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zeph_core/debug_dump/
mod.rs

1// SPDX-FileCopyrightText: 2026 Andrei G <bug-ops>
2// SPDX-License-Identifier: MIT OR Apache-2.0
3
4//! Debug dump writer for a single agent session.
5//!
6//! When active, every LLM request/response pair and raw tool output is written to
7//! numbered files in a timestamped subdirectory of the configured output directory.
8//! Intended for context debugging only — do not use in production.
9
10pub mod trace;
11
12use std::path::{Path, PathBuf};
13use std::sync::Arc;
14use std::sync::atomic::{AtomicU32, Ordering};
15
16use base64::Engine as _;
17use zeph_llm::provider::{Message, MessagePart, Role, ToolDefinition};
18
19use crate::redact::scrub_content;
20
21pub use zeph_config::DumpFormat;
22
23/// Cloneable debug dump writer; clones share the same atomic counter.
24#[derive(Clone)]
25pub struct DebugDumper {
26    dir: PathBuf,
27    counter: Arc<AtomicU32>,
28    format: DumpFormat,
29}
30
31pub struct RequestDebugDump<'a> {
32    pub model_name: &'a str,
33    pub messages: &'a [Message],
34    pub tools: &'a [ToolDefinition],
35    pub provider_request: serde_json::Value,
36}
37
38impl DebugDumper {
39    /// Create a new dumper, creating a timestamped subdirectory under `base_dir`.
40    ///
41    /// # Errors
42    ///
43    /// Returns an error if the directory cannot be created.
44    pub fn new(base_dir: &Path, format: DumpFormat) -> std::io::Result<Self> {
45        let ts = std::time::SystemTime::now()
46            .duration_since(std::time::UNIX_EPOCH)
47            .map_or(0, |d| d.as_secs());
48        let dir = base_dir.join(ts.to_string());
49        std::fs::create_dir_all(&dir)?;
50        tracing::info!(path = %dir.display(), format = ?format, "debug dump directory created");
51        Ok(Self {
52            dir,
53            counter: Arc::new(AtomicU32::new(0)),
54            format,
55        })
56    }
57
58    /// Return the session dump directory.
59    #[must_use]
60    pub fn dir(&self) -> &Path {
61        &self.dir
62    }
63
64    /// Returns `true` when the dump format is [`DumpFormat::Trace`].
65    ///
66    /// In Trace mode `dump_request` returns early without using `provider_request`, so callers
67    /// can skip the expensive `debug_request_json` serialization.
68    #[must_use]
69    pub fn is_trace_format(&self) -> bool {
70        self.format == DumpFormat::Trace
71    }
72
73    fn next_id(&self) -> u32 {
74        self.counter.fetch_add(1, Ordering::Relaxed)
75    }
76
77    fn write(&self, filename: &str, content: &[u8]) {
78        let path = self.dir.join(filename);
79        if let Err(e) = zeph_common::fs_secure::write_private(&path, content) {
80            tracing::warn!(path = %path.display(), error = %e, "debug dump write failed");
81        }
82    }
83
84    /// Dump the messages about to be sent to the LLM.
85    ///
86    /// Returns an ID that must be passed to `dump_response` to correlate request and response.
87    /// When `format = Trace`, no file is written (spans are collected by `trace::TracingCollector`).
88    #[must_use]
89    pub fn dump_request(&self, request: &RequestDebugDump<'_>) -> u32 {
90        let id = self.next_id();
91        // In Trace format, skip legacy numbered files — span data lives in TracingCollector.
92        if self.format == DumpFormat::Trace {
93            return id;
94        }
95        let json = match self.format {
96            DumpFormat::Json => json_dump(request),
97            DumpFormat::Raw => raw_dump(request),
98            DumpFormat::Trace => unreachable!("handled above"),
99        };
100        self.write(&format!("{id:04}-request.json"), json.as_bytes());
101        id
102    }
103
104    /// Dump the LLM response corresponding to a prior `dump_request` call.
105    /// When `format = Trace`, this is a no-op.
106    pub fn dump_response(&self, id: u32, response: &str) {
107        if self.format == DumpFormat::Trace {
108            return;
109        }
110        self.write(&format!("{id:04}-response.txt"), response.as_bytes());
111    }
112
113    /// Dump raw tool output before any truncation or summarization.
114    /// When `format = Trace`, this is a no-op (tool output is recorded via `TracingCollector`).
115    pub fn dump_tool_output(&self, tool_name: &str, output: &str) {
116        if self.format == DumpFormat::Trace {
117            return;
118        }
119        let id = self.next_id();
120        let safe_name = sanitize_dump_name(tool_name);
121        self.write(&format!("{id:04}-tool-{safe_name}.txt"), output.as_bytes());
122    }
123
124    /// Dump pruning scores computed by task-aware or MIG scoring.
125    /// When `format = Trace`, this is a no-op.
126    #[cfg(test)]
127    pub(crate) fn dump_pruning_scores(&self, scores: &[zeph_agent_context::BlockScore]) {
128        if self.format == DumpFormat::Trace {
129            return;
130        }
131        let id = self.next_id();
132        let payload: Vec<serde_json::Value> = scores
133            .iter()
134            .map(|s| {
135                serde_json::json!({
136                    "msg_index": s.msg_index,
137                    "relevance": s.relevance,
138                    "redundancy": s.redundancy,
139                    "mig": s.mig,
140                })
141            })
142            .collect();
143        match serde_json::to_string_pretty(&serde_json::json!({ "scores": payload })) {
144            Ok(json) => self.write(&format!("{id:04}-pruning-scores.json"), json.as_bytes()),
145            Err(e) => tracing::warn!("dump_pruning_scores: serialize failed: {e}"),
146        }
147    }
148
149    /// Dump an `AnchoredSummary` produced during structured compaction.
150    ///
151    /// Includes completeness metrics and a fallback flag.
152    /// When `format = Trace`, this is a no-op.
153    pub(crate) fn dump_anchored_summary(
154        &self,
155        summary: &zeph_memory::AnchoredSummary,
156        fallback: bool,
157        token_counter: &zeph_memory::TokenCounter,
158    ) {
159        if self.format == DumpFormat::Trace {
160            return;
161        }
162        let id = self.next_id();
163        let section_completeness = serde_json::json!({
164            "session_intent": !summary.session_intent.trim().is_empty(),
165            "files_modified": !summary.files_modified.is_empty(),
166            "decisions_made": !summary.decisions_made.is_empty(),
167            "open_questions": !summary.open_questions.is_empty(),
168            "next_steps": !summary.next_steps.is_empty(),
169        });
170        let total_items = summary.files_modified.len()
171            + summary.decisions_made.len()
172            + summary.open_questions.len()
173            + summary.next_steps.len();
174        let markdown = summary.to_markdown();
175        let token_estimate = token_counter.count_tokens(&markdown);
176        let payload = serde_json::json!({
177            "summary": summary,
178            "section_completeness": section_completeness,
179            "total_items": total_items,
180            "token_estimate": token_estimate,
181            "fallback": fallback,
182        });
183        match serde_json::to_string_pretty(&payload) {
184            Ok(json) => self.write(&format!("{id:04}-anchored-summary.json"), json.as_bytes()),
185            Err(e) => tracing::warn!("dump_anchored_summary: serialize failed: {e}"),
186        }
187    }
188
189    /// Dump the compaction probe result for a hard compaction event (#1609).
190    /// When `format = Trace`, this is a no-op.
191    pub(crate) fn dump_compaction_probe(&self, result: &zeph_memory::CompactionProbeResult) {
192        if self.format == DumpFormat::Trace {
193            return;
194        }
195        let id = self.next_id();
196        let questions: Vec<serde_json::Value> = result
197            .questions
198            .iter()
199            .zip(
200                result
201                    .answers
202                    .iter()
203                    .chain(std::iter::repeat(&String::new())),
204            )
205            .zip(
206                result
207                    .per_question_scores
208                    .iter()
209                    .chain(std::iter::repeat(&0.0_f32)),
210            )
211            .map(|((q, a), &s)| {
212                serde_json::json!({
213                    "question": scrub_content(&q.question),
214                    "expected": scrub_content(&q.expected_answer),
215                    "actual": scrub_content(a),
216                    "score": s,
217                    "category": format!("{:?}", q.category),
218                })
219            })
220            .collect();
221        let category_scores: Vec<serde_json::Value> = result
222            .category_scores
223            .iter()
224            .map(|cs| {
225                serde_json::json!({
226                    "category": format!("{:?}", cs.category),
227                    "score": cs.score,
228                    "probes_run": cs.probes_run,
229                })
230            })
231            .collect();
232        let payload = serde_json::json!({
233            "score": result.score,
234            "category_scores": category_scores,
235            "threshold": result.threshold,
236            "hard_fail_threshold": result.hard_fail_threshold,
237            "verdict": format!("{:?}", result.verdict),
238            "model": result.model,
239            "duration_ms": result.duration_ms,
240            "questions": questions,
241        });
242        match serde_json::to_string_pretty(&payload) {
243            Ok(json) => {
244                self.write(&format!("{id:04}-compaction-probe.json"), json.as_bytes());
245            }
246            Err(e) => tracing::warn!("dump_compaction_probe: serialize failed: {e}"),
247        }
248    }
249
250    /// Dump the accumulated Focus Agent knowledge blocks.
251    /// When `format = Trace`, this is a no-op.
252    pub fn dump_focus_knowledge(&self, knowledge: &str) {
253        if self.format == DumpFormat::Trace {
254            return;
255        }
256        let id = self.next_id();
257        self.write(
258            &format!("{id:04}-focus-knowledge.txt"),
259            knowledge.as_bytes(),
260        );
261    }
262
263    /// Dump `SideQuest` eviction state: cursor list with eviction flags and freed token count.
264    /// When `format = Trace`, this is a no-op.
265    pub(crate) fn dump_sidequest_eviction(
266        &self,
267        cursors: &[crate::agent::sidequest::ToolOutputCursor],
268        evicted_indices: &[usize],
269        freed_tokens: usize,
270    ) {
271        if self.format == DumpFormat::Trace {
272            return;
273        }
274        let id = self.next_id();
275        let cursor_info: Vec<serde_json::Value> = cursors
276            .iter()
277            .enumerate()
278            .map(|(i, c)| {
279                serde_json::json!({
280                    "cursor_id": i,
281                    "msg_index": c.msg_index,
282                    "part_index": c.part_index,
283                    "tool_name": c.tool_name,
284                    "token_count": c.token_count,
285                    "evicted": evicted_indices.contains(&i),
286                })
287            })
288            .collect();
289        let payload = serde_json::json!({
290            "cursors": cursor_info,
291            "evicted_indices": evicted_indices,
292            "freed_tokens": freed_tokens,
293        });
294        match serde_json::to_string_pretty(&payload) {
295            Ok(json) => self.write(&format!("{id:04}-sidequest-eviction.json"), json.as_bytes()),
296            Err(e) => tracing::warn!("dump_sidequest_eviction: serialize failed: {e}"),
297        }
298    }
299
300    /// Dump the subgoal registry state alongside a compaction event (#2022).
301    ///
302    /// Writes a human-readable text file listing each subgoal with its state and message span.
303    /// When `format = Trace`, this is a no-op.
304    #[cfg(test)]
305    pub(crate) fn dump_subgoal_registry(&self, registry: &zeph_agent_context::SubgoalRegistry) {
306        if self.format == DumpFormat::Trace {
307            return;
308        }
309        let id = self.next_id();
310        let mut output = String::from("=== Subgoal Registry ===\n");
311        if registry.subgoals.is_empty() {
312            output.push_str("(no subgoals tracked yet)\n");
313        } else {
314            for sg in &registry.subgoals {
315                let state_str = match sg.state {
316                    zeph_agent_context::SubgoalState::Active => "Active   ",
317                    zeph_agent_context::SubgoalState::Completed => "Completed",
318                };
319                let _ = std::fmt::write(
320                    &mut output,
321                    format_args!(
322                        "[{}] {state_str}: \"{}\" (msgs {}-{})\n",
323                        sg.id.0, sg.description, sg.start_msg_index, sg.end_msg_index,
324                    ),
325                );
326            }
327        }
328        self.write(&format!("{id:04}-subgoal-registry.txt"), output.as_bytes());
329    }
330
331    /// Dump a tool error with error classification for debugging transient/permanent failures.
332    /// When `format = Trace`, this is a no-op.
333    pub fn dump_tool_error(&self, tool_name: &str, error: &zeph_tools::ToolError) {
334        if self.format == DumpFormat::Trace {
335            return;
336        }
337        let id = self.next_id();
338        let safe_name = sanitize_dump_name(tool_name);
339        let payload = serde_json::json!({
340            "tool": tool_name,
341            "error": error.to_string(),
342            "kind": error.kind().to_string(),
343        });
344        match serde_json::to_string_pretty(&payload) {
345            Ok(json) => {
346                self.write(
347                    &format!("{id:04}-tool-error-{safe_name}.json"),
348                    json.as_bytes(),
349                );
350            }
351            Err(e) => {
352                tracing::warn!("dump_tool_error: failed to serialize error payload: {e}");
353            }
354        }
355    }
356}
357
358fn json_dump(request: &RequestDebugDump<'_>) -> String {
359    let payload = serde_json::json!({
360        "model": extract_model(&request.provider_request, request.model_name),
361        "max_tokens": extract_max_tokens(&request.provider_request),
362        "messages": serde_json::to_value(request.messages)
363            .unwrap_or(serde_json::Value::Array(vec![])),
364        "tools": extract_tools(&request.provider_request, request.tools),
365        "temperature": request
366            .provider_request
367            .get("temperature")
368            .cloned()
369            .unwrap_or(serde_json::Value::Null),
370        "cache_control": request
371            .provider_request
372            .get("cache_control")
373            .cloned()
374            .unwrap_or(serde_json::Value::Null),
375    });
376    serde_json::to_string_pretty(&payload).unwrap_or_else(|e| format!("serialization error: {e}"))
377}
378
379fn raw_dump(request: &RequestDebugDump<'_>) -> String {
380    let mut payload = if request.provider_request.is_object() {
381        request.provider_request.clone()
382    } else {
383        serde_json::json!({})
384    };
385    if let Some(obj) = payload.as_object_mut() {
386        obj.entry("model")
387            .or_insert_with(|| extract_model(&request.provider_request, request.model_name));
388        obj.entry("max_tokens")
389            .or_insert_with(|| extract_max_tokens(&request.provider_request));
390        obj.entry("tools")
391            .or_insert_with(|| extract_tools(&request.provider_request, request.tools));
392        obj.entry("temperature").or_insert_with(|| {
393            request
394                .provider_request
395                .get("temperature")
396                .cloned()
397                .unwrap_or(serde_json::Value::Null)
398        });
399        obj.entry("cache_control").or_insert_with(|| {
400            request
401                .provider_request
402                .get("cache_control")
403                .cloned()
404                .unwrap_or(serde_json::Value::Null)
405        });
406        if !obj.contains_key("messages") && !obj.contains_key("system") {
407            let generic = messages_to_api_value(request.messages);
408            if let Some(generic_obj) = generic.as_object() {
409                for (key, value) in generic_obj {
410                    obj.insert(key.clone(), value.clone());
411                }
412            }
413        }
414    }
415    serde_json::to_string_pretty(&payload).unwrap_or_else(|e| format!("serialization error: {e}"))
416}
417
418fn extract_model(payload: &serde_json::Value, fallback: &str) -> serde_json::Value {
419    payload
420        .get("model")
421        .cloned()
422        .unwrap_or_else(|| serde_json::json!(fallback))
423}
424
425fn extract_max_tokens(payload: &serde_json::Value) -> serde_json::Value {
426    payload
427        .get("max_tokens")
428        .cloned()
429        .or_else(|| payload.get("max_completion_tokens").cloned())
430        .unwrap_or(serde_json::Value::Null)
431}
432
433fn extract_tools(payload: &serde_json::Value, fallback: &[ToolDefinition]) -> serde_json::Value {
434    payload.get("tools").cloned().unwrap_or_else(|| {
435        serde_json::to_value(fallback).unwrap_or(serde_json::Value::Array(vec![]))
436    })
437}
438
439fn sanitize_dump_name(name: &str) -> String {
440    name.chars()
441        .map(|c| {
442            if c.is_alphanumeric() || c == '-' {
443                c
444            } else {
445                '_'
446            }
447        })
448        .collect()
449}
450
451/// Render messages as the API payload format (mirrors `split_messages_structured` in the
452/// Claude provider): system extracted, `agent_visible = false` messages filtered out,
453/// parts converted to typed content blocks (`text`, `tool_use`, `tool_result`, etc.).
454fn messages_to_api_value(messages: &[Message]) -> serde_json::Value {
455    let system: String = messages
456        .iter()
457        .filter(|m| m.metadata.visibility.is_agent_visible() && m.role == Role::System)
458        .map(zeph_llm::provider::Message::to_llm_content)
459        .collect::<Vec<_>>()
460        .join("\n\n");
461
462    let chat: Vec<serde_json::Value> = messages
463        .iter()
464        .filter(|m| m.metadata.visibility.is_agent_visible() && m.role != Role::System)
465        .filter_map(|m| {
466            let role = match m.role {
467                Role::User => "user",
468                Role::Assistant => "assistant",
469                Role::System => return None,
470            };
471            let is_assistant = m.role == Role::Assistant;
472            let has_structured = m.parts.iter().any(|p| {
473                matches!(
474                    p,
475                    MessagePart::ToolUse { .. }
476                        | MessagePart::ToolResult { .. }
477                        | MessagePart::Image(_)
478                        | MessagePart::ThinkingBlock { .. }
479                        | MessagePart::RedactedThinkingBlock { .. }
480                )
481            });
482            let content: serde_json::Value = if !has_structured || m.parts.is_empty() {
483                let text = m.to_llm_content();
484                if text.trim().is_empty() {
485                    return None;
486                }
487                serde_json::json!(text)
488            } else {
489                let blocks: Vec<serde_json::Value> = m
490                    .parts
491                    .iter()
492                    .filter_map(|p| part_to_block(p, is_assistant))
493                    .collect();
494                if blocks.is_empty() {
495                    return None;
496                }
497                serde_json::Value::Array(blocks)
498            };
499            Some(serde_json::json!({ "role": role, "content": content }))
500        })
501        .collect();
502
503    serde_json::json!({ "system": system, "messages": chat })
504}
505
506fn part_to_block(part: &MessagePart, is_assistant: bool) -> Option<serde_json::Value> {
507    match part {
508        MessagePart::Text { text }
509        | MessagePart::Recall { text }
510        | MessagePart::CodeContext { text }
511        | MessagePart::Summary { text }
512        | MessagePart::CrossSession { text } => {
513            if text.trim().is_empty() {
514                None
515            } else {
516                Some(serde_json::json!({ "type": "text", "text": text }))
517            }
518        }
519        MessagePart::ToolOutput {
520            tool_name,
521            body,
522            compacted_at,
523        } => {
524            let text = if compacted_at.is_some() {
525                if body.is_empty() {
526                    format!("[tool output: {tool_name}] (pruned)")
527                } else {
528                    format!("[tool output: {tool_name}] {body}")
529                }
530            } else {
531                format!("[tool output: {tool_name}]\n{body}")
532            };
533            Some(serde_json::json!({ "type": "text", "text": text }))
534        }
535        MessagePart::ToolUse { id, name, input } if is_assistant => {
536            Some(serde_json::json!({ "type": "tool_use", "id": id, "name": name, "input": input }))
537        }
538        MessagePart::ToolUse { name, input, .. } => Some(
539            serde_json::json!({ "type": "text", "text": format!("[tool_use: {name}] {input}") }),
540        ),
541        MessagePart::ToolResult {
542            tool_use_id,
543            content,
544            is_error,
545        } if !is_assistant => Some(
546            serde_json::json!({ "type": "tool_result", "tool_use_id": tool_use_id, "content": content, "is_error": is_error }),
547        ),
548        MessagePart::ToolResult { content, .. } => {
549            if content.trim().is_empty() {
550                None
551            } else {
552                Some(serde_json::json!({ "type": "text", "text": content }))
553            }
554        }
555        MessagePart::ThinkingBlock {
556            thinking,
557            signature,
558        } if is_assistant => Some(
559            serde_json::json!({ "type": "thinking", "thinking": thinking, "signature": signature }),
560        ),
561        MessagePart::RedactedThinkingBlock { data } if is_assistant => {
562            Some(serde_json::json!({ "type": "redacted_thinking", "data": data }))
563        }
564        MessagePart::ThinkingBlock { .. }
565        | MessagePart::RedactedThinkingBlock { .. }
566        | MessagePart::Compaction { .. }
567            if !is_assistant =>
568        {
569            None
570        }
571        MessagePart::ThinkingBlock { .. } | MessagePart::RedactedThinkingBlock { .. } => None,
572        MessagePart::Compaction { summary } => {
573            Some(serde_json::json!({ "type": "compaction", "summary": summary }))
574        }
575        MessagePart::Image(img) => Some(serde_json::json!({
576            "type": "image",
577            "source": {
578                "type": "base64",
579                "media_type": img.mime_type,
580                "data": base64::engine::general_purpose::STANDARD.encode(&img.data),
581            },
582        })),
583    }
584}
585
586#[cfg(test)]
587mod tests {
588    use super::*;
589    use tempfile::tempdir;
590
591    #[test]
592    fn dump_format_from_str_valid() {
593        assert_eq!("json".parse::<DumpFormat>().unwrap(), DumpFormat::Json);
594        assert_eq!("raw".parse::<DumpFormat>().unwrap(), DumpFormat::Raw);
595        assert_eq!("trace".parse::<DumpFormat>().unwrap(), DumpFormat::Trace);
596    }
597
598    #[test]
599    fn dump_format_from_str_invalid_returns_error() {
600        let err = "binary".parse::<DumpFormat>().unwrap_err();
601        assert!(
602            err.contains("unknown dump format"),
603            "error must mention unknown dump format: {err}"
604        );
605    }
606
607    fn sample_messages() -> Vec<Message> {
608        vec![
609            Message::from_legacy(Role::System, "system prompt"),
610            Message::from_legacy(Role::User, "hello"),
611        ]
612    }
613
614    fn sample_tools() -> Vec<ToolDefinition> {
615        vec![ToolDefinition {
616            name: "read_file".into(),
617            description: "Read a file".into(),
618            parameters: serde_json::json!({
619                "type": "object",
620                "properties": { "path": { "type": "string" } },
621            }),
622            output_schema: None,
623        }]
624    }
625
626    fn read_request_dump(dir: &Path) -> serde_json::Value {
627        let session = std::fs::read_dir(dir)
628            .unwrap()
629            .next()
630            .unwrap()
631            .unwrap()
632            .path();
633        serde_json::from_str(&std::fs::read_to_string(session.join("0000-request.json")).unwrap())
634            .unwrap()
635    }
636
637    #[test]
638    fn json_dump_request_includes_request_metadata() {
639        let dir = tempdir().unwrap();
640        let dumper = DebugDumper::new(dir.path(), DumpFormat::Json).unwrap();
641        let messages = sample_messages();
642        let tools = sample_tools();
643
644        let _ = dumper.dump_request(&RequestDebugDump {
645            model_name: "claude-sonnet-test",
646            messages: &messages,
647            tools: &tools,
648            provider_request: serde_json::json!({
649                "model": "claude-sonnet-test",
650                "max_tokens": 4096,
651                "tools": [{ "name": "read_file" }],
652                "temperature": 0.7,
653                "cache_control": { "type": "ephemeral" }
654            }),
655        });
656
657        let payload = read_request_dump(dir.path());
658        assert_eq!(payload["model"], "claude-sonnet-test");
659        assert_eq!(payload["max_tokens"], 4096);
660        assert_eq!(payload["tools"][0]["name"], "read_file");
661        assert_eq!(payload["temperature"], 0.7);
662        assert_eq!(payload["cache_control"]["type"], "ephemeral");
663        assert_eq!(payload["messages"][1]["content"], "hello");
664    }
665
666    #[test]
667    fn raw_dump_request_includes_request_metadata() {
668        let dir = tempdir().unwrap();
669        let dumper = DebugDumper::new(dir.path(), DumpFormat::Raw).unwrap();
670        let messages = sample_messages();
671        let tools = sample_tools();
672
673        let _ = dumper.dump_request(&RequestDebugDump {
674            model_name: "gpt-5-mini",
675            messages: &messages,
676            tools: &tools,
677            provider_request: serde_json::json!({
678                "model": "gpt-5-mini",
679                "max_completion_tokens": 2048,
680                "messages": [{ "role": "user", "content": "hello" }],
681                "tools": [{ "type": "function", "function": { "name": "read_file" } }],
682                "temperature": 0.3,
683                "cache_control": null
684            }),
685        });
686
687        let payload = read_request_dump(dir.path());
688        assert_eq!(payload["model"], "gpt-5-mini");
689        assert_eq!(payload["max_tokens"], 2048);
690        assert_eq!(payload["tools"][0]["function"]["name"], "read_file");
691        assert_eq!(payload["temperature"], 0.3);
692        assert_eq!(payload["messages"][0]["content"], "hello");
693    }
694}