, and eliminating redundant data. ## Changes * **Eliminate Vec\<Invocation\>**: Replaced the per-command `Vec<Invocation>` with just `most_recent_id: [u8; 16]` and `most_recent_timestamp: i64`. We only ever needed the most recent history ID for search results - the full invocation history was never used. * **UUID byte storage**: Store UUIDs as `[u8; 16]` instead of 36-byte strings, saving 40 bytes per UUID. * **String interning with lasso**: Use `ThreadedRodeo` to deduplicate `cwd` and `hostname` strings in the filter sets. These values are highly repetitive (most commands run from a small set of directories on the same host), so interning has an outsized effect. * **DashSet → HashSet**: Since `CommandData` lives inside a `DashMap` (already synchronized), the inner sets don't need their own locks. Switched to `HashSet<Spur>` for directories/hosts and `HashSet<[u8; 16]>` for sessions. * **Arc\<str\> for commands**: Changed the `commands` DashMap key and `frecency_map` keys from `String` to `Arc<str>`, enabling zero-copy sharing between the two maps. * **Remove dead code**: Removed `CommandData.command` field that was duplicating the DashMap key. ## Results With 60k history entries, observed memory usage dropped from ~200MB to ~40MB.
* chore(release): prepare for release 18.13.0-beta.2 (#3209)Ellie Huxtable2026-02-26
| | | | | | | | | | | | <!-- Thank you for making a PR! Bug fixes are always welcome, but if you're adding a new feature or changing an existing one, we'd really appreciate if you open an issue, post on the forum, or drop in on Discord --> ## Checks - [ ] I am happy for maintainers to push small adjustments to this PR, to speed up the review cycle - [ ] I have checked that there are no existing pull requests for the same thing
* feat: In-memory search index with atuin daemon (#3201)Michelle Tilley2026-02-26
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | ## Summary This PR adds a persistent, in-memory search index to the Atuin daemon, enabling fast fuzzy search without the startup delay of building an index each time the TUI opens. ### Key Changes - **Daemon search service**: A new gRPC service that maintains a Nucleo fuzzy search index in memory - **Real-time index updates**: The daemon listens for history events (new commands, synced records) and updates the index immediately - **Filter mode support**: All existing filter modes work (Global, Host, Session, Directory, Workspace) - **New search engine**: `daemon-fuzzy` search mode that queries the daemon instead of building a local index - **Paged history loading**: Database pagination support for efficient initial index loading - **Configurable logging**: New `[logs]` settings section for daemon and search log configuration - **Component-based daemon architecture**: Refactored daemon internals into a modular, event-driven system - **Fallback to DB search for regex**: Since Nucleo doesn't support regex matching ## Daemon Architecture The daemon has been refactored to use a component-based, event-driven architecture that makes it easier to add new functionality and reason about the system. ### Core Concepts ``` ┌─────────────────────────────────────────────────────────────────────────────┐ │ Atuin Daemon │ │ │ │ ┌─────────────┐ ┌──────────────────────────────────────────────────┐ │ │ │ Daemon │ │ Components │ │ │ │ Handle │────▶│ │ │ │ │ │ │ ┌─────────────┐ ┌─────────────┐ ┌────────────┐ │ │ │ │ • emit() │ │ │ History │ │ Search │ │ Sync │ │ │ │ │ • subscribe │ │ │ Component │ │ Component │ │ Component │ │ │ │ │ • settings │ │ │ │ │ │ │ │ │ │ │ │ • databases │ │ │ gRPC service│ │ gRPC service│ │ background │ │ │ │ └─────────────┘ │ │ WIP history │ │ Nucleo index│ │ sync │ │ │ │ │ │ └─────────────┘ └─────────────┘ └────────────┘ │ │ │ │ └──────────────────────────────────────────────────┘ │ │ │ ▲ │ │ ▼ │ │ │ ┌─────────────────────────────────────┴────────────────────────────────┐ │ │ │ Event Bus (broadcast) │ │ │ │ │ │ │ │ HistoryStarted │ HistoryEnded │ RecordsAdded │ SyncCompleted │ ... │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ ▲ │ │ ┌───────────────────────────────────┴──────────────────────────────────┐ │ │ │ Control Service (gRPC) │ │ │ │ External event injection from CLI commands │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ └─────────────────────────────────────────────────────────────────────────────┘ ``` ### DaemonHandle A lightweight, cloneable handle that provides access to shared daemon resources: - **Event emission**: `handle.emit(DaemonEvent::...)` broadcasts to all components - **Event subscription**: `handle.subscribe()` returns a receiver for the event bus - **Settings**: `handle.settings()` for configuration access - **Databases**: `handle.history_db()` and `handle.store()` for data access ### Component Trait Components implement a simple lifecycle: ```rust #[async_trait] trait Component: Send + Sync { fn name(&self) -> &'static str; async fn start(&mut self, handle: DaemonHandle) -> Result<()>; async fn handle_event(&mut self, event: &DaemonEvent) -> Result<()>; async fn stop(&mut self) -> Result<()>; } ``` ### Event-Driven Design Components communicate via events rather than direct coupling: | Event | Emitted By | Consumed By | |-------|-----------|-------------| | `HistoryStarted` | History gRPC | Search (logging) | | `HistoryEnded` | History gRPC | Search (index update) | | `RecordsAdded` | Sync | Search (index update) | | `HistoryPruned` | CLI (via Control) | Search (index rebuild) | | `HistoryDeleted` | CLI (via Control) | Search (index rebuild) | | `ForceSync` | CLI (via Control) | Sync | | `ShutdownRequested` | Signal handler | All (graceful shutdown) | ### External Event Injection CLI commands can inject events into a running daemon: ```rust // After `atuin history prune` emit_event(DaemonEvent::HistoryPruned).await?; // After deleting specific items emit_event(DaemonEvent::HistoryDeleted { ids }).await?; // Request immediate sync emit_event(DaemonEvent::ForceSync).await?; ``` This ensures the daemon's search index stays in sync with database changes made by CLI commands. ## Search Architecture The search service uses a [forked version of Nucleo](https://github.com/atuinsh/nucleo-ext) that adds filter and scorer callbacks, enabling efficient filtering and frecency-based ranking. ``` ┌────────────────────────────────────────────────────────────────┐ │ Atuin Daemon │ │ │ │ ┌─────────────────┐ ┌──────────────────────────────────┐ │ │ │ Event System │───▶│ Search Component │ │ │ │ │ │ │ │ │ │ • RecordsAdded │ │ ┌────────────────────────────┐ │ │ │ │ • HistoryEnded │ │ │ Deduplicated Index │ │ │ │ │ • HistoryPruned │ │ │ │ │ │ │ └─────────────────┘ │ │ CommandData per command: │ │ │ │ │ │ • Global frecency │ │ │ │ ┌─────────────────┐ │ │ • Filter indexes (sets) │ │ │ │ │ Background Task │ │ │ • Invocation history │ │ │ │ │ │ │ └────────────────────────────┘ │ │ │ │ Rebuilds │ │ │ │ │ │ │ frecency map │ │ ▼ │ │ │ │ every 60s │───▶│ ┌────────────────────────────┐ │ │ │ └─────────────────┘ │ │ Nucleo (forked) │ │ │ │ │ │ │ │ │ │ │ │ • Filter callback │ │ │ │ │ │ • Scorer callback │ │ │ │ │ │ • Fuzzy matching │ │ │ │ │ └────────────────────────────┘ │ │ │ └──────────────────────────────────┘ │ │ │ │ │ │ gRPC (Unix socket) │ └──────────────────────────────────────│─────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────┐ │ Search TUI (Client) │ │ │ │ 1. Send query + filter mode + context to daemon │ │ 2. Receive matching history IDs (ranked by frecency) │ │ 3. Hydrate full records from local SQLite database │ │ 4. Display results in TUI │ └─────────────────────────────────────────────────────────────────┘ ``` ### Nucleo Fork The [nucleo-ext fork](https://github.com/atuinsh/nucleo-ext) adds two key features to Nucleo: 1. **Filter callback**: Pre-filter items before fuzzy matching (used for directory/host/session filtering) 2. **Scorer callback**: Compute custom scores after matching (used for frecency ranking) ```rust // Filter: only include commands run in current directory nucleo.set_filter(Some(Arc::new(|cmd: &String| { passing_commands.contains(cmd) }))); // Scorer: combine fuzzy score with frecency nucleo.set_scorer(Some(Arc::new(|cmd: &String, fuzzy_score: u32| { let frecency = frecency_map.get(cmd).unwrap_or(0); fuzzy_score + (frecency * 10) }))); ``` ### Deduplicated Index Commands are stored once per unique command text, with metadata tracking all invocations: ```rust struct CommandData { command: String, invocations: Vec<Invocation>, // All times this command was run global_frecency: FrecencyData, // Precomputed frecency score // O(1) filter indexes directories: HashSet<String>, // All cwds where command was run hosts: HashSet<String>, // All hostnames sessions: HashSet<String>, // All session IDs } ``` This deduplication means: - **Fewer items to match**: ~13K unique commands vs ~62K history entries - **O(1) filter checks**: HashSet lookups instead of scanning invocations - **Single frecency score**: Global frecency computed once, used for all filter modes ### Frecency Scoring Frecency (frequency + recency) scoring prioritizes recently and frequently used commands: ```rust fn compute_frecency(count: u32, last_used: i64, now: i64) -> u32 { let age_hours = (now - last_used) / 3600; // Recency: decays over time (half-life ~24 hours) let recency = (100.0 * (-age_hours as f64 / 24.0).exp()) as u32; // Frequency: logarithmic scaling let frequency = (count.ln() * 20.0).min(100.0) as u32; recency + frequency } ``` The frecency map is: - **Precomputed by background task** every 60 seconds - **Never computed inline** during search (no latency impact) - **Graceful fallback**: If unavailable, search works without frecency ranking ### Filter Mode Implementation | Filter Mode | Implementation | |-------------|----------------| | Global | No filter (all commands) | | Directory | `command.directories.contains(cwd)` | | Workspace | `command.directories.any(\|d\| d.starts_with(git_root))` | | Host | `command.hosts.contains(hostname)` | | Session | `command.sessions.contains(session_id)` | Filters are pre-computed into a HashSet before the search, making the filter callback O(1). ### Search Flow 1. **Daemon startup**: Loads history from SQLite in pages, builds deduplicated index 2. **Frecency precompute**: Background task builds frecency map after history loads 3. **Search request**: Client sends query with filter mode and context 4. **Filter**: Pre-computed HashSet determines which commands pass the filter 5. **Match**: Nucleo fuzzy matches the query against command text 6. **Score**: Frecency scorer ranks results (fuzzy score + frecency * 10) 7. **Response**: Returns history IDs for the most recent invocation of each matching command 8. **Hydration**: Client fetches full records from local SQLite ### Configuration ```toml # Enable daemon + autostart [daemon] enabled = true autostart = true # Enable daemon-based fuzzy search [search] search_mode = "daemon-fuzzy" ``` ## Performance Performance varies based on several factors, but in most initial testing with the new architecture shows improvement: * **Nucleo performs searches up to 4.5x faster**: direct DB search averages 18.07ms, but the daemon completes the same queries in 3.99ms. * **IPC overhead is significant, but acceptable**: a significant amount of wall-time is taken up by the transfer of data over IPC (via UDS in this case). This averages to about ~7.8ms and accounts for 66% of client-side wall time. * **Tail latency improves at every layer**: p99 times correspond to initial requests, worst-case query patterns, etc. but the average p99 daemon-based response time is 3.6x better than the associated DB-based search p99 time * **Query complexity no longer impacts performance**: the Nucleo-based search shows consistent 2-7ms times regardless of query pattern. The DB-based search had a 17x variance (3.59ms to 62.46ms). Interestingly, @ellie - who has a larger history store than I do - gets even better performance on the IPC layer. This could use a lot more testing in various edge cases and on various hardware, but seems promising. ### Regular DB search ``` Individual calls for: db_search -------------------------------------------------------------------------------------------------------------- # Wall Busy Idle Fields -------------------------------------------------------------------------------------------------------------- 1 32.25ms 32.20ms 47.70µs {"mode":"Fuzzy","query":"^"} 2 19.48ms 19.40ms 84.20µs {"mode":"Fuzzy","query":"^c"} 3 20.40ms 20.10ms 297.00µs {"mode":"Fuzzy","query":"^ca"} 4 13.07ms 13.00ms 69.90µs {"mode":"Fuzzy","query":"^car"} 5 12.17ms 12.10ms 67.10µs {"mode":"Fuzzy","query":"^carg"} 6 20.78ms 20.70ms 76.60µs {"mode":"Fuzzy","query":"^cargo"} 7 9.15ms 9.10ms 53.20µs {"mode":"Fuzzy","query":"^cargo "} 8 10.24ms 10.00ms 237.00µs {"mode":"Fuzzy","query":"^cargo b"} 9 10.01ms 9.68ms 325.00µs {"mode":"Fuzzy","query":"^cargo bu"} 10 5.89ms 5.83ms 57.20µs {"mode":"Fuzzy","query":"^cargo bui"} 11 8.85ms 8.28ms 568.00µs {"mode":"Fuzzy","query":"^cargo buil"} 12 7.70ms 7.49ms 212.00µs {"mode":"Fuzzy","query":"^cargo build"} 13 3.59ms 3.53ms 57.00µs {"mode":"Fuzzy","query":"^cargo build$"} 14 6.50ms 6.44ms 63.60µs {"mode":"Fuzzy","query":"^cargo "} 15 6.48ms 6.38ms 100.00µs {"mode":"Fuzzy","query":"!"} 16 31.68ms 31.60ms 75.90µs {"mode":"Fuzzy","query":"!g"} 17 62.46ms 62.40ms 58.90µs {"mode":"Fuzzy","query":"!gi"} 18 30.35ms 30.30ms 46.90µs {"mode":"Fuzzy","query":"!git"} 19 53.84ms 53.80ms 40.80µs {"mode":"Fuzzy","query":"!git "} 20 19.24ms 19.20ms 39.70µs {"mode":"Fuzzy","query":"!git c"} 21 22.03ms 22.00ms 34.70µs {"mode":"Fuzzy","query":"!git co"} 22 17.13ms 17.00ms 133.00µs {"mode":"Fuzzy","query":"!git com"} 23 16.14ms 15.90ms 242.00µs {"mode":"Fuzzy","query":"!git comm"} 24 5.11ms 5.08ms 28.60µs {"mode":"Fuzzy","query":"!git commi"} 25 7.31ms 7.26ms 52.70µs {"mode":"Fuzzy","query":"!git commit"} Summary: 25 calls Wall: avg=18.07ms, min=3.59ms, max=62.46ms, p50=13.07ms, p99=62.46ms Busy: avg=17.95ms, min=3.53ms, max=62.40ms, p50=13.00ms, p99=62.40ms ``` ### Daemon-based search **Client** ``` Individual calls for: daemon_search -------------------------------------------------------------------------------------------------------------- # Wall Busy Idle Fields -------------------------------------------------------------------------------------------------------------- 1 13.05ms 2.55ms 10.50ms {"query":"^"} 2 10.65ms 1.40ms 9.25ms {"query":"^c"} 3 10.72ms 1.18ms 9.54ms {"query":"^ca"} 4 5.54ms 485.00µs 5.06ms {"query":"^car"} 5 15.02ms 1.02ms 14.00ms {"query":"^carg"} 6 9.49ms 840.00µs 8.65ms {"query":"^cargo"} 7 5.53ms 555.00µs 4.97ms {"query":"^cargo "} 8 8.56ms 717.00µs 7.84ms {"query":"^cargo b"} 9 12.34ms 1.24ms 11.10ms {"query":"^cargo bu"} 10 8.38ms 650.00µs 7.73ms {"query":"^cargo bui"} 11 13.07ms 770.00µs 12.30ms {"query":"^cargo buil"} 12 17.11ms 709.00µs 16.40ms {"query":"^cargo build"} 13 15.41ms 907.00µs 14.50ms {"query":"^cargo build$"} 14 8.19ms 665.00µs 7.52ms {"query":"^cargo "} 15 7.98ms 1.72ms 6.26ms {"query":"!"} 16 13.56ms 856.00µs 12.70ms {"query":"!g"} 17 8.11ms 624.00µs 7.49ms {"query":"!gi"} 18 14.57ms 775.00µs 13.80ms {"query":"!git"} 19 14.18ms 779.00µs 13.40ms {"query":"!git "} 20 9.62ms 802.00µs 8.82ms {"query":"!git c"} 21 15.50ms 1.50ms 14.00ms {"query":"!git co"} 22 11.58ms 1.48ms 10.10ms {"query":"!git com"} 23 13.82ms 2.12ms 11.70ms {"query":"!git comm"} 24 17.48ms 2.18ms 15.30ms {"query":"!git commi"} 25 14.81ms 1.71ms 13.10ms {"query":"!git commit"} Summary: 25 calls Wall: avg=11.77ms, min=5.53ms, max=17.48ms, p50=12.34ms, p99=17.48ms Busy: avg=1.13ms, min=485.00µs, max=2.55ms, p50=856.00µs, p99=2.55ms ``` **Daemon** ``` Individual calls for: daemon_search_query -------------------------------------------------------------------------------------------------------------- # Wall Busy Idle Fields -------------------------------------------------------------------------------------------------------------- 1 1.75ms 250ns 1.75ms {"query":"^","query_id":1} 2 4.58ms 125ns 4.58ms {"query":"^c","query_id":2} 3 4.39ms 250ns 4.39ms {"query":"^ca","query_id":3} 4 2.52ms 125ns 2.52ms {"query":"^car","query_id":4} 5 4.44ms 250ns 4.44ms {"query":"^carg","query_id":5} 6 3.66ms 167ns 3.66ms {"query":"^cargo","query_id":6} 7 2.38ms 84ns 2.38ms {"query":"^cargo ","query_id":7} 8 4.13ms 84ns 4.13ms {"query":"^cargo b","query_id":8} 9 4.40ms 167ns 4.40ms {"query":"^cargo bu","query_id":9} 10 3.87ms 125ns 3.87ms {"query":"^cargo bui","query_id":10} 11 4.36ms 84ns 4.36ms {"query":"^cargo buil","query_id":11} 12 3.96ms 333ns 3.96ms {"query":"^cargo build","query_id":12} 13 4.61ms 167ns 4.61ms {"query":"^cargo build$","query_id":13} 14 4.20ms 209ns 4.20ms {"query":"^cargo ","query_id":14} 15 238.17µs 167ns 238.00µs {"query":"!","query_id":15} 16 4.44ms 125ns 4.44ms {"query":"!g","query_id":16} 17 3.47ms 83ns 3.47ms {"query":"!gi","query_id":17} 18 4.57ms 125ns 4.57ms {"query":"!git","query_id":18} 19 7.15ms 167ns 7.15ms {"query":"!git ","query_id":19} 20 4.27ms 250ns 4.27ms {"query":"!git c","query_id":20} 21 5.19ms 292ns 5.19ms {"query":"!git co","query_id":21} 22 4.29ms 417ns 4.29ms {"query":"!git com","query_id":22} 23 4.08ms 125ns 4.08ms {"query":"!git comm","query_id":23} 24 4.50ms 167ns 4.50ms {"query":"!git commi","query_id":24} 25 4.35ms 208ns 4.35ms {"query":"!git commit","query_id":25} Summary: 25 calls Wall: avg=3.99ms, min=238.17µs, max=7.15ms, p50=4.29ms, p99=7.15ms Busy: avg=182ns, min=83ns, max=417ns, p50=167ns, p99=417ns ``` **Nucleo matching time (in daemon)** ``` Individual calls for: nucleo_match -------------------------------------------------------------------------------------------------------------- # Wall Busy Idle Fields -------------------------------------------------------------------------------------------------------------- 1 1.73ms 125ns 1.73ms {"query":"^","query_id":1} 2 4.57ms 167ns 4.57ms {"query":"^c","query_id":2} 3 4.37ms 125ns 4.37ms {"query":"^ca","query_id":3} 4 2.51ms 84ns 2.51ms {"query":"^car","query_id":4} 5 4.43ms 125ns 4.43ms {"query":"^carg","query_id":5} 6 3.64ms 125ns 3.64ms {"query":"^cargo","query_id":6} 7 2.37ms 84ns 2.37ms {"query":"^cargo ","query_id":7} 8 4.11ms 125ns 4.11ms {"query":"^cargo b","query_id":8} 9 4.36ms 208ns 4.36ms {"query":"^cargo bu","query_id":9} 10 3.85ms 125ns 3.85ms {"query":"^cargo bui","query_id":10} 11 4.35ms 125ns 4.35ms {"query":"^cargo buil","query_id":11} 12 3.94ms 250ns 3.94ms {"query":"^cargo build","query_id":12} 13 4.59ms 125ns 4.59ms {"query":"^cargo build$","query_id":13} 14 4.18ms 84ns 4.18ms {"query":"^cargo ","query_id":14} 15 220.13µs 125ns 220.00µs {"query":"!","query_id":15} 16 4.43ms 125ns 4.43ms {"query":"!g","query_id":16} 17 3.45ms 125ns 3.45ms {"query":"!gi","query_id":17} 18 4.55ms 125ns 4.55ms {"query":"!git","query_id":18} 19 7.12ms 209ns 7.12ms {"query":"!git ","query_id":19} 20 4.25ms 166ns 4.25ms {"query":"!git c","query_id":20} 21 5.18ms 125ns 5.18ms {"query":"!git co","query_id":21} 22 4.27ms 125ns 4.27ms {"query":"!git com","query_id":22} 23 4.06ms 292ns 4.06ms {"query":"!git comm","query_id":23} 24 4.46ms 166ns 4.46ms {"query":"!git commi","query_id":24} 25 4.31ms 208ns 4.31ms {"query":"!git commit","query_id":25} Summary: 25 calls Wall: avg=3.97ms, min=220.13µs, max=7.12ms, p50=4.27ms, p99=7.12ms Busy: avg=147ns, min=84ns, max=292ns, p50=125ns, p99=292ns ```
* feat: Generate commands or ask questions with `atuin ai` (#3199)Michelle Tilley2026-02-24
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | This PR refines the system created in #3178 to be suitable for a v1 release. --- ## Overview `atuin-ai` is a separate binary that allows for generating commands and asking questions from the command line. It is fully opt-in. ## Usage `atuin ai init` will output bindings for your shell. Currently, bash, zsh, and fish are supported. ```bash eval "$(atuin ai init)" ``` Once the hooks are installed, just press `?` on an empty prompt line to call up the TUI. `atuin ai` requires an account on [Atuin Hub](https://hub.atuin.sh/); you will be prompted to log in on first use. ## Features ### Command generation Prompt the LLM to create a command, and get one back, no fuss. Press `enter` to run, or `tab` to insert. ``` ┌Ask questions or generate a command:──────────────────────────┐ │ │ │ > Get a list of running docker containers │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ docker ps │ │ │ └────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘ ``` ### Follow-up You can follow-up with `f` to specify a refinement prompt to update the command that will be inserted. ``` ┌Ask questions or generate a command:──────────────────────────┐ │ │ │ > Get a list of running docker containers │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ docker ps │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ > Actually I want to get all docker containers │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ docker ps -a │ │ │ └────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘ ``` You can also follow-up with questions to get responses in natural language. ``` ┌Ask questions or generate a command:──────────────────────────┐ │ │ │ > Get a list of running docker containers │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ docker ps │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ > Actually I want to get all docker containers │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ docker ps -a │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ > What other useful flags to `docker ps` should I know? │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ Here are some handy `docker ps` flags: │ │ │ │ - `-q` — Only show container IDs (great for piping to │ │ other commands) │ │ - `-s` — Show container sizes │ │ - `-n 5` — Show the last 5 created containers │ │ - `-l` — Show only the latest created container │ │ - `--no-trunc` — Don't truncate output (shows full IDs and │ │ commands) │ │ - `-f` or `--filter` — Filter by condition, e.g.: │ │ - `-f status=exited` — only exited containers │ │ - `-f name=myapp` — filter by name │ │ - `-f ancestor=nginx` — filter by image │ │ - `--format` — Custom output using Go templates, e.g.: │ │ `--format "table {{.Names}}\t{{.Status}}\t{{.Ports}}"` │ │ │ │ A common combo is `docker ps -aq` to get all container │ │ IDs, useful for bulk operations like `docker rm $(docker │ │ ps -aq)`. │ │ │ └────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘ ``` You can use `enter` or `tab` at any time to run or insert the last suggested command, even if it was suggested in a previous turn. ### Conversational and search usage If you prompt the LLM with a question that doesn't imply you want to generate a command, it can respond in natural language, and use web search if necessary to fetch the data it needs. ``` ┌Ask questions or generate a command:──────────────────────────┐ │ │ │ > What is the latest version of atuin? │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ ✓ Used 2 tools │ │ │ │ The latest version of Atuin is **v18.12.0**, available on │ │ the [GitHub releases │ │ page](https://github.com/atuinsh/atuin/releases). │ │ │ └─────────────────────────────────[f]: Follow-up [Esc]: Cancel┘ ``` ### Dangerous or low-confidence command detection The LLM scores its confidence in the command, as well as how dangerous the command is. This information is shown if a threshold is exceeded, and requires an extra confirmation step before running automatically with `enter`. The Atuin Hub server also monitors suggested commands for dangerous patterns the LLM didn't catch, and appends its own assessment at the end of the LLM's own assessment. ``` ┌Ask questions or generate a command:──────────────────────────┐ │ │ │ > Delete all files from $HOME │ │ │ ├──────────────────────────────────────────────────────────────┤ │ │ │ $ rm -rf $HOME/* │ │ │ │ ! ⚠️ This will PERMANENTLY delete ALL files and directories │ │ in your home directory, including documents, downloads, │ │ configurations, SSH keys, and everything else. This is │ │ irreversible and will likely break your system. Also note │ │ this won't delete hidden (dot) files — if you want those │ │ too, that's even more destructive.; [Server] Recursive │ │ delete of critical directory │ │ │ └────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘ ``` --------- Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>