Kill Reasoning, Debug, Activity variants — read status from Agent directly

Reasoning tokens: dropped for now, will land in context entries later.
Debug sends: converted to dbglog! macro (writes to debug.log).
Activity: now a field on Agent, set directly, read by UI via try_lock.
score_memories_incremental takes agent Arc for activity writes.

UiMessage down to 2 variants: TextDelta, Info.

Co-Authored-By: Proof of Concept <poc@bcachefs.org>
This commit is contained in:
ProofOfConcept 2026-04-05 21:45:55 -04:00
parent eafc2887a3
commit e7914e3d58
7 changed files with 54 additions and 88 deletions

View file

@ -130,7 +130,7 @@ impl ApiClient {
&reasoning_effort, sampling, priority, &reasoning_effort, sampling, priority,
).await; ).await;
if let Err(e) = result { if let Err(e) = result {
let _ = tx.send(StreamEvent::Error(e.to_string())); let _ = tx.send(StreamEvent::Error(e.to_string();
} }
}); });
@ -218,10 +218,10 @@ pub(crate) async fn send_and_check(
let payload_size = serde_json::to_string(body) let payload_size = serde_json::to_string(body)
.map(|s| s.len()) .map(|s| s.len())
.unwrap_or(0); .unwrap_or(0);
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"request: {}K payload, {}", "request: {}K payload, {}",
payload_size / 1024, debug_label, payload_size / 1024, debug_label,
))); );
} }
let mut req = client let mut req = client
@ -262,24 +262,24 @@ pub(crate) async fn send_and_check(
"x-request-id", "x-request-id",
] { ] {
if let Some(val) = headers.get(name) { if let Some(val) = headers.get(name) {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"header {}: {}", "header {}: {}",
name, name,
val.to_str().unwrap_or("?") val.to_str().unwrap_or("?")
))); );
} }
} }
} }
if !status.is_success() { if !status.is_success() {
let body = response.text().await.unwrap_or_default(); let body = response.text().await.unwrap_or_default();
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"HTTP {} after {:.1}s ({}): {}", "HTTP {} after {:.1}s ({}): {}",
status, status,
elapsed.as_secs_f64(), elapsed.as_secs_f64(),
url, url,
&body[..body.len().min(500)] &body[..body.len().min(500)]
))); );
if let Some(json) = request_json { if let Some(json) = request_json {
let log_dir = dirs::home_dir() let log_dir = dirs::home_dir()
.unwrap_or_default() .unwrap_or_default()
@ -288,20 +288,20 @@ pub(crate) async fn send_and_check(
let ts = chrono::Local::now().format("%Y%m%dT%H%M%S"); let ts = chrono::Local::now().format("%Y%m%dT%H%M%S");
let path = log_dir.join(format!("{}.json", ts)); let path = log_dir.join(format!("{}.json", ts));
if std::fs::write(&path, json).is_ok() { if std::fs::write(&path, json).is_ok() {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"saved failed request to {} (HTTP {})", path.display(), status "saved failed request to {} (HTTP {})", path.display(), status
))); );
} }
} }
anyhow::bail!("HTTP {} ({}): {}", status, url, &body[..body.len().min(1000)]); anyhow::bail!("HTTP {} ({}): {}", status, url, &body[..body.len().min(1000)]);
} }
if debug { if debug {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"connected in {:.1}s (HTTP {})", "connected in {:.1}s (HTTP {})",
elapsed.as_secs_f64(), elapsed.as_secs_f64(),
status.as_u16() status.as_u16()
))); );
} }
Ok(response) Ok(response)
@ -353,9 +353,9 @@ impl SseReader {
let ts = chrono::Local::now().format("%Y%m%dT%H%M%S"); let ts = chrono::Local::now().format("%Y%m%dT%H%M%S");
let path = log_dir.join(format!("{}.json", ts)); let path = log_dir.join(format!("{}.json", ts));
if std::fs::write(&path, json).is_ok() { if std::fs::write(&path, json).is_ok() {
let _ = self.ui_tx.send(UiMessage::Debug(format!( dbglog!(
"saved failed request to {} ({})", path.display(), reason "saved failed request to {} ({})", path.display(), reason
))); );
} }
} }
@ -396,10 +396,10 @@ impl SseReader {
} else { } else {
json_str.to_string() json_str.to_string()
}; };
let _ = self.ui_tx.send(UiMessage::Debug(format!( dbglog!(
"SSE parse error (#{}) {}: {}", "SSE parse error (#{}) {}: {}",
self.sse_parse_errors, e, preview self.sse_parse_errors, e, preview
))); );
} }
continue; continue;
} }
@ -431,7 +431,7 @@ impl SseReader {
self.sse_lines_parsed, self.sse_lines_parsed,
e, buf_preview, e, buf_preview,
); );
let _ = self.ui_tx.send(UiMessage::Debug(msg.clone())); dbglog!("{}", msg);
self.save_failed_request(&msg); self.save_failed_request(&msg);
return Err(e.into()); return Err(e.into());
} }
@ -450,7 +450,7 @@ impl SseReader {
self.stream_start.elapsed().as_secs_f64(), self.stream_start.elapsed().as_secs_f64(),
buf_preview, buf_preview,
); );
let _ = self.ui_tx.send(UiMessage::Debug(msg.clone())); dbglog!("{}", msg);
self.save_failed_request(&msg); self.save_failed_request(&msg);
anyhow::bail!( anyhow::bail!(
"stream timeout: no data for {}s ({} chunks received)", "stream timeout: no data for {}s ({} chunks received)",
@ -535,43 +535,43 @@ pub(crate) fn log_diagnostics(
let debug = std::env::var("POC_DEBUG").is_ok(); let debug = std::env::var("POC_DEBUG").is_ok();
if reasoning_chars > 0 && reasoning_effort == "none" { if reasoning_chars > 0 && reasoning_effort == "none" {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"note: {} chars leaked reasoning (suppressed from display)", "note: {} chars leaked reasoning (suppressed from display)",
reasoning_chars reasoning_chars
))); );
} }
if content_len == 0 && tool_count == 0 { if content_len == 0 && tool_count == 0 {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"WARNING: empty response (finish: {:?}, chunks: {}, reasoning: {}, \ "WARNING: empty response (finish: {:?}, chunks: {}, reasoning: {}, \
parse_errors: {}, empty_deltas: {}, {:.1}s)", parse_errors: {}, empty_deltas: {}, {:.1}s)",
finish_reason, chunks_received, reasoning_chars, finish_reason, chunks_received, reasoning_chars,
sse_parse_errors, empty_deltas, total_elapsed.as_secs_f64() sse_parse_errors, empty_deltas, total_elapsed.as_secs_f64()
))); );
} }
if finish_reason.is_none() && chunks_received > 0 { if finish_reason.is_none() && chunks_received > 0 {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"WARNING: stream ended without finish_reason ({} chunks, {} content chars)", "WARNING: stream ended without finish_reason ({} chunks, {} content chars)",
chunks_received, content_len chunks_received, content_len
))); );
} }
if sse_parse_errors > 0 { if sse_parse_errors > 0 {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"WARNING: {} SSE parse errors out of {} lines", "WARNING: {} SSE parse errors out of {} lines",
sse_parse_errors, sse_lines_parsed sse_parse_errors, sse_lines_parsed
))); );
} }
if debug { if debug {
if let Some(u) = usage { if let Some(u) = usage {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"tokens: {} prompt + {} completion = {} total", "tokens: {} prompt + {} completion = {} total",
u.prompt_tokens, u.completion_tokens, u.total_tokens u.prompt_tokens, u.completion_tokens, u.total_tokens
))); );
} }
let ttft = first_content_at let ttft = first_content_at
.map(|d| format!("{:.1}s", d.as_secs_f64())) .map(|d| format!("{:.1}s", d.as_secs_f64()))
.unwrap_or_else(|| "none".to_string()); .unwrap_or_else(|| "none".to_string());
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"stream: {:.1}s total, TTFT={}, {} chunks, {} SSE lines, \ "stream: {:.1}s total, TTFT={}, {} chunks, {} SSE lines, \
{} content chars, {} reasoning chars, {} tools, \ {} content chars, {} reasoning chars, {} tools, \
finish={:?}", finish={:?}",
@ -583,13 +583,13 @@ pub(crate) fn log_diagnostics(
reasoning_chars, reasoning_chars,
tool_count, tool_count,
finish_reason, finish_reason,
))); );
if !tools.is_empty() { if !tools.is_empty() {
for (i, tc) in tools.iter().enumerate() { for (i, tc) in tools.iter().enumerate() {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
" tool[{}]: {} (id: {}, {} arg chars)", " tool[{}]: {} (id: {}, {} arg chars)",
i, tc.function.name, tc.id, tc.function.arguments.len() i, tc.function.name, tc.id, tc.function.arguments.len()
))); );
} }
} }
} }
@ -699,7 +699,8 @@ pub async fn collect_stream(
} }
} }
StreamEvent::Reasoning(text) => { StreamEvent::Reasoning(text) => {
let _ = ui_tx.send(UiMessage::Reasoning(text)); // TODO: reasoning tokens → context entries
let _ = text;
} }
StreamEvent::ToolCallDelta { index, id, call_type, name, arguments } => { StreamEvent::ToolCallDelta { index, id, call_type, name, arguments } => {
while tool_calls.len() <= index { while tool_calls.len() <= index {

View file

@ -86,9 +86,9 @@ pub(super) async fn stream_events(
while let Some(event) = reader.next_event(&mut response).await? { while let Some(event) = reader.next_event(&mut response).await? {
if let Some(err_msg) = event["error"]["message"].as_str() { if let Some(err_msg) = event["error"]["message"].as_str() {
let raw = event["error"]["metadata"]["raw"].as_str().unwrap_or(""); let raw = event["error"]["metadata"]["raw"].as_str().unwrap_or("");
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"API error in stream: {}", err_msg "API error in stream: {}", err_msg
))); );
anyhow::bail!("API error in stream: {} {}", err_msg, raw); anyhow::bail!("API error in stream: {} {}", err_msg, raw);
} }
@ -96,16 +96,16 @@ pub(super) async fn stream_events(
Ok(c) => c, Ok(c) => c,
Err(e) => { Err(e) => {
let preview = event.to_string(); let preview = event.to_string();
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"unparseable SSE event ({}): {}", "unparseable SSE event ({}): {}",
e, &preview[..preview.len().min(300)] e, &preview[..preview.len().min(300)]
))); );
continue; continue;
} }
}; };
if let Some(ref u) = chunk.usage { if let Some(ref u) = chunk.usage {
let _ = tx.send(StreamEvent::Usage(u.clone())); let _ = tx.send(StreamEvent::Usage(u.clone();
usage = chunk.usage; usage = chunk.usage;
} }
@ -126,7 +126,7 @@ pub(super) async fn stream_events(
reasoning_chars += r.len(); reasoning_chars += r.len();
has_reasoning = true; has_reasoning = true;
if !r.is_empty() { if !r.is_empty() {
let _ = tx.send(StreamEvent::Reasoning(r.clone())); let _ = tx.send(StreamEvent::Reasoning(r.clone();
} }
} }
if let Some(ref r) = choice.delta.reasoning_details { if let Some(ref r) = choice.delta.reasoning_details {
@ -143,7 +143,7 @@ pub(super) async fn stream_events(
first_content_at = Some(reader.stream_start.elapsed()); first_content_at = Some(reader.stream_start.elapsed());
} }
content_len += text_delta.len(); content_len += text_delta.len();
let _ = tx.send(StreamEvent::Content(text_delta.clone())); let _ = tx.send(StreamEvent::Content(text_delta.clone();
} }
if let Some(ref tc_deltas) = choice.delta.tool_calls { if let Some(ref tc_deltas) = choice.delta.tool_calls {

View file

@ -182,7 +182,7 @@ impl Agent {
if !jnl.is_empty() { if !jnl.is_empty() {
msgs.push(Message::user(jnl)); msgs.push(Message::user(jnl));
} }
msgs.extend(self.context.entries.iter().map(|e| e.api_message().clone())); msgs.extend(self.context.entries.iter().map(|e| e.api_message().clone();
msgs msgs
} }
@ -263,7 +263,7 @@ impl Agent {
me.push_message(Message::user(format!( me.push_message(Message::user(format!(
"<system-reminder>\n--- subconscious reflection ---\n{}\n</system-reminder>", "<system-reminder>\n--- subconscious reflection ---\n{}\n</system-reminder>",
reflection.trim(), reflection.trim(),
))); );
} }
// Collect completed background tool handles — remove from active list // Collect completed background tool handles — remove from active list
@ -350,7 +350,7 @@ impl Agent {
let _ = ui_tx.send(UiMessage::Info(format!( let _ = ui_tx.send(UiMessage::Info(format!(
"[context overflow — compacting and retrying ({}/2)]", "[context overflow — compacting and retrying ({}/2)]",
overflow_retries, overflow_retries,
))); );
me.compact(); me.compact();
continue; continue;
} }
@ -359,7 +359,7 @@ impl Agent {
let _ = ui_tx.send(UiMessage::Info(format!( let _ = ui_tx.send(UiMessage::Info(format!(
"[stream error: {} — retrying ({}/2)]", "[stream error: {} — retrying ({}/2)]",
e, empty_retries, e, empty_retries,
))); );
drop(me); drop(me);
tokio::time::sleep(std::time::Duration::from_secs(2)).await; tokio::time::sleep(std::time::Duration::from_secs(2)).await;
continue; continue;
@ -395,10 +395,10 @@ impl Agent {
if !has_content && !has_tools { if !has_content && !has_tools {
if empty_retries < 2 { if empty_retries < 2 {
empty_retries += 1; empty_retries += 1;
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"empty response, injecting nudge and retrying ({}/2)", "empty response, injecting nudge and retrying ({}/2)",
empty_retries, empty_retries,
))); );
me.push_message(Message::user( me.push_message(Message::user(
"[system] Your previous response was empty. \ "[system] Your previous response was empty. \
Please respond with text or use a tool." Please respond with text or use a tool."

View file

@ -118,19 +118,6 @@ pub async fn call_api_with_tools(
u.prompt_tokens, u.completion_tokens)); u.prompt_tokens, u.completion_tokens));
} }
// Drain reasoning tokens from the UI channel into the log
{
let mut reasoning_buf = String::new();
while let Ok(ui_msg) = ui_rx.try_recv() {
if let crate::user::ui_channel::UiMessage::Reasoning(r) = ui_msg {
reasoning_buf.push_str(&r);
}
}
if !reasoning_buf.is_empty() {
log(&format!("<think>\n{}\n</think>", reasoning_buf.trim()));
}
}
let has_content = msg.content.is_some(); let has_content = msg.content.is_some();
let has_tools = msg.tool_calls.as_ref().is_some_and(|tc| !tc.is_empty()); let has_tools = msg.tool_calls.as_ref().is_some_and(|tc| !tc.is_empty());

View file

@ -204,36 +204,31 @@ pub async fn score_memories(
}); });
} }
let _ = ui_tx.send(UiMessage::Info(format!(
"[scoring {} memories × {} responses]", memory_keys.len(), response_indices.len(),
)));
let http = http_client(); let http = http_client();
let range = 0..context.entries.len(); let range = 0..context.entries.len();
let _ = ui_tx.send(UiMessage::Activity("scoring baseline...".into()));
let baseline = call_score(&http, client, &build_messages(context, range.clone(), Filter::None)).await?; let baseline = call_score(&http, client, &build_messages(context, range.clone(), Filter::None)).await?;
let total = memory_keys.len(); let total = memory_keys.len();
let mut matrix: Vec<Vec<f64>> = Vec::new(); let mut matrix: Vec<Vec<f64>> = Vec::new();
for (mem_idx, key) in memory_keys.iter().enumerate() { for (mem_idx, key) in memory_keys.iter().enumerate() {
let _ = ui_tx.send(UiMessage::Activity(format!( dbglog!(
"scoring {}/{}: {}...", mem_idx + 1, total, key, "scoring {}/{}: {}...", mem_idx + 1, total, key,
))); );
let msgs = build_messages(context, range.clone(), Filter::SkipKey(key)); let msgs = build_messages(context, range.clone(), Filter::SkipKey(key));
match call_score(&http, client, &msgs).await { match call_score(&http, client, &msgs).await {
Ok(without) => matrix.push(divergence(&baseline, &without)), Ok(without) => matrix.push(divergence(&baseline, &without)),
Err(e) => { Err(e) => {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"[training] {} FAILED: {:#}", key, e, "[training] {} FAILED: {:#}", key, e,
))); );
matrix.push(vec![0.0; baseline.len()]); matrix.push(vec![0.0; baseline.len()]);
} }
} }
} }
let _ = ui_tx.send(UiMessage::Activity(String::new()));
let memory_weights: Vec<(String, f64)> = memory_keys.iter() let memory_weights: Vec<(String, f64)> = memory_keys.iter()
.zip(matrix.iter()) .zip(matrix.iter())
@ -295,9 +290,7 @@ pub async fn score_memory(
} }
let http = http_client(); let http = http_client();
let _ = ui_tx.send(UiMessage::Activity(format!("scoring memory: {}...", key)));
let (divs, _) = score_divergence(&http, client, context, range, Filter::SkipKey(key)).await?; let (divs, _) = score_divergence(&http, client, context, range, Filter::SkipKey(key)).await?;
let _ = ui_tx.send(UiMessage::Activity(String::new()));
Ok(divs.iter().sum()) Ok(divs.iter().sum())
} }
@ -365,16 +358,16 @@ pub async fn score_memories_incremental(
Ok((divs, _)) => { Ok((divs, _)) => {
let n_responses = divs.len(); let n_responses = divs.len();
let max_div = divs.iter().cloned().fold(0.0f64, f64::max); let max_div = divs.iter().cloned().fold(0.0f64, f64::max);
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"[scoring] {} max:{:.3} ({} responses)", key, max_div, n_responses, "[scoring] {} max:{:.3} ({} responses)", key, max_div, n_responses,
))); );
// TODO: update graph weight once normalization is figured out // TODO: update graph weight once normalization is figured out
results.push((key.clone(), max_div)); results.push((key.clone(), max_div));
} }
Err(e) => { Err(e) => {
let _ = ui_tx.send(UiMessage::Debug(format!( dbglog!(
"[scoring] {} FAILED: {:#}", key, e, "[scoring] {} FAILED: {:#}", key, e,
))); );
} }
} }
} }
@ -408,9 +401,7 @@ pub async fn score_finetune(
} }
let http = http_client(); let http = http_client();
let _ = ui_tx.send(UiMessage::Activity("scoring for fine-tuning...".into()));
let (divs, _) = score_divergence(&http, client, context, range, Filter::SkipAllMemories).await?; let (divs, _) = score_divergence(&http, client, context, range, Filter::SkipAllMemories).await?;
let _ = ui_tx.send(UiMessage::Activity(String::new()));
let mut results: Vec<(usize, f64)> = response_positions.iter() let mut results: Vec<(usize, f64)> = response_positions.iter()
.enumerate() .enumerate()

View file

@ -602,13 +602,6 @@ impl InteractScreen {
self.autonomous.append_text(text); self.autonomous.append_text(text);
} }
}, },
UiMessage::Reasoning(text) => {
self.autonomous.current_color = Color::DarkGray;
self.autonomous.append_text(text);
}
UiMessage::Debug(text) => {
self.tools.push_line(format!("[debug] {}", text), Color::DarkGray);
}
UiMessage::Info(text) => { UiMessage::Info(text) => {
self.conversation.push_line(text.clone(), Color::Cyan); self.conversation.push_line(text.clone(), Color::Cyan);
} }

View file

@ -74,12 +74,6 @@ pub enum UiMessage {
/// Streaming text delta — routed to conversation or autonomous pane. /// Streaming text delta — routed to conversation or autonomous pane.
TextDelta(String, StreamTarget), TextDelta(String, StreamTarget),
/// Reasoning/thinking tokens from the model (internal monologue).
Reasoning(String),
/// Debug message (only shown when POC_DEBUG is set).
Debug(String),
/// Informational message — goes to conversation pane (command output, etc). /// Informational message — goes to conversation pane (command output, etc).
Info(String), Info(String),