Shrink binary size for the standalone oz cli (#9301)

## Description
Reduces the `oz` CLI tarball size by adapting two techniques the WASM
build already uses for the standalone CLI artifact.

**Measured results**:

| Platform | Before (gzipped) | After (gzipped) | Reduction |
|---|---|---|---|
| macOS aarch64 | ~120 MiB | ~48 MiB | **~−60%** |
| Linux x86_64 | 121.5 MiB | ~49 MiB | **~−60%** |

There are two primary changes:
1. No longer bundle any of the async assets into the headless binary
(this drops ~57 MiB of incompressible PNG/JPG bytes from the binary)

2. Introduce a `release-ci` profile that uses `opt-level = s` and `lto =
fat`. This mirrors the release profile we use on wasm. For the CLI
specifically, this should be a no-op for user-perceived latency: `oz
agent run` is wall-clock-dominated by network round-trips to the LLM API
and file I/O, not by CPU-bound inner loops. The 5–15% slowdown that
`-Os` typically incurs on tight numeric loops is invisible next to a
multi-second model response, and a smaller binary actually loads faster
on cold start.


## Agent Mode
- [x] Warp Agent Mode - This PR was created via Warp's AI Agent Mode

## Changelog Entries for Stable

CHANGELOG-OZ: Reduced the `oz` CLI tarball download size by ~60% on both
macOS and Linux.

---------

Co-authored-by: Oz <oz-agent@warp.dev>

Cargo.toml

@@ -453,6 +453,21 @@ debug-assertions = true
 [profile.rltoda]
 inherits = "release-lto-debug_assertions"
 
+# A profile tuned for the `oz` CLI tarball. The CLI is shipped over the network
+# and run headlessly, so we trade some compile time and a small amount of
+# runtime perf for a smaller binary by mirroring the size-leaning settings used
+# by `release-wasm`.
+[profile.release-cli]
+inherits = "release-lto"
+opt-level = "s"
+codegen-units = 1
+
+# A custom CLI release-like profile that forces debug assertions on, used for
+# dev/local channel CLI bundles.
+[profile.release-cli-debug_assertions]
+inherits = "release-cli"
+debug-assertions = true
+
 [profile.release-wasm]
 inherits = "release"
 opt-level = "s"

app/src/lib.rs

@@ -311,7 +311,13 @@ use warpui::{AppContext, SingletonEntity, WindowId};
 #[folder = "assets"]
 #[include = "bundled/**"] // Should be kept in sync with BUNDLED_ASSETS_DIR.
 #[include = "async/**"] // Should be kept in sync with ASYNC_ASSETS_DIR.
-#[cfg_attr(target_family = "wasm", exclude = "async/**")] // Excludes take precedence.
+#[cfg_attr(target_family = "wasm", exclude = "async/**")]
+// Excludes take precedence.
+// Standalone CLI builds (the `oz` tarball) are headless and never render the
+// onboarding/theme imagery in `async/`, so we exclude those bytes from the
+// embedded asset set to keep the CLI binary small — mirroring the carve-out
+// already applied for the WASM target above.
+#[cfg_attr(feature = "standalone", exclude = "async/**")]
 pub struct Assets;
 
 pub static ASSETS: Assets = Assets;

script/linux/bundle

@@ -118,9 +118,17 @@ elif [[ $RELEASE_CHANNEL = "local" || $RELEASE_CHANNEL = "dev" ]]; then
   # For dev bundles, we want to enable debug assertions to
   # catch violations that would otherwise silently pass in
   # a normal release build (e.g. in stable).
-  CARGO_PROFILE="release-lto-debug_assertions"
+  if [[ "$ARTIFACT" == "cli" ]]; then
+    CARGO_PROFILE="release-cli-debug_assertions"
+  else
+    CARGO_PROFILE="release-lto-debug_assertions"
+  fi
 else
-  CARGO_PROFILE="release-lto"
+  if [[ "$ARTIFACT" == "cli" ]]; then
+    CARGO_PROFILE="release-cli"
+  else
+    CARGO_PROFILE="release-lto"
+  fi
 fi
 
 if [[ "$CARGO_PROFILE" == "dev" ]]; then

script/macos/bundle

@@ -250,9 +250,17 @@ elif [[ $RELEASE_CHANNEL = "local" || $RELEASE_CHANNEL = "dev" ]]; then
   # For dev bundles, we want to enable debug assertions to
   # catch violations that would otherwise silently pass in
   # a normal release build (e.g. in stable).
-  CARGO_PROFILE="release-lto-debug_assertions"
+  if [[ "$ARTIFACT" == "cli" ]]; then
+    CARGO_PROFILE="release-cli-debug_assertions"
+  else
+    CARGO_PROFILE="release-lto-debug_assertions"
+  fi
 else
-  CARGO_PROFILE="release-lto"
+  if [[ "$ARTIFACT" == "cli" ]]; then
+    CARGO_PROFILE="release-cli"
+  else
+    CARGO_PROFILE="release-lto"
+  fi
 fi
 
 TARGET_PROFILE_DIR="$CARGO_PROFILE"