tinyagents 0.2.0

A recursive language-model (RLM) harness for Rust.
Documentation
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//! Tests for the middleware stack and built-in middleware.

use std::sync::{Arc, Mutex};

use async_trait::async_trait;

use super::*;
use crate::error::{Result, TinyAgentsError};
use crate::harness::context::{RunConfig, RunContext};
use crate::harness::events::{AgentEvent, RecordingListener};
use crate::harness::message::{AssistantMessage, ContentBlock, Message, UserMessage};
use crate::harness::model::{ModelRequest, ModelResponse, PromptSegment, SegmentRole};
use crate::harness::summarization::{SummarizationPolicy, TrimStrategy};
use crate::harness::tool::{ToolCall, ToolResult};
use crate::harness::usage::Usage;

// ── helpers ───────────────────────────────────────────────────────────────────

fn ctx() -> RunContext {
    RunContext::new(RunConfig::new("test-run"), ())
}

fn user(text: &str) -> Message {
    Message::User(UserMessage {
        content: vec![ContentBlock::Text(text.to_string())],
    })
}

fn response_with_usage(usage: Usage) -> ModelResponse {
    ModelResponse {
        message: AssistantMessage {
            id: None,
            content: vec![ContentBlock::Text("ok".to_string())],
            tool_calls: Vec::new(),
            usage: None,
        },
        usage: Some(usage),
        finish_reason: None,
        raw: None,
        resolved_model: None,
    }
}

fn segment(id: &str, role: SegmentRole, cacheable: bool) -> PromptSegment {
    PromptSegment {
        id: id.to_string(),
        role,
        cacheable,
    }
}

/// Records hook firing order into a shared log for ordering assertions.
struct OrderRecorder {
    label: &'static str,
    log: Arc<Mutex<Vec<String>>>,
}

#[async_trait]
impl Middleware<()> for OrderRecorder {
    fn name(&self) -> &str {
        self.label
    }

    async fn before_model(
        &self,
        _ctx: &mut RunContext,
        _state: &(),
        _request: &mut ModelRequest,
    ) -> Result<()> {
        self.log
            .lock()
            .unwrap()
            .push(format!("{}:before", self.label));
        Ok(())
    }

    async fn after_model(
        &self,
        _ctx: &mut RunContext,
        _state: &(),
        _response: &mut ModelResponse,
    ) -> Result<()> {
        self.log
            .lock()
            .unwrap()
            .push(format!("{}:after", self.label));
        Ok(())
    }
}

/// Always fails its `before_model` hook to exercise short-circuiting.
struct FailingMiddleware;

#[async_trait]
impl Middleware<()> for FailingMiddleware {
    fn name(&self) -> &str {
        "failing"
    }

    async fn before_model(
        &self,
        _ctx: &mut RunContext,
        _state: &(),
        _request: &mut ModelRequest,
    ) -> Result<()> {
        Err(TinyAgentsError::Middleware("boom".to_string()))
    }
}

// ── tests ─────────────────────────────────────────────────────────────────────

#[tokio::test]
async fn before_runs_forward_after_runs_reverse() {
    let log = Arc::new(Mutex::new(Vec::new()));
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(Arc::new(OrderRecorder {
        label: "a",
        log: log.clone(),
    }));
    stack.push(Arc::new(OrderRecorder {
        label: "b",
        log: log.clone(),
    }));

    let mut c = ctx();
    let mut request = ModelRequest::default();
    let mut response = response_with_usage(Usage::new(1, 1));

    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();
    stack
        .run_after_model(&mut c, &(), &mut response)
        .await
        .unwrap();

    let order = log.lock().unwrap().clone();
    assert_eq!(
        order,
        vec!["a:before", "b:before", "b:after", "a:after"],
        "before runs in registration order, after runs reversed"
    );
}

#[tokio::test]
async fn error_short_circuits_and_invokes_on_error() {
    let logging = Arc::new(LoggingMiddleware::new());
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(logging.clone());
    stack.push(Arc::new(FailingMiddleware));
    // This third middleware must never run because the second one fails first.
    let never = Arc::new(LoggingMiddleware::with_label("never"));
    stack.push(never.clone());

    let mut c = ctx();
    let mut request = ModelRequest::default();
    let result = stack.run_before_model(&mut c, &(), &mut request).await;

    assert!(matches!(result, Err(TinyAgentsError::Middleware(_))));
    // on_error fanned out to the whole stack, so the first logging mw saw it.
    assert_eq!(logging.counts().on_error, 1);
    // The first logging mw's before_model ran; the one after the failure did not.
    assert_eq!(logging.counts().before_model, 1);
    assert_eq!(never.counts().before_model, 0);
}

#[tokio::test]
async fn emits_started_and_completed_events() {
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(Arc::new(LoggingMiddleware::new()));

    let recorder = Arc::new(RecordingListener::new());
    let mut c = ctx();
    c.events.subscribe(recorder.clone());

    let mut request = ModelRequest::default();
    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();

    let kinds: Vec<AgentEvent> = recorder.events().into_iter().map(|r| r.event).collect();
    assert_eq!(
        kinds,
        vec![
            AgentEvent::MiddlewareStarted {
                name: "logging".to_string()
            },
            AgentEvent::MiddlewareCompleted {
                name: "logging".to_string()
            },
        ]
    );
}

#[tokio::test]
async fn message_trim_middleware_shrinks_request() {
    let mw = MessageTrimMiddleware::new(TrimStrategy::KeepLast(1));
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(Arc::new(mw));

    let mut request = ModelRequest {
        messages: vec![user("one"), user("two"), user("three")],
        ..Default::default()
    };
    let mut c = ctx();
    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();

    assert_eq!(request.messages.len(), 1);
    assert_eq!(request.messages[0], user("three"));
}

#[tokio::test]
async fn context_compression_is_noop_below_window_threshold() {
    // 1000-token window, 0.9 threshold → 900-token budget. A tiny transcript
    // stays far below it, so the middleware must leave messages untouched and
    // emit no Compressed event.
    let policy = SummarizationPolicy::default()
        .with_context_window(1000)
        .with_threshold_fraction(0.9);
    let mw = Arc::new(ContextCompressionMiddleware::new(policy));
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(mw.clone());

    let recorder = Arc::new(RecordingListener::new());
    let mut c = ctx();
    c.events.subscribe(recorder.clone());

    let before = vec![user("one"), user("two"), user("three")];
    let mut request = ModelRequest {
        messages: before.clone(),
        ..Default::default()
    };
    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();

    // Messages unchanged.
    assert_eq!(request.messages, before);
    // No record produced.
    assert!(mw.records().is_empty());
    // No Compressed event emitted (only the stack's started/completed events).
    let events: Vec<AgentEvent> = recorder.events().into_iter().map(|r| r.event).collect();
    assert!(
        !events
            .iter()
            .any(|e| matches!(e, AgentEvent::Compressed { .. })),
    );
}

#[tokio::test]
async fn context_compression_compresses_at_or_above_threshold() {
    // 100-token window, 0.5 threshold → 50-token budget. keep_last=1 keeps the
    // newest message verbatim; everything older is summarized.
    let policy = SummarizationPolicy {
        keep_last: 1,
        ..SummarizationPolicy::default()
    }
    .with_context_window(100)
    .with_threshold_fraction(0.5);
    let mw = Arc::new(ContextCompressionMiddleware::new(policy));
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(mw.clone());

    let recorder = Arc::new(RecordingListener::new());
    let mut c = ctx();
    c.events.subscribe(recorder.clone());

    // Three ~50-token (200-char) messages → ~150 tokens, well above the 50 budget.
    let big = "a".repeat(200);
    let mut request = ModelRequest {
        messages: vec![
            user(&format!("{big}-1")),
            user(&format!("{big}-2")),
            user(&format!("{big}-3")),
        ],
        ..Default::default()
    };
    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();

    // Compressed to: one summary message + the single kept recent message.
    assert_eq!(request.messages.len(), 2);
    assert!(matches!(request.messages[0], Message::System(_)));
    assert_eq!(request.messages[1].text(), format!("{big}-3"));

    // Provenance recorded: the two oldest messages were the source.
    let records = mw.records();
    assert_eq!(records.len(), 1);
    assert_eq!(records[0].provenance.source_ids, vec!["msg-0", "msg-1"]);
    assert!(records[0].provenance.original_token_estimate > 0);

    // A single Compressed event was emitted. (ConcatSummarizer keeps text
    // verbatim, so the guarantee is fewer messages, not fewer tokens; the event
    // still reports the before/after token estimates.)
    let compressed: Vec<(u64, u64)> = recorder
        .events()
        .into_iter()
        .filter_map(|r| match r.event {
            AgentEvent::Compressed {
                from_tokens,
                to_tokens,
            } => Some((from_tokens, to_tokens)),
            _ => None,
        })
        .collect();
    assert_eq!(compressed.len(), 1);
    assert!(compressed[0].0 > 0);
    assert!(compressed[0].1 > 0);
}

#[tokio::test]
async fn context_compression_none_window_falls_back_to_trigger_tokens() {
    // No context window → raw trigger_tokens gate (strict `>`). Trigger at 2
    // tokens, keep_last=1.
    let policy = SummarizationPolicy {
        trigger_tokens: 2,
        keep_last: 1,
        ..SummarizationPolicy::default()
    };
    assert_eq!(policy.context_window, None);
    let mw = Arc::new(ContextCompressionMiddleware::new(policy));
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(mw.clone());

    let mut c = ctx();
    // Two ~4-token (16-char) messages → ~8 tokens > 2 trigger.
    let mut request = ModelRequest {
        messages: vec![user("aaaaaaaaaaaaaaaa"), user("bbbbbbbbbbbbbbbb")],
        ..Default::default()
    };
    stack
        .run_before_model(&mut c, &(), &mut request)
        .await
        .unwrap();

    // Summary + the one kept recent message.
    assert_eq!(request.messages.len(), 2);
    assert!(matches!(request.messages[0], Message::System(_)));
    assert_eq!(request.messages[1].text(), "bbbbbbbbbbbbbbbb");
    assert_eq!(mw.records().len(), 1);
}

#[tokio::test]
async fn usage_accounting_accumulates_across_calls() {
    let mw = Arc::new(UsageAccountingMiddleware::new());
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(mw.clone());

    let mut c = ctx();
    let mut r1 = response_with_usage(Usage::new(10, 5));
    let mut r2 = response_with_usage(Usage::new(3, 2));
    stack.run_after_model(&mut c, &(), &mut r1).await.unwrap();
    stack.run_after_model(&mut c, &(), &mut r2).await.unwrap();

    let totals = mw.totals();
    assert_eq!(totals.calls, 2);
    assert_eq!(totals.usage.input_tokens, 13);
    assert_eq!(totals.usage.output_tokens, 7);
    assert_eq!(totals.usage.total_tokens, 20);
}

#[tokio::test]
async fn prompt_cache_guard_detects_prefix_change() {
    let mw = Arc::new(PromptCacheGuardMiddleware::new());
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push(mw.clone());

    let mut c = ctx();

    // First call establishes a cacheable prefix [sys].
    let mut req1 = ModelRequest {
        cache_segments: vec![segment("sys", SegmentRole::System, true)],
        ..Default::default()
    };
    stack
        .run_before_model(&mut c, &(), &mut req1)
        .await
        .unwrap();
    assert!(mw.layout_events().is_empty(), "no prior layout to compare");

    // Second call changes the stable prefix -> a layout event is recorded.
    let mut req2 = ModelRequest {
        cache_segments: vec![segment("sys2", SegmentRole::System, true)],
        ..Default::default()
    };
    stack
        .run_before_model(&mut c, &(), &mut req2)
        .await
        .unwrap();

    let events = mw.layout_events();
    assert_eq!(events.len(), 1);
    assert!(events[0].changed_prefix);
    assert_eq!(events[0].segment_ids_before, vec!["sys".to_string()]);
    assert_eq!(events[0].segment_ids_after, vec!["sys2".to_string()]);
}

// ── wrap middleware: model ────────────────────────────────────────────────────

/// Builds a `ModelResponse` whose single text block is `text`.
fn response_text(text: &str) -> ModelResponse {
    ModelResponse {
        message: AssistantMessage {
            id: None,
            content: vec![ContentBlock::Text(text.to_string())],
            tool_calls: Vec::new(),
            usage: None,
        },
        usage: None,
        finish_reason: None,
        raw: None,
        resolved_model: None,
    }
}

/// A model base that records how many times it was invoked and fails its first
/// `fail_times` calls (with a retryable-looking error) before succeeding.
struct CountingModelBase {
    calls: Arc<Mutex<usize>>,
    fail_times: usize,
    text: &'static str,
}

impl ModelBaseCall<(), ()> for CountingModelBase {
    fn call<'a>(
        &'a self,
        _ctx: &'a mut RunContext,
        _state: &'a (),
        _request: ModelRequest,
    ) -> BoxModelFuture<'a> {
        Box::pin(async move {
            let attempt = {
                let mut n = self.calls.lock().unwrap();
                *n += 1;
                *n
            };
            if attempt <= self.fail_times {
                Err(TinyAgentsError::Middleware("transient".to_string()))
            } else {
                Ok(response_text(self.text))
            }
        })
    }
}

/// Wrap middleware that returns a canned response without calling `next`.
struct ShortCircuitModel {
    text: &'static str,
}

#[async_trait]
impl ModelMiddleware<()> for ShortCircuitModel {
    fn name(&self) -> &str {
        "short_circuit_model"
    }

    async fn wrap_model(
        &self,
        _ctx: &mut RunContext,
        _state: &(),
        _request: ModelRequest,
        _next: ModelHandler<'_, (), ()>,
    ) -> Result<MiddlewareModelOutcome> {
        Ok(MiddlewareModelOutcome::Response(response_text(self.text)))
    }
}

/// Wrap middleware that calls `next` then mutates the resulting response.
struct MutateAfterModel;

#[async_trait]
impl ModelMiddleware<()> for MutateAfterModel {
    fn name(&self) -> &str {
        "mutate_after_model"
    }

    async fn wrap_model(
        &self,
        ctx: &mut RunContext,
        state: &(),
        request: ModelRequest,
        next: ModelHandler<'_, (), ()>,
    ) -> Result<MiddlewareModelOutcome> {
        let mut response = next.run(ctx, state, request).await?.into_response();
        response.finish_reason = Some("mutated".to_string());
        Ok(response.into())
    }
}

/// Wrap middleware that retries `next` up to `max` times until it succeeds.
struct RetryModel {
    max: usize,
}

#[async_trait]
impl ModelMiddleware<()> for RetryModel {
    fn name(&self) -> &str {
        "retry_model"
    }

    async fn wrap_model(
        &self,
        ctx: &mut RunContext,
        state: &(),
        request: ModelRequest,
        next: ModelHandler<'_, (), ()>,
    ) -> Result<MiddlewareModelOutcome> {
        let mut attempt = 0;
        loop {
            attempt += 1;
            match next.run(ctx, state, request.clone()).await {
                Ok(outcome) => return Ok(outcome),
                Err(_) if attempt < self.max => continue,
                Err(error) => return Err(error),
            }
        }
    }
}

#[tokio::test]
async fn wrap_model_short_circuits_without_calling_base() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingModelBase {
        calls: calls.clone(),
        fail_times: 0,
        text: "from-base",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_model_middleware(Arc::new(ShortCircuitModel { text: "canned" }));

    let mut c = ctx();
    let response = stack
        .run_wrapped_model(&mut c, &(), ModelRequest::default(), &base)
        .await
        .unwrap()
        .into_response();

    assert_eq!(response.text(), "canned");
    // Base was never invoked because the wrap middleware short-circuited.
    assert_eq!(*calls.lock().unwrap(), 0);
}

#[tokio::test]
async fn wrap_model_calls_next_then_mutates_response() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingModelBase {
        calls: calls.clone(),
        fail_times: 0,
        text: "from-base",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_model_middleware(Arc::new(MutateAfterModel));

    let mut c = ctx();
    let response = stack
        .run_wrapped_model(&mut c, &(), ModelRequest::default(), &base)
        .await
        .unwrap()
        .into_response();

    // Forwarded the base response, then mutated it.
    assert_eq!(response.text(), "from-base");
    assert_eq!(response.finish_reason.as_deref(), Some("mutated"));
    assert_eq!(*calls.lock().unwrap(), 1);
}

#[tokio::test]
async fn wrap_model_retries_next_until_success() {
    let calls = Arc::new(Mutex::new(0));
    // Fails twice, succeeds on the third attempt.
    let base = CountingModelBase {
        calls: calls.clone(),
        fail_times: 2,
        text: "eventually",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_model_middleware(Arc::new(RetryModel { max: 5 }));

    let mut c = ctx();
    let response = stack
        .run_wrapped_model(&mut c, &(), ModelRequest::default(), &base)
        .await
        .unwrap()
        .into_response();

    assert_eq!(response.text(), "eventually");
    // Two failures + one success = three base invocations.
    assert_eq!(*calls.lock().unwrap(), 3);
}

#[tokio::test]
async fn wrap_model_onion_orders_outer_to_inner() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingModelBase {
        calls: calls.clone(),
        fail_times: 0,
        text: "base",
    };
    // Outer = mutate-after (sees the canned response from the inner layer and
    // stamps finish_reason); inner = short-circuit (never reaches base).
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_model_middleware(Arc::new(MutateAfterModel));
    stack.push_model_middleware(Arc::new(ShortCircuitModel { text: "canned" }));

    let mut c = ctx();
    let response = stack
        .run_wrapped_model(&mut c, &(), ModelRequest::default(), &base)
        .await
        .unwrap()
        .into_response();

    assert_eq!(response.text(), "canned");
    assert_eq!(response.finish_reason.as_deref(), Some("mutated"));
    // Inner layer short-circuited, so the base call never ran.
    assert_eq!(*calls.lock().unwrap(), 0);
    assert_eq!(stack.model_middleware_len(), 2);
}

// ── wrap middleware: tool ───────────────────────────────────────────────────--

/// A tool base that records invocations and fails its first `fail_times` calls.
struct CountingToolBase {
    calls: Arc<Mutex<usize>>,
    fail_times: usize,
    content: &'static str,
}

impl ToolBaseCall<(), ()> for CountingToolBase {
    fn call<'a>(
        &'a self,
        _ctx: &'a mut RunContext,
        _state: &'a (),
        call: ToolCall,
    ) -> BoxToolFuture<'a> {
        Box::pin(async move {
            let attempt = {
                let mut n = self.calls.lock().unwrap();
                *n += 1;
                *n
            };
            if attempt <= self.fail_times {
                Err(TinyAgentsError::Middleware("transient".to_string()))
            } else {
                Ok(ToolResult {
                    call_id: call.id,
                    name: call.name,
                    content: self.content.to_string(),
                    raw: None,
                    error: None,
                    elapsed_ms: 0,
                })
            }
        })
    }
}

fn tool_call() -> ToolCall {
    ToolCall {
        id: "call-1".to_string(),
        name: "fake".to_string(),
        arguments: serde_json::Value::Null,
    }
}

/// Wrap middleware that returns a canned result without calling `next`.
struct ShortCircuitTool {
    content: &'static str,
}

#[async_trait]
impl ToolMiddleware<()> for ShortCircuitTool {
    fn name(&self) -> &str {
        "short_circuit_tool"
    }

    async fn wrap_tool(
        &self,
        _ctx: &mut RunContext,
        _state: &(),
        call: ToolCall,
        _next: ToolHandler<'_, (), ()>,
    ) -> Result<MiddlewareToolOutcome> {
        Ok(MiddlewareToolOutcome::Result(ToolResult {
            call_id: call.id,
            name: call.name,
            content: self.content.to_string(),
            raw: None,
            error: None,
            elapsed_ms: 0,
        }))
    }
}

/// Wrap middleware that calls `next` then mutates the resulting result.
struct MutateAfterTool;

#[async_trait]
impl ToolMiddleware<()> for MutateAfterTool {
    fn name(&self) -> &str {
        "mutate_after_tool"
    }

    async fn wrap_tool(
        &self,
        ctx: &mut RunContext,
        state: &(),
        call: ToolCall,
        next: ToolHandler<'_, (), ()>,
    ) -> Result<MiddlewareToolOutcome> {
        let mut result = next.run(ctx, state, call).await?.into_result();
        result.content = format!("{}!", result.content);
        Ok(result.into())
    }
}

/// Wrap middleware that retries `next` up to `max` times until it succeeds.
struct RetryTool {
    max: usize,
}

#[async_trait]
impl ToolMiddleware<()> for RetryTool {
    fn name(&self) -> &str {
        "retry_tool"
    }

    async fn wrap_tool(
        &self,
        ctx: &mut RunContext,
        state: &(),
        call: ToolCall,
        next: ToolHandler<'_, (), ()>,
    ) -> Result<MiddlewareToolOutcome> {
        let mut attempt = 0;
        loop {
            attempt += 1;
            match next.run(ctx, state, call.clone()).await {
                Ok(outcome) => return Ok(outcome),
                Err(_) if attempt < self.max => continue,
                Err(error) => return Err(error),
            }
        }
    }
}

#[tokio::test]
async fn wrap_tool_short_circuits_without_calling_base() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingToolBase {
        calls: calls.clone(),
        fail_times: 0,
        content: "from-base",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_tool_middleware(Arc::new(ShortCircuitTool { content: "canned" }));

    let mut c = ctx();
    let result = stack
        .run_wrapped_tool(&mut c, &(), tool_call(), &base)
        .await
        .unwrap()
        .into_result();

    assert_eq!(result.content, "canned");
    assert_eq!(*calls.lock().unwrap(), 0);
}

#[tokio::test]
async fn wrap_tool_calls_next_then_mutates_result() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingToolBase {
        calls: calls.clone(),
        fail_times: 0,
        content: "ok",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_tool_middleware(Arc::new(MutateAfterTool));

    let mut c = ctx();
    let result = stack
        .run_wrapped_tool(&mut c, &(), tool_call(), &base)
        .await
        .unwrap()
        .into_result();

    assert_eq!(result.content, "ok!");
    assert_eq!(*calls.lock().unwrap(), 1);
}

#[tokio::test]
async fn wrap_tool_retries_next_until_success() {
    let calls = Arc::new(Mutex::new(0));
    let base = CountingToolBase {
        calls: calls.clone(),
        fail_times: 2,
        content: "eventually",
    };
    let mut stack: MiddlewareStack<()> = MiddlewareStack::new();
    stack.push_tool_middleware(Arc::new(RetryTool { max: 5 }));

    let mut c = ctx();
    let result = stack
        .run_wrapped_tool(&mut c, &(), tool_call(), &base)
        .await
        .unwrap()
        .into_result();

    assert_eq!(result.content, "eventually");
    assert_eq!(*calls.lock().unwrap(), 3);
    assert_eq!(stack.tool_middleware_len(), 1);
}

#[tokio::test]
async fn agent_run_text_reflects_final_response() {
    let mut run = AgentRun::new();
    assert_eq!(run.text(), None);
    run.final_response = Some(response_with_usage(Usage::new(1, 1)));
    assert_eq!(run.text(), Some("ok".to_string()));
}