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{"parentUuid":"6f33c223-7661-4248-9d12-448546d1dfab","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"603fce1b-ba69-4a75-a7cd-3de089778fc4","version":"2.1.70","gitBranch":"master","slug":"refactored-soaring-diffie","type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AzkS16Y7tQn5xMzEB25TtD","type":"tool_result","content":"commit 2afbccb86e7a4fe650ea94d283f79844477e497c\nAuthor: Josephine Pfeiffer <hi@josie.lol>\nDate:   Thu Mar 5 23:01:55 2026 +0100\n\n    feat: paste->txt rename, profile page, platform-operator, favicons, chat service\n    \n    Rename paste crate to txt (txt.irc.now), fix Containerfile paths.\n    Add profile/settings page to web-api with Keycloak email sync.\n    Add platform-operator crate (WebService, ChatService, MinioInstance CRDs).\n    Add favicon and OG image assets across all services.\n    Add chat service (gamja + nginx) with deploy manifests.\n    Add ArgoCD app-of-apps and instance manifests.\n    Ergo operator: OAuth2 and IP cloaking support.\n    Soju operator: hostname cloaking support.\n    Remove old Keycloak deployment manifests (migrated to operator).\n    \n    Signed-off-by: Josephine Pfeiffer <hi@josie.lol>\n\ndiff --git a/crates/soju-operator/src/types.rs b/crates/soju-operator/src/types.rs\nindex 75d9071..f1f88d4 100644\n--- a/crates/soju-operator/src/types.rs\n+++ b/crates/soju-operator/src/types.rs\n@@ -4,7 +4,7 @@ use serde::{Deserialize, Serialize};\n \n #[derive(CustomResource, Serialize, Deserialize, Default, Debug, Clone, JsonSchema)]\n #[kube(\n-    group = \"irc.josie.cloud\",\n+    group = \"irc.now\",\n     version = \"v1alpha1\",\n     kind = \"SojuBouncer\",\n     namespaced,\n@@ -107,7 +107,7 @@ mod tests {\n     fn crd_generates_valid_schema() {\n         let crd = SojuBouncer::crd();\n         let name = crd.metadata.name.unwrap();\n-        assert_eq!(name, \"sojubouncers.irc.josie.cloud\");\n+        assert_eq!(name, \"sojubouncers.irc.now\");\n     }\n \n     #[test]","is_error":false}]},"uuid":"ed2a9b9e-decd-45c2-8d72-2576d1f0e3a3","timestamp":"2026-03-06T20:05:37.471Z"},"type":"agent_progress","prompt":"","agentId":"ac49d6c02c33fa0b6"},"toolUseID":"agent_msg_0112nsEWDP8geVkYdh63aFbp","parentToolUseID":"toolu_01Y6FKH1Rw738QUFwddDgEfU","uuid":"aa2b1eab-14ee-4e9c-aedf-e655854cbf7f","timestamp":"2026-03-06T20:05:37.523Z"}
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{"parentUuid":"83e8b5c2-9ac9-4b74-ae1a-9547b37ad087","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"603fce1b-ba69-4a75-a7cd-3de089778fc4","version":"2.1.70","gitBranch":"master","slug":"refactored-soaring-diffie","type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PPaEFFRWj6Z67Mtgaotjdh","type":"tool_result","content":"     1→mod auth_guard;\n     2→mod ergo_admin;\n     3→mod events;\n     4→mod flash;\n     5→mod irccloud;\n     6→mod k8s;\n     7→mod page;\n     8→mod routes;\n     9→mod state;\n    10→mod stripe_util;\n    11→\n    12→use std::sync::Arc;\n    13→\n    14→use axum::{Router, routing::{get, post}};\n    15→use tower_http::services::ServeDir;\n    16→use openid::DiscoveredClient;\n    17→use state::AppState;\n    18→use tower_sessions::{ExpiredDeletion, SessionManagerLayer, Expiry, cookie::SameSite};\n    19→use tower_sessions_sqlx_store::PostgresStore;\n    20→use irc_now_common::auth::OidcConfig;\n    21→use irc_now_common::db::DbConfig;\n    22→\n    23→async fn health() -> &'static str {\n    24→    \"ok\"\n    25→}\n    26→\n    27→#[tokio::main]\n    28→async fn main() {\n    29→    tracing_subscriber::fmt()\n    30→        .with_env_filter(tracing_subscriber::EnvFilter::from_default_env())\n    31→        .init();\n    32→\n    33→    let db = DbConfig::from_env(\"ACCOUNTS\").connect().await.unwrap();\n    34→    let oidc = OidcConfig::from_env();\n    35→\n    36→    let issuer_url = url::Url::parse(&oidc.issuer_url).expect(\"invalid OIDC issuer URL\");\n    37→\n    38→    tracing::info!(\"discovering OIDC provider at {issuer_url}\");\n    39→    let oidc_client = DiscoveredClient::discover(\n    40→        oidc.client_id.clone(),\n    41→        oidc.client_secret.clone(),\n    42→        Some(oidc.redirect_url.clone()),\n    43→        issuer_url,\n    44→    )\n    45→    .await\n    46→    .expect(\"OIDC discovery failed\");\n    47→\n    48→    tracing::info!(\"OIDC provider discovered\");\n    49→\n    50→    let stripe_webhook_secret =\n    51→        std::env::var(\"STRIPE_WEBHOOK_SECRET\").unwrap_or_default();\n    52→    let stripe_secret_key =\n    53→        std::env::var(\"STRIPE_SECRET_KEY\").unwrap_or_default();\n    54→    let stripe_price_id =\n    55→        std::env::var(\"STRIPE_PRICE_ID\").unwrap_or_default();\n    56→    let stripe_client = stripe::Client::new(&stripe_secret_key);\n    57→\n    58→    let kube_client = kube::Client::try_default()\n    59→        .await\n    60→        .expect(\"kube client init failed\");\n    61→    let namespace =\n    62→        std::env::var(\"NAMESPACE\").unwrap_or_else(|_| \"irc-josie-cloud\".to_string());\n    63→\n    64→    let http_client = reqwest::Client::new();\n    65→\n    66→    let announcement = std::env::var(\"ANNOUNCEMENT\").ok().filter(|s| !s.is_empty());\n    67→\n    68→    let state = AppState {\n    69→        db,\n    70→        oidc,\n    71→        oidc_client: Arc::new(oidc_client),\n    72→        stripe_webhook_secret,\n    73→        stripe_client,\n    74→        stripe_price_id,\n    75→        kube: kube_client,\n    76→        namespace,\n    77→        http_client,\n    78→        announcement,\n    79→    };\n    80→\n    81→    let session_store = PostgresStore::new(state.db.clone());\n    82→    session_store.migrate().await.expect(\"session store migration failed\");\n    83→\n    84→    let _deletion_task = tokio::task::spawn(\n    85→        session_store\n    86→            .clone()\n    87→            .continuously_delete_expired(tokio::time::Duration::from_secs(3600)),\n    88→    );\n    89→\n    90→    let session_layer = SessionManagerLayer::new(session_store)\n    91→        .with_same_site(SameSite::Lax)\n    92→        .with_expiry(Expiry::OnInactivity(time::Duration::days(7)));\n    93→\n    94→    let app = Router::new()\n    95→        .route(\"/health\", get(health))\n    96→        .route(\"/auth/login\", get(routes::auth::login))\n    97→        .route(\"/auth/callback\", get(routes::auth::callback))\n    98→        .route(\"/auth/logout\", get(routes::auth::logout))\n    99→        .route(\"/auth/error\", get(routes::auth::error_page))\n   100→        .route(\"/dashboard\", get(routes::dashboard::index))"}]},"uuid":"70b75e3f-adbb-4fc9-b177-8a8967b64f1d","timestamp":"2026-03-06T20:05:38.996Z"},"type":"agent_progress","prompt":"","agentId":"a1080b09aac144200"},"toolUseID":"agent_msg_0112nsEWDP8geVkYdh63aFbp","parentToolUseID":"toolu_01NFk72q7mN2MZXf2393TMKW","uuid":"5ecd6ad5-35f7-413a-910f-3fe3d8921ead","timestamp":"2026-03-06T20:05:39.138Z"}
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{"parentUuid":"53928fac-f02f-4a96-a1b4-3665f4dfebb0","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"603fce1b-ba69-4a75-a7cd-3de089778fc4","version":"2.1.70","gitBranch":"master","slug":"refactored-soaring-diffie","type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013wFKNH52PVVUKHrKaUXTnK","type":"tool_result","content":"     1→use kube::CustomResource;\n     2→use schemars::JsonSchema;\n     3→use serde::{Deserialize, Serialize};\n     4→\n     5→pub fn sanitize_bouncer_name(input: &str) -> String {\n     6→    input\n     7→        .to_lowercase()\n     8→        .chars()\n     9→        .map(|c| if c.is_alphanumeric() || c == '-' { c } else { '-' })\n    10→        .collect::<String>()\n    11→        .trim_matches('-')\n    12→        .to_string()\n    13→}\n    14→\n    15→// Minimal SojuBouncer spec -- just enough for the portal to create CRs.\n    16→// The full CRD is defined in the soju-operator crate.\n    17→#[derive(CustomResource, Debug, Clone, Serialize, Deserialize, JsonSchema)]\n    18→#[kube(\n    19→    group = \"irc.now\",\n    20→    version = \"v1alpha1\",\n    21→    kind = \"SojuBouncer\",\n    22→    namespaced,\n    23→    status = \"SojuBouncerStatus\"\n    24→)]\n    25→pub struct SojuBouncerSpec {\n    26→    pub hostname: String,\n    27→    #[serde(default, skip_serializing_if = \"Option::is_none\")]\n    28→    pub owner: Option<String>,\n    29→    #[serde(default, skip_serializing_if = \"Option::is_none\")]\n    30→    pub hostname_cloak: Option<String>,\n    31→}\n    32→\n    33→#[derive(Debug, Clone, Default, Serialize, Deserialize, JsonSchema)]\n    34→pub struct SojuBouncerStatus {\n    35→    #[serde(default)]\n    36→    pub conditions: Vec<SojuBouncerCondition>,\n    37→}\n    38→\n    39→#[derive(Debug, Clone, Serialize, Deserialize, JsonSchema)]\n    40→pub struct SojuBouncerCondition {\n    41→    #[serde(rename = \"type\")]\n    42→    pub type_: String,\n    43→    pub status: String,\n    44→    #[serde(default)]\n    45→    pub reason: Option<String>,\n    46→    #[serde(default)]\n    47→    pub message: Option<String>,\n    48→}\n    49→\n    50→#[cfg(test)]\n    51→mod tests {\n    52→    use super::*;\n    53→\n    54→    #[test]\n    55→    fn bouncer_name_sanitizes_input() {\n    56→        assert_eq!(sanitize_bouncer_name(\"My Bouncer!\"), \"my-bouncer\");\n    57→        assert_eq!(sanitize_bouncer_name(\"test_123\"), \"test-123\");\n    58→    }\n    59→\n    60→    #[test]\n    61→    fn bouncer_name_trims_dashes() {\n    62→        assert_eq!(sanitize_bouncer_name(\"--hello--\"), \"hello\");\n    63→    }\n    64→\n    65→    #[test]\n    66→    fn bouncer_name_handles_empty() {\n    67→        assert_eq!(sanitize_bouncer_name(\"\"), \"\");\n    68→    }\n    69→}\n    70→"}]},"uuid":"8476254a-0e63-460d-b5c6-4e2cb41e8756","timestamp":"2026-03-06T20:05:45.288Z"},"type":"agent_progress","prompt":"","agentId":"ac49d6c02c33fa0b6"},"toolUseID":"agent_msg_0112nsEWDP8geVkYdh63aFbp","parentToolUseID":"toolu_01Y6FKH1Rw738QUFwddDgEfU","uuid":"427cb555-c63c-41ad-a4b3-b3220f9bca71","timestamp":"2026-03-06T20:05:45.330Z"}
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{"parentUuid":"0adb1c01-9420-4d30-884e-dcf329d5461a","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"603fce1b-ba69-4a75-a7cd-3de089778fc4","version":"2.1.70","gitBranch":"master","slug":"refactored-soaring-diffie","type":"progress","data":{"message":{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MQHSEYxebW6B4xB6EmoL1G","type":"tool_result","content":"     1→apiVersion: apiextensions.k8s.io/v1\n     2→kind: CustomResourceDefinition\n     3→metadata:\n     4→  name: sojubouncers.irc.now\n     5→spec:\n     6→  group: irc.now\n     7→  names:\n     8→    categories: []\n     9→    kind: SojuBouncer\n    10→    plural: sojubouncers\n    11→    shortNames:\n    12→    - soju\n    13→    singular: sojubouncer\n    14→  scope: Namespaced\n    15→  versions:\n    16→  - additionalPrinterColumns:\n    17→    - jsonPath: .spec.hostname\n    18→      name: Hostname\n    19→      type: string\n    20→    - jsonPath: .status.conditions[?(@.type==\"Ready\")].status\n    21→      name: Ready\n    22→      type: string\n    23→    name: v1alpha1\n    24→    schema:\n    25→      openAPIV3Schema:\n    26→        description: Auto-generated derived type for SojuBouncerSpec via `CustomResource`\n    27→        properties:\n    28→          spec:\n    29→            properties:\n    30→              auth:\n    31→                nullable: true\n    32→                properties:\n    33→                  oauth2_url:\n    34→                    type: string\n    35→                  secret_ref:\n    36→                    nullable: true\n    37→                    type: string\n    38→                required:\n    39→                - oauth2_url\n    40→                type: object\n    41→              hostname:\n    42→                type: string\n    43→              hostname_cloak:\n    44→                nullable: true\n    45→                type: string\n    46→              listeners:\n    47→                default: []\n    48→                items:\n    49→                  properties:\n    50→                    address:\n    51→                      type: string\n    52→                    tls:\n    53→                      default: false\n    54→                      type: boolean\n    55→                    websocket:\n    56→                      default: false\n    57→                      type: boolean\n    58→                  required:\n    59→                  - address\n    60→                  type: object\n    61→                type: array\n    62→              resources:\n    63→                nullable: true\n    64→                properties:\n    65→                  limits:\n    66→                    nullable: true\n    67→                    properties:\n    68→                      cpu:\n    69→                        nullable: true\n    70→                        type: string\n    71→                      memory:\n    72→                        nullable: true\n    73→                        type: string\n    74→                    type: object\n    75→                  requests:\n    76→                    nullable: true\n    77→                    properties:\n    78→                      cpu:\n    79→                        nullable: true\n    80→                        type: string\n    81→                      memory:\n    82→                        nullable: true\n    83→                        type: string\n    84→                    type: object\n    85→                type: object\n    86→              route:\n    87→                nullable: true\n    88→                properties:\n    89→                  host:\n    90→                    type: string\n    91→                required:\n    92→                - host\n    93→                type: object\n    94→              title:\n    95→                nullable: true\n    96→                type: string\n    97→              tls:\n    98→                nullable: true\n    99→                properties:\n   100→                  dns_names:\n   101→                    items:\n   102→                      type: string\n   103→                    type: array\n   104→                  issuer_ref:\n   105→                    properties:\n   106→                      kind:\n   107→                        type: string\n   108→                      name:\n   109→                        type: string\n   110→                    required:\n   111→                    - kind\n   112→                    - name\n   113→                    type: object\n   114→                required:\n   115→                - dns_names\n   116→                - issuer_ref\n   117→                type: object\n   118→            required:\n   119→            - hostname\n   120→            type: object\n   121→          status:\n   122→            nullable: true\n   123→            properties:\n   124→              conditions:\n   125→                default: []\n   126→                items:\n   127→                  properties:\n   128→                    last_transition_time:\n   129→                      type: string\n   130→                    message:\n   131→                      type: string\n   132→                    reason:\n   133→                      type: string\n   134→                    status:\n   135→                      type: string\n   136→                    type:\n   137→                      type: string\n   138→                  required:\n   139→                  - last_transition_time\n   140→                  - message\n   141→                  - reason\n   142→                  - status\n   143→                  - type\n   144→                  type: object\n   145→                type: array\n   146→              observed_generation:\n   147→                format: int64\n   148→                nullable: true\n   149→                type: integer\n   150→            type: object\n   151→        required:\n   152→        - spec\n   153→        title: SojuBouncer\n   154→        type: object\n   155→    served: true\n   156→    storage: true\n   157→    subresources:\n   158→      status: {}\n   159→"}]},"uuid":"dabd2188-06d2-49d1-8741-0c5ff29112f2","timestamp":"2026-03-06T20:05:47.556Z"},"type":"agent_progress","prompt":"","agentId":"ac49d6c02c33fa0b6"},"toolUseID":"agent_msg_0112nsEWDP8geVkYdh63aFbp","parentToolUseID":"toolu_01Y6FKH1Rw738QUFwddDgEfU","uuid":"e78b59da-def3-4a0e-91df-df71ec8d5b17","timestamp":"2026-03-06T20:05:47.609Z"}
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{"parentUuid":"845b8197-2320-4170-bf14-7b9b45fbd7a9","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"603fce1b-ba69-4a75-a7cd-3de089778fc4","version":"2.1.70","gitBranch":"master","slug":"refactored-soaring-diffie","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NFk72q7mN2MZXf2393TMKW","type":"tool_result","content":[{"type":"text","text":"Now I have a comprehensive understanding of the web-api portal UX. Let me provide a detailed analysis report:\n\n## Portal UX Architecture Analysis - irc.now Web API\n\n### 1. Current Bouncer Creation Flow\n\n**Form Submission Pattern:**\n- Located in `bouncers.html` (lines 13-19): Simple POST form to `/bouncers/create`\n- Form contains just one input: bouncer name\n- No JavaScript, pure HTML form submission\n\n**Backend Flow (`bouncer.rs` lines 78-130):**\n- `create()` handler: receives form data, validates name, creates K8s SojuBouncer CR\n- Synchronous operation: waits for K8s API response before returning\n- On success/failure: sets flash message cookie + redirects to `/bouncers`\n- Redirect triggers full page reload, which fetches new bouncer list\n- Post-create side effects run synchronously: `add_default_upstream()` (registers Ergo account, adds IRC network)\n\n**Current UX Issues:**\n- User sees a blank form, clicks \"create bouncer\", page goes white/loading for 3-5+ seconds\n- K8s CR creation is fast, but `add_default_upstream()` involves:\n  - Fetching soju database secret\n  - Two tokio_postgres queries\n  - HTTP call to Ergo admin API\n  - This adds 1-2 seconds latency\n- No feedback during wait (no spinner, progress bar, or status message)\n- If user clicks back/refreshes during creation, they lose context\n\n### 2. Other Portal Ope        if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '5 minutes'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_connected_5m += count;\n            }\n\n            if let Ok(rows) = client\n                .query(\n                    \"SELECT COALESCE(n.name, n.addr) AS label, COUNT(dr.*) \\\n                     FROM \\\"Network\\\" n \\\n                     LEFT JOIN \\\"DeliveryReceipt\\\" dr ON dr.network = n.id \\\n                     GROUP BY COALESCE(n.name, n.addr)\",\n                    &[],\n                )\n                .await\n            {\n                if rows.len() <= 50 {\n                    for row in &rows {\n                        let label: &str = row.get(0);\n                        let count: i64 = row.get(1);\n                        gauge!(\"irc_now_bouncer_deliveries_by_network\", \"network\" => label.to_string())\n                            .set(count as f64);\n                    }\n                } else {\n                    tracing::debug!(\"bouncer {name}: {n} networks, skipping per-network breakdown\", n = rows.len());\n                }\n            }\n        }"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":342,"cache_read_input_tokens":56945,"output_tokens":660,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":342,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CYpMeeb4iAEAi9Tp1QgGu","type":"assistant","uuid":"349709c7-ab27-4d36-baea-437ce23a029f","timestamp":"2026-03-07T20:33:03.821Z"}
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{"parentUuid":"349709c7-ab27-4d36-baea-437ce23a029f","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01MjY5i3QMmHGWUbpoMapneq","type":"tool_result","content":"The file /home/josie/development/irc-now/crates/web-api/src/business_metrics.rs has been updated successfully."}]},"uuid":"51b7cbc8-0215-4f60-b0bf-76e189bb403b","timestamp":"2026-03-07T20:33:03.959Z","toolUseResult":{"filePath":"/home/josie/development/irc-now/crates/web-api/src/business_metrics.rs","oldString":"            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '24 hours'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_active += count;\n            }\n        }","newString":"            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '24 hours'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_active += count;\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '5 minutes'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_connected_5m += count;\n            }\n\n            if let Ok(rows) = client\n                .query(\n                    \"SELECT COALESCE(n.name, n.addr) AS label, COUNT(dr.*) \\\n                     FROM \\\"Network\\\" n \\\n                     LEFT JOIN \\\"DeliveryReceipt\\\" dr ON dr.network = n.id \\\n                     GROUP BY COALESCE(n.name, n.addr)\",\n                    &[],\n                )\n                .await\n            {\n                if rows.len() <= 50 {\n                    for row in &rows {\n                        let label: &str = row.get(0);\n                        let count: i64 = row.get(1);\n                        gauge!(\"irc_now_bouncer_deliveries_by_network\", \"network\" => label.to_string())\n                            .set(count as f64);\n                    }\n                } else {\n                    tracing::debug!(\"bouncer {name}: {n} networks, skipping per-network breakdown\", n = rows.len());\n                }\n            }\n        }","originalFile":"use kube::Api;\nuse metrics::{counter, gauge};\nuse sqlx::PgPool;\n\nuse crate::k8s::SojuBouncer;\n\npub fn login_counter() {\n    counter!(\"irc_now_logins_total\").increment(1);\n}\n\npub async fn record_stripe_metrics(stripe_client: stripe::Client) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let mut params = stripe::ListSubscriptions::new();\n        params.status = Some(stripe::SubscriptionStatusFilter::Active);\n        params.limit = Some(100);\n\n        match stripe::Subscription::list(&stripe_client, &params).await {\n            Ok(list) => {\n                let active = list.data.len() as f64;\n                let mut mrr_cents: i64 = 0;\n                for sub in &list.data {\n                    for item in &sub.items.data {\n                        if let Some(ref price) = item.price {\n                            let unit = price.unit_amount.unwrap_or(0);\n                            let qty = item.quantity.unwrap_or(1) as i64;\n                            mrr_cents += unit * qty;\n                        }\n                    }\n                }\n                gauge!(\"irc_now_mrr_cents\").set(mrr_cents as f64);\n                gauge!(\"irc_now_subscriptions_active\").set(active);\n            }\n            Err(e) => {\n                tracing::warn!(\"stripe subscription list failed: {e}\");\n            }\n        }\n    }\n}\n\npub async fn record_event_metrics(db: PgPool) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(60));\n    loop {\n        interval.tick().await;\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '7 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_signups_7d\").set(count as f64);\n        }\n\n        let upgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_upgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let signups_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let conversion_rate = if signups_30d > 0 {\n            upgrades_30d as f64 / signups_30d as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_conversion_rate_30d\").set(conversion_rate);\n\n        let downgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_downgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let pro_users: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM users WHERE plan = 'pro'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let churn_rate = if pro_users > 0 {\n            downgrades_30d as f64 / pro_users as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_churn_rate_30d\").set(churn_rate);\n\n        if let Ok(total) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM users\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_users_total\").set(total as f64);\n        }\n\n        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n    }\n}\n\npub async fn record_soju_metrics(kube: kube::Client, namespace: String) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let api: Api<SojuBouncer> = Api::namespaced(kube.clone(), &namespace);\n        let bouncers = match api.list(&Default::default()).await {\n            Ok(list) => list.items,\n            Err(e) => {\n                tracing::warn!(\"failed to list SojuBouncer CRs: {e}\");\n                continue;\n            }\n        };\n\n        let mut total_networks: i64 = 0;\n        let mut total_channels: i64 = 0;\n        let mut total_messages: i64 = 0;\n        let mut total_active: i64 = 0;\n        let mut total_connected_5m: i64 = 0;\n\n        for bouncer in &bouncers {\n            let name = match &bouncer.metadata.name {\n                Some(n) => n.clone(),\n                None => continue,\n            };\n\n            let secret_name = format!(\"{name}-db\");\n            let secrets: kube::Api<k8s_openapi::api::core::v1::Secret> =\n                kube::Api::namespaced(kube.clone(), &namespace);\n\n            let secret = match secrets.get(&secret_name).await {\n                Ok(s) => s,\n                Err(e) => {\n                    tracing::debug!(\"no db secret for bouncer {name}: {e}\");\n                    continue;\n                }\n            };\n\n            let uri = match secret\n                .data\n                .as_ref()\n                .and_then(|d| d.get(\"uri\"))\n                .and_then(|v| String::from_utf8(v.0.clone()).ok())\n            {\n                Some(u) => u,\n                None => continue,\n            };\n\n            let (client, connection) = match tokio_postgres::connect(&uri, tokio_postgres::NoTls).await {\n                Ok(c) => c,\n                Err(e) => {\n                    tracing::debug!(\"failed to connect to bouncer db {name}: {e}\");\n                    continue;\n                }\n            };\n\n            tokio::spawn(async move {\n                if let Err(e) = connection.await {\n                    tracing::debug!(\"bouncer db connection error: {e}\");\n                }\n            });\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Network\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_networks += count;\n            }\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Channel\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_channels += count;\n            }\n\n            match client.query_one(\"SELECT COUNT(*) FROM \\\"MessageTarget\\\"\", &[]).await {\n                Ok(row) => {\n                    let count: i64 = row.get(0);\n                    total_messages += count;\n                }\n                Err(e) => {\n                    tracing::debug!(\"MessageTarget query failed for {name}, skipping: {e}\");\n                }\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '24 hours'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_active += count;\n            }\n        }\n\n        gauge!(\"irc_now_bouncer_networks_total\").set(total_networks as f64);\n        gauge!(\"irc_now_bouncer_channels_total\").set(total_channels as f64);\n        gauge!(\"irc_now_bouncer_messages_total\").set(total_messages as f64);\n        gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);\n        gauge!(\"irc_now_active_users_24h\").set(total_active as f64);\n    }\n}\n","structuredPatch":[{"oldStart":210,"oldLines":6,"newStart":210,"newLines":39,"lines":["                 let count: i64 = row.get(0);","                 total_active += count;","             }","+","+            if let Ok(row) = client","+                .query_one(","+                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '5 minutes'\",","+                    &[],","+                )","+                .await","+            {","+                let count: i64 = row.get(0);","+                total_connected_5m += count;","+            }","+","+            if let Ok(rows) = client","+                .query(","+                    \"SELECT COALESCE(n.name, n.addr) AS label, COUNT(dr.*) \\","+                     FROM \\\"Network\\\" n \\","+                     LEFT JOIN \\\"DeliveryReceipt\\\" dr ON dr.network = n.id \\","+                     GROUP BY COALESCE(n.name, n.addr)\",","+                    &[],","+                )","+                .await","+            {","+                if rows.len() <= 50 {","+                    for row in &rows {","+                        let label: &str = row.get(0);","+                        let count: i64 = row.get(1);","+                        gauge!(\"irc_now_bouncer_deliveries_by_network\", \"network\" => label.to_string())","+                            .set(count as f64);","+                    }","+                } else {","+                    tracing::debug!(\"bouncer {name}: {n} networks, skipping per-network breakdown\", n = rows.len());","+                }","+            }","         }"," ","         gauge!(\"irc_now_bouncer_networks_total\").set(total_networks as f64);"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"349709c7-ab27-4d36-baea-437ce23a029f"}
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{"parentUuid":"12333375-b342-4c75-9a19-a2179d2f3478","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017wni5PdZ72qT8aX9LL3L2K","type":"tool_result","content":"The file /home/josie/development/irc-now/crates/web-api/src/business_metrics.rs has been updated successfully."}]},"uuid":"c3b8df92-e623-4fbf-86d2-c154b437000b","timestamp":"2026-03-07T20:33:08.557Z","toolUseResult":{"filePath":"/home/josie/development/irc-now/crates/web-api/src/business_metrics.rs","oldString":"        gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);\n        gauge!(\"irc_now_active_users_24h\").set(total_active as f64);","newString":"        gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);\n        gauge!(\"irc_now_active_users_24h\").set(total_active as f64);\n        gauge!(\"irc_now_bouncer_connected_users_5m\").set(total_connected_5m as f64);","originalFile":"use kube::Api;\nuse metrics::{counter, gauge};\nuse sqlx::PgPool;\n\nuse crate::k8s::SojuBouncer;\n\npub fn login_counter() {\n    counter!(\"irc_now_logins_total\").increment(1);\n}\n\npub async fn record_stripe_metrics(stripe_client: stripe::Client) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let mut params = stripe::ListSubscriptions::new();\n        params.status = Some(stripe::SubscriptionStatusFilter::Active);\n        params.limit = Some(100);\n\n        match stripe::Subscription::list(&stripe_client, &params).await {\n            Ok(list) => {\n                let active = list.data.len() as f64;\n                let mut mrr_cents: i64 = 0;\n                for sub in &list.data {\n                    for item in &sub.items.data {\n                        if let Some(ref price) = item.price {\n                            let unit = price.unit_amount.unwrap_or(0);\n                            let qty = item.quantity.unwrap_or(1) as i64;\n                            mrr_cents += unit * qty;\n                        }\n                    }\n                }\n                gauge!(\"irc_now_mrr_cents\").set(mrr_cents as f64);\n                gauge!(\"irc_now_subscriptions_active\").set(active);\n            }\n            Err(e) => {\n                tracing::warn!(\"stripe subscription list failed: {e}\");\n            }\n        }\n    }\n}\n\npub async fn record_event_metrics(db: PgPool) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(60));\n    loop {\n        interval.tick().await;\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '7 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_signups_7d\").set(count as f64);\n        }\n\n        let upgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_upgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let signups_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let conversion_rate = if signups_30d > 0 {\n            upgrades_30d as f64 / signups_30d as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_conversion_rate_30d\").set(conversion_rate);\n\n        let downgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_downgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let pro_users: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM users WHERE plan = 'pro'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let churn_rate = if pro_users > 0 {\n            downgrades_30d as f64 / pro_users as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_churn_rate_30d\").set(churn_rate);\n\n        if let Ok(total) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM users\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_users_total\").set(total as f64);\n        }\n\n        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n    }\n}\n\npub async fn record_soju_metrics(kube: kube::Client, namespace: String) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let api: Api<SojuBouncer> = Api::namespaced(kube.clone(), &namespace);\n        let bouncers = match api.list(&Default::default()).await {\n            Ok(list) => list.items,\n            Err(e) => {\n                tracing::warn!(\"failed to list SojuBouncer CRs: {e}\");\n                continue;\n            }\n        };\n\n        let mut total_networks: i64 = 0;\n        let mut total_channels: i64 = 0;\n        let mut total_messages: i64 = 0;\n        let mut total_active: i64 = 0;\n        let mut total_connected_5m: i64 = 0;\n\n        for bouncer in &bouncers {\n            let name = match &bouncer.metadata.name {\n                Some(n) => n.clone(),\n                None => continue,\n            };\n\n            let secret_name = format!(\"{name}-db\");\n            let secrets: kube::Api<k8s_openapi::api::core::v1::Secret> =\n                kube::Api::namespaced(kube.clone(), &namespace);\n\n            let secret = match secrets.get(&secret_name).await {\n                Ok(s) => s,\n                Err(e) => {\n                    tracing::debug!(\"no db secret for bouncer {name}: {e}\");\n                    continue;\n                }\n            };\n\n            let uri = match secret\n                .data\n                .as_ref()\n                .and_then(|d| d.get(\"uri\"))\n                .and_then(|v| String::from_utf8(v.0.clone()).ok())\n            {\n                Some(u) => u,\n                None => continue,\n            };\n\n            let (client, connection) = match tokio_postgres::connect(&uri, tokio_postgres::NoTls).await {\n                Ok(c) => c,\n                Err(e) => {\n                    tracing::debug!(\"failed to connect to bouncer db {name}: {e}\");\n                    continue;\n                }\n            };\n\n            tokio::spawn(async move {\n                if let Err(e) = connection.await {\n                    tracing::debug!(\"bouncer db connection error: {e}\");\n                }\n            });\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Network\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_networks += count;\n            }\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Channel\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_channels += count;\n            }\n\n            match client.query_one(\"SELECT COUNT(*) FROM \\\"MessageTarget\\\"\", &[]).await {\n                Ok(row) => {\n                    let count: i64 = row.get(0);\n                    total_messages += count;\n                }\n                Err(e) => {\n                    tracing::debug!(\"MessageTarget query failed for {name}, skipping: {e}\");\n                }\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '24 hours'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_active += count;\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '5 minutes'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_connected_5m += count;\n            }\n\n            if let Ok(rows) = client\n                .query(\n                    \"SELECT COALESCE(n.name, n.addr) AS label, COUNT(dr.*) \\\n                     FROM \\\"Network\\\" n \\\n                     LEFT JOIN \\\"DeliveryReceipt\\\" dr ON dr.network = n.id \\\n                     GROUP BY COALESCE(n.name, n.addr)\",\n                    &[],\n                )\n                .await\n            {\n                if rows.len() <= 50 {\n                    for row in &rows {\n                        let label: &str = row.get(0);\n                        let count: i64 = row.get(1);\n                        gauge!(\"irc_now_bouncer_deliveries_by_network\", \"network\" => label.to_string())\n                            .set(count as f64);\n                    }\n                } else {\n                    tracing::debug!(\"bouncer {name}: {n} networks, skipping per-network breakdown\", n = rows.len());\n                }\n            }\n        }\n\n        gauge!(\"irc_now_bouncer_networks_total\").set(total_networks as f64);\n        gauge!(\"irc_now_bouncer_channels_total\").set(total_channels as f64);\n        gauge!(\"irc_now_bouncer_messages_total\").set(total_messages as f64);\n        gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);\n        gauge!(\"irc_now_active_users_24h\").set(total_active as f64);\n    }\n}\n","structuredPatch":[{"oldStart":250,"oldLines":5,"newStart":250,"newLines":6,"lines":["         gauge!(\"irc_now_bouncer_messages_total\").set(total_messages as f64);","         gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);","         gauge!(\"irc_now_active_users_24h\").set(total_active as f64);","+        gauge!(\"irc_now_bouncer_connected_users_5m\").set(total_connected_5m as f64);","     }"," }"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"12333375-b342-4c75-9a19-a2179d2f3478"}
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{"parentUuid":"a7f2a464-f057-483a-8817-44ef5304ad6d","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","message":{"model":"claude-opus-4-6","id":"msg_01PwEfbnq6u7RTwf4QrS6fiw","type":"message","role":"assistant","content":[{"type":"text","text":"Now Parts 3-5: funnel, TTFB, and adoption metrics in `record_event_metrics()`."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":198,"cache_read_input_tokens":58305,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":198},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CYpMfv9y6AMAzkvnMuztq","type":"assistant","uuid":"d2564893-bd8f-4a41-81c3-3bd7b599c392","timestamp":"2026-03-07T20:33:15.569Z"}
{"parentUuid":"d2564893-bd8f-4a41-81c3-3bd7b599c392","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","message":{"model":"claude-opus-4-6","id":"msg_01PwEfbnq6u7RTwf4QrS6fiw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019BysAQYLUnFaDYhvtF6PCf","name":"Edit","input":{"replace_all":false,"file_path":"/home/josie/development/irc-now/crates/web-api/src/business_metrics.rs","old_string":"        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n    }\n}","new_string":"        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_signups_30d\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\\n             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND bc.created_at >= s.created_at\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_bouncer_created_30d\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND EXISTS ( \\\n               SELECT 1 FROM events e2 WHERE e2.user_sub = s.user_sub \\\n               AND e2.event_type = 'login' AND e2.created_at > s.created_at + INTERVAL '1 day' \\\n             )\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_returned_30d\").set(count as f64);\n        }\n\n        let ttfb: Option<f64> = sqlx::query_scalar(\n            \"SELECT AVG(EXTRACT(EPOCH FROM (bc.created_at - s.created_at))) \\\n             FROM events s \\\n             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND bc.created_at >= s.created_at\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(None);\n        gauge!(\"irc_now_time_to_first_bouncer_seconds\").set(ttfb.unwrap_or(0.0));\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM users WHERE plan = 'pro' AND content_expires = false\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_permanent_content\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'bouncer_create'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_bouncer_users\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'network_create'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_network_users\").set(count as f64);\n        }\n    }\n}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":198,"cache_read_input_tokens":58305,"output_tokens":1304,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":198,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CYpMfv9y6AMAzkvnMuztq","type":"assistant","uuid":"c98e7a8a-cda8-48d6-b885-c4450f87047a","timestamp":"2026-03-07T20:33:27.831Z"}
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{"parentUuid":"0f1304ef-07df-4150-a4fe-69247a42f8ec","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Edit","command":"python3 ${CLAUDE_PLUGIN_ROOT}/hooks/posttooluse.py"},"parentToolUseID":"toolu_019BysAQYLUnFaDYhvtF6PCf","toolUseID":"toolu_019BysAQYLUnFaDYhvtF6PCf","timestamp":"2026-03-07T20:33:27.969Z","uuid":"61fec114-5a94-4791-b455-8701a4e3584e"}
{"parentUuid":"61fec114-5a94-4791-b455-8701a4e3584e","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","type":"progress","data":{"type":"hook_progress","hookEvent":"PostToolUse","hookName":"PostToolUse:Edit","command":"callback"},"parentToolUseID":"toolu_019BysAQYLUnFaDYhvtF6PCf","toolUseID":"toolu_019BysAQYLUnFaDYhvtF6PCf","timestamp":"2026-03-07T20:33:27.969Z","uuid":"aae7e656-98b2-40eb-81b6-2ef85afce9e6"}
{"parentUuid":"c98e7a8a-cda8-48d6-b885-c4450f87047a","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019BysAQYLUnFaDYhvtF6PCf","type":"tool_result","content":"The file /home/josie/development/irc-now/crates/web-api/src/business_metrics.rs has been updated successfully."}]},"uuid":"4c965007-da16-4139-94a8-c8664f88daeb","timestamp":"2026-03-07T20:33:27.968Z","toolUseResult":{"filePath":"/home/josie/development/irc-now/crates/web-api/src/business_metrics.rs","oldString":"        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n    }\n}","newString":"        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_signups_30d\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\\n             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND bc.created_at >= s.created_at\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_bouncer_created_30d\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND EXISTS ( \\\n               SELECT 1 FROM events e2 WHERE e2.user_sub = s.user_sub \\\n               AND e2.event_type = 'login' AND e2.created_at > s.created_at + INTERVAL '1 day' \\\n             )\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_funnel_returned_30d\").set(count as f64);\n        }\n\n        let ttfb: Option<f64> = sqlx::query_scalar(\n            \"SELECT AVG(EXTRACT(EPOCH FROM (bc.created_at - s.created_at))) \\\n             FROM events s \\\n             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\\n             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\\n             AND bc.created_at >= s.created_at\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(None);\n        gauge!(\"irc_now_time_to_first_bouncer_seconds\").set(ttfb.unwrap_or(0.0));\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM users WHERE plan = 'pro' AND content_expires = false\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_permanent_content\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'bouncer_create'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_bouncer_users\").set(count as f64);\n        }\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'network_create'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_adoption_network_users\").set(count as f64);\n        }\n    }\n}","originalFile":"use kube::Api;\nuse metrics::{counter, gauge};\nuse sqlx::PgPool;\n\nuse crate::k8s::SojuBouncer;\n\npub fn login_counter() {\n    counter!(\"irc_now_logins_total\").increment(1);\n}\n\npub async fn record_stripe_metrics(stripe_client: stripe::Client) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let mut params = stripe::ListSubscriptions::new();\n        params.status = Some(stripe::SubscriptionStatusFilter::Active);\n        params.limit = Some(100);\n\n        match stripe::Subscription::list(&stripe_client, &params).await {\n            Ok(list) => {\n                let active = list.data.len() as f64;\n                let mut mrr_cents: i64 = 0;\n                for sub in &list.data {\n                    for item in &sub.items.data {\n                        if let Some(ref price) = item.price {\n                            let unit = price.unit_amount.unwrap_or(0);\n                            let qty = item.quantity.unwrap_or(1) as i64;\n                            mrr_cents += unit * qty;\n                        }\n                    }\n                }\n                gauge!(\"irc_now_mrr_cents\").set(mrr_cents as f64);\n                gauge!(\"irc_now_subscriptions_active\").set(active);\n            }\n            Err(e) => {\n                tracing::warn!(\"stripe subscription list failed: {e}\");\n            }\n        }\n    }\n}\n\npub async fn record_event_metrics(db: PgPool) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(60));\n    loop {\n        interval.tick().await;\n\n        if let Ok(count) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '7 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_signups_7d\").set(count as f64);\n        }\n\n        let upgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_upgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let signups_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let conversion_rate = if signups_30d > 0 {\n            upgrades_30d as f64 / signups_30d as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_conversion_rate_30d\").set(conversion_rate);\n\n        let downgrades_30d: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM events WHERE event_type = 'plan_downgrade' AND created_at > NOW() - INTERVAL '30 days'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let pro_users: i64 = sqlx::query_scalar(\n            \"SELECT COUNT(*) FROM users WHERE plan = 'pro'\",\n        )\n        .fetch_one(&db)\n        .await\n        .unwrap_or(0);\n\n        let churn_rate = if pro_users > 0 {\n            downgrades_30d as f64 / pro_users as f64\n        } else {\n            0.0\n        };\n        gauge!(\"irc_now_churn_rate_30d\").set(churn_rate);\n\n        if let Ok(total) = sqlx::query_scalar::<_, i64>(\n            \"SELECT COUNT(*) FROM users\",\n        )\n        .fetch_one(&db)\n        .await\n        {\n            gauge!(\"irc_now_users_total\").set(total as f64);\n        }\n\n        if let Ok(rows) = sqlx::query_as::<_, (String, i64)>(\n            \"SELECT plan, COUNT(*) FROM users GROUP BY plan\",\n        )\n        .fetch_all(&db)\n        .await\n        {\n            for (plan, count) in rows {\n                gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);\n            }\n        }\n    }\n}\n\npub async fn record_soju_metrics(kube: kube::Client, namespace: String) {\n    let mut interval = tokio::time::interval(tokio::time::Duration::from_secs(300));\n    loop {\n        interval.tick().await;\n\n        let api: Api<SojuBouncer> = Api::namespaced(kube.clone(), &namespace);\n        let bouncers = match api.list(&Default::default()).await {\n            Ok(list) => list.items,\n            Err(e) => {\n                tracing::warn!(\"failed to list SojuBouncer CRs: {e}\");\n                continue;\n            }\n        };\n\n        let mut total_networks: i64 = 0;\n        let mut total_channels: i64 = 0;\n        let mut total_messages: i64 = 0;\n        let mut total_active: i64 = 0;\n        let mut total_connected_5m: i64 = 0;\n\n        for bouncer in &bouncers {\n            let name = match &bouncer.metadata.name {\n                Some(n) => n.clone(),\n                None => continue,\n            };\n\n            let secret_name = format!(\"{name}-db\");\n            let secrets: kube::Api<k8s_openapi::api::core::v1::Secret> =\n                kube::Api::namespaced(kube.clone(), &namespace);\n\n            let secret = match secrets.get(&secret_name).await {\n                Ok(s) => s,\n                Err(e) => {\n                    tracing::debug!(\"no db secret for bouncer {name}: {e}\");\n                    continue;\n                }\n            };\n\n            let uri = match secret\n                .data\n                .as_ref()\n                .and_then(|d| d.get(\"uri\"))\n                .and_then(|v| String::from_utf8(v.0.clone()).ok())\n            {\n                Some(u) => u,\n                None => continue,\n            };\n\n            let (client, connection) = match tokio_postgres::connect(&uri, tokio_postgres::NoTls).await {\n                Ok(c) => c,\n                Err(e) => {\n                    tracing::debug!(\"failed to connect to bouncer db {name}: {e}\");\n                    continue;\n                }\n            };\n\n            tokio::spawn(async move {\n                if let Err(e) = connection.await {\n                    tracing::debug!(\"bouncer db connection error: {e}\");\n                }\n            });\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Network\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_networks += count;\n            }\n\n            if let Ok(row) = client.query_one(\"SELECT COUNT(*) FROM \\\"Channel\\\"\", &[]).await {\n                let count: i64 = row.get(0);\n                total_channels += count;\n            }\n\n            match client.query_one(\"SELECT COUNT(*) FROM \\\"MessageTarget\\\"\", &[]).await {\n                Ok(row) => {\n                    let count: i64 = row.get(0);\n                    total_messages += count;\n                }\n                Err(e) => {\n                    tracing::debug!(\"MessageTarget query failed for {name}, skipping: {e}\");\n                }\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '24 hours'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_active += count;\n            }\n\n            if let Ok(row) = client\n                .query_one(\n                    \"SELECT COUNT(*) FROM \\\"User\\\" WHERE downstream_interacted_at > NOW() - INTERVAL '5 minutes'\",\n                    &[],\n                )\n                .await\n            {\n                let count: i64 = row.get(0);\n                total_connected_5m += count;\n            }\n\n            if let Ok(rows) = client\n                .query(\n                    \"SELECT COALESCE(n.name, n.addr) AS label, COUNT(dr.*) \\\n                     FROM \\\"Network\\\" n \\\n                     LEFT JOIN \\\"DeliveryReceipt\\\" dr ON dr.network = n.id \\\n                     GROUP BY COALESCE(n.name, n.addr)\",\n                    &[],\n                )\n                .await\n            {\n                if rows.len() <= 50 {\n                    for row in &rows {\n                        let label: &str = row.get(0);\n                        let count: i64 = row.get(1);\n                        gauge!(\"irc_now_bouncer_deliveries_by_network\", \"network\" => label.to_string())\n                            .set(count as f64);\n                    }\n                } else {\n                    tracing::debug!(\"bouncer {name}: {n} networks, skipping per-network breakdown\", n = rows.len());\n                }\n            }\n        }\n\n        gauge!(\"irc_now_bouncer_networks_total\").set(total_networks as f64);\n        gauge!(\"irc_now_bouncer_channels_total\").set(total_channels as f64);\n        gauge!(\"irc_now_bouncer_messages_total\").set(total_messages as f64);\n        gauge!(\"irc_now_bouncer_active_users\").set(total_active as f64);\n        gauge!(\"irc_now_active_users_24h\").set(total_active as f64);\n        gauge!(\"irc_now_bouncer_connected_users_5m\").set(total_connected_5m as f64);\n    }\n}\n","structuredPatch":[{"oldStart":115,"oldLines":6,"newStart":115,"newLines":80,"lines":["                 gauge!(\"irc_now_users_by_plan\", \"plan\" => plan).set(count as f64);","             }","         }","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(*) FROM events WHERE event_type = 'signup' AND created_at > NOW() - INTERVAL '30 days'\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_funnel_signups_30d\").set(count as f64);","+        }","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\","+             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\","+             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\","+             AND bc.created_at >= s.created_at\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_funnel_bouncer_created_30d\").set(count as f64);","+        }","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(DISTINCT s.user_sub) FROM events s \\","+             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\","+             AND EXISTS ( \\","+               SELECT 1 FROM events e2 WHERE e2.user_sub = s.user_sub \\","+               AND e2.event_type = 'login' AND e2.created_at > s.created_at + INTERVAL '1 day' \\","+             )\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_funnel_returned_30d\").set(count as f64);","+        }","+","+        let ttfb: Option<f64> = sqlx::query_scalar(","+            \"SELECT AVG(EXTRACT(EPOCH FROM (bc.created_at - s.created_at))) \\","+             FROM events s \\","+             JOIN events bc ON s.user_sub = bc.user_sub AND bc.event_type = 'bouncer_create' \\","+             WHERE s.event_type = 'signup' AND s.created_at > NOW() - INTERVAL '30 days' \\","+             AND bc.created_at >= s.created_at\",","+        )","+        .fetch_one(&db)","+        .await","+        .unwrap_or(None);","+        gauge!(\"irc_now_time_to_first_bouncer_seconds\").set(ttfb.unwrap_or(0.0));","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(*) FROM users WHERE plan = 'pro' AND content_expires = false\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_adoption_permanent_content\").set(count as f64);","+        }","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'bouncer_create'\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_adoption_bouncer_users\").set(count as f64);","+        }","+","+        if let Ok(count) = sqlx::query_scalar::<_, i64>(","+            \"SELECT COUNT(DISTINCT user_sub) FROM events WHERE event_type = 'network_create'\",","+        )","+        .fetch_one(&db)","+        .await","+        {","+            gauge!(\"irc_now_adoption_network_users\").set(count as f64);","+        }","     }"," }"," "]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"c98e7a8a-cda8-48d6-b885-c4450f87047a"}
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{"parentUuid":"a3a8a7c3-7114-425e-9fc8-38c16c84de53","isSidechain":false,"userType":"external","cwd":"/home/josie/development/irc-now","sessionId":"aa5d9e4c-c48e-452a-a8af-c3f08546d6b1","version":"2.1.70","gitBranch":"master","slug":"composed-stargazing-lampson","message":{"model":"claude-opus-4-6","id":"msg_01UAsWmiF7N5tN24qU7WfsMV","type":"message","role":"assistant","content":[{"type":"text","text":"Now Part 8: bot execution metrics. Three files to modify.\n\n**8a. dispatch.rs** -- timing + counters:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":198,"cache_read_input_tokens":59852,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":198},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CYpMhT9pNNcFX9dnPGUPq","type":"assistant","uuid":"6643fb3c-504d-47dd-860c-8ef9e421e937","timestamp":"2026-03-07T20:33:37.123Z"}
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