constitution · epochs · watch · epoch 3

comparison

c_2722a3195825 (tommy-mor) vs c_c124c217f89c (tommy-mor)

download prompt · raw event · cmp_df69fc23fb5342

council reasoning

~anthropic/claude-sonnet-latest · winner B · 6:4 · permalink

Side B implements a substantial, real feature: a background Reddit fetch worker with OAuth, rate-limit/backoff handling, JSON parsing for posts/subreddits, URL mapping, and wiring into AppState/HTML routes, backed by several unit tests—this is genuine, functional lasting capability. Side A is a well-tested refinement to an already-existing pair-selection heuristic, which is useful but more incremental/tuning-focused than a new capability.

~x-ai/grok-latest · winner B · 3:2 · permalink

B replaces a Reddit fetch stub with a lasting broker/worker (OAuth, rate-limit backoff, dedup/TTL, JSON mapping/parsing, browse/ensure_path hooks), which is foundational product capability. A meaningfully improves core pair selection (attach-isolate before isolate-isolate, then rank-adjacent zip) with solid tests, but it refines an existing path rather than delivering a new end-to-end subsystem.

openai/gpt-chat-latest · winner B · 4:1 · permalink

Side B implements a substantial new capability: an asynchronous Reddit import pipeline with a background worker, request deduplication, OAuth support, rate-limit handling, JSON parsing into entity data, integration into application state and page loading, plus tests for URL mapping and parsing. Side A improves pair-selection heuristics with better bridge prioritization and rank-based refinement ordering backed by tests, but it is a targeted algorithm refinement rather than a broad new feature.

sides

A — c_2722a3195825 (tommy-mor)

message

[5db58b98] Improve vote pair selection for spanning trees and rank refinement.

Prefer attaching unranked items to established components before comparing
isolates, then zip down adjacent rank-centrality pairs once the pool is fully
connected, skipping pairs that already have votes.

Co-authored-by: Cursor <cursoragent@cursor.com>

diff preview

diff --git a/server/src/pair.rs b/server/src/pair.rs
index 54b5d2417e9dba04ed8df422156e274c2b2f76b2..c14de4b0502c8b5a17cddf3746077739d56e03e0 100644
--- a/server/src/pair.rs
+++ b/server/src/pair.rs
@@ -3,13 +3,21 @@
 //! Pair selection prefers **bridge** votes — comparisons between items in
 //! different connected components of the voted-pairs graph — so the pool
 //! merges into one ranking group before refining within it.
+//!
+//! Among unvoted bridges, prefer merging established voted components, then
+//! attaching a never-voted child to an established component, and only then
+//! comparing two never-voted children (so the voted graph grows as one tree).
+//!
+//! Once every pool child sits in one voted component, refinement **zips** down
+//! the rank-centrality order: prefer 1 vs 2, then 2 vs 3, and so on, skipping
+//! pairs that already have a vote.
 
 use rand::seq::SliceRandom;
 use std::collections::{HashMap, HashSet};
 
 use crate::{
     path_types::ItemId,
-    ranking::connected_components_from_voted_pairs,
+    ranking::{connected_components_from_voted_pairs, ranked_items},
     reducer::{GlobalTree, GroupState},
 };
 
@@ -28,36 +36,77 @@ fn pair_is_voted(group: &GroupState, a: &ItemId, b: &ItemId) -> bool {
     group.voted_pairs.contains(&(i, j))
 }
 
-/// Component id per pool item: voted-pairs graph components plus one id per
-/// never-voted child.
-fn component_ids(group: &GroupState, pool: &[ItemId]) -> HashMap<ItemId, usize> {
+/// Voted-pairs layout for pool items: component id per item plus which ids are
+/// multi-node voted components (ranked groups in the UI).
+struct ComponentLayout {
+    ids: HashMap<ItemId, usize>,
+    established: HashSet<usize>,
+}
+
+fn component_layout(group: &GroupState, pool: &[ItemId]) -> ComponentLayout {
     let n = group.idx_to_item.len();
     let (comps, isolates) =
         connected_components_from_voted_pairs(n, group.voted_pairs.iter().copied());
 
-    let mut out: HashMap<ItemId, usize> = HashMap::new();
+    let mut established = HashSet::new();
+    let mut ids: HashMap<ItemId, usize> = HashMap::new();
     for (comp_idx, comp) in comps.iter().enumerate() {
+        if comp.len() >= 2 {
+            established.insert(comp_idx);
+        }
         for &idx in comp {
             if idx < n {
-                out.insert(group.idx_to_item[idx].clone(), comp_idx);
+                ids.insert(group.idx_to_item[idx].clone(), comp_idx);
             }
         }
     }
     let mut next = comps.len();
     for &idx in &isolates {
         if idx < n {
-            out.insert(group.idx_to_item[idx].clone(), next);
+            ids.insert(group.idx_to_item[idx].clone(), next);
             next += 1;
         }
     }
     for item in pool {
-        out.entry(item.clone()).or_insert_with(|| {
+        ids.entry(item.clone()).or_insert_with(|| {
             let id = next;
             next += 1;
             id
         });
     }
-    out
+    ComponentLayout { ids, established }
+}
+
+/// Every pool child shares one multi-node voted component (spanning tree phase done).
+fn pool_fully_connected(layout: &ComponentLayout, pool: &[ItemId]) -> bool {
+    if pool.len() < 2 {
+        return false;
+    }
+    let mut comp_id = None;
+    for item in pool {
+        let Some(id) = layout.ids.get(item) else {
+            return false;
+        };
+        if !layout.established.contains(id) {
+            return false;
+        }
+        match comp_id {
+            None => comp_id = Some(*id),
+            Some(expected) if expected == *id => {}
+            _ => return false,
+        }
+    }
+    comp_id.is_some()
+}
+
+/// Pool children that appear in `group`, sorted best rank first.
+fn ranked_pool_order(group: &GroupState, pool: &[ItemId]) -> Vec<ItemId> {
+    let pool_set: HashSet<_> = pool.iter().collect();
+    ranked_items(group)
+        .into_iter()
+        .map(|r| r.item)
+        .filter(|id| pool_set.contains(id))
+        .collect()
 }
 
 #[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
@@ -72,19 +121,108 @@ enum PairPriority {
     WithinVoted = 3,
 }
 
-fn pair_priority(
+/// Tie-break among unvoted bridge pairs.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+enum BridgeSubPriority {
+    /// Both endpoints lie in established (multi-node) voted components.
+    MergeEstablished = 0,
+    /// One established component member and one never-voted child.
+    AttachIsolate = 1,
+    /// Two never-voted children (separate singleton components).
+    IsolatePair = 2,
+}
+
+/// Tie-break among within-component pairs once the pool is one connected group.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+struct WithinSubPriority {
+    /// 1 = adjacent ranks (i vs i+1); larger = farther apart in the order.
+    rank_gap: usize,
+    /// min rank index of the two — zip from the top (1 vs 2 before 2 vs 3).
+    zip_index: usize,
+}
+
+const WITHIN_SUB_WORST: WithinSubPriority = WithinSubPriority {
+    rank_gap: usize::MAX,
+    zip_index: usize::MAX,
+};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+struct PairSortKey {
+    priority: PairPriority,
+    bridge_sub: BridgeSubPriority,
+    within_sub: WithinSubPriority,
+}
+
+fn item_in_established(layout: &ComponentLayout, item: &ItemId) -> bool {
+    layout
+        .ids
+        .get(item)
+        .is_some_and(|id| layout.established.contains(id))
+}
+
+fn bridge_sub_priority(layout: &ComponentLayout, a: &ItemId, b: &ItemId) -> BridgeSubPriority {
+    let a_est = item_in_established(layout, a);
+    let b_est = item_in_established(layout, b);
+    match (a_est, b_est) {
+        (true, true) => BridgeSubPriority::MergeEstablished,
+        (true, false) | (false, true) => BridgeSubPriority::AttachIsolate,
+        (false, false) => BridgeSubPriority::IsolatePair,
+    }
+}
+
+fn within_sub_priority(
+    group: &GroupState,
+    pool: &[ItemId],
+    layout: &ComponentLayout,
+    a: &ItemId,
+    b: &ItemId,
+) -> WithinSubPriority {
+    if !pool_fully_connected(layout, pool) {
+        return WITHIN_SUB_WORST;
+    }
+    let order = ranked_pool_order(group, pool);
+    let (Some(i), Some(j)) = (order.iter().position(|x| x == a), order.iter().position(|x| x == b))
+    else {
+        return WITHIN_SUB_WORST;
+    };
+    WithinSubPriority {
+        rank_gap: i.abs_diff(j),
+        zip_index: i.min(j),
+    }
+}
+
+fn pair_sort_key(
     group: &GroupState,
-    components: &HashMap<ItemId, usize>,
+    pool: &[ItemId],
+    layout: &ComponentLayout,
     a: &ItemId,
     b: &ItemId,
-) -> PairPriority {
+) -> PairSortKey {
     let voted = pair_is_voted(group, a, b);
-    let bridge = components.get(a) != components.get(b);
-    match (bridge, voted) {
+    let bridge = layout.ids.get(a) != layout.ids.get(b);
+    let priority = match (bridge, voted) {
         (true, false) => PairPriority::BridgeUnvoted,
         (false, false) => PairPriority::WithinUnvoted,
         (true, true) => PairPriority::BridgeVoted,
         (false, true) => PairPriority::WithinVoted,
+    };
+    let bridge_sub = if priority == PairPriority::BridgeUnvoted {
+        bridge_sub_priority(layout, a, b)
+    } else {
+        BridgeSubPriority::MergeEstablished
+    };
+    let within_sub = if matches!(
+        priority,
+        PairPriority::WithinUnvoted | PairPriority::WithinVoted
+    ) {
+        within_sub_priority(group, pool, layout, a, b)
+    } else {
+        WITHIN_SUB_WORST
+    };
+    PairSortKey {
+        priority,
+        bridge_sub,
+        within_sub,
     }
 }
 
@@ -109,9 +247,12 @@ fn candidate_pairs(pool: &[ItemId], exclude: Option<(&ItemId, &ItemId)>) -> Vec<
 
 /// Pick the next pair to vote on within `pool`.
 ///
-/// 1. Prefer unvoted **bridge** pairs (connect separate ranking components).
-/// 2. Then unvoted within-component pairs (refinement).
-/// 3. Then already-voted pairs (re-compare).
+/// 1. Prefer unvoted **bridge** pairs (connect separate ranking components),
+///    with sub-priority: merge established components, attach an isolate to
+///    established, then compare two isolates.
+/// 2. Then unvoted within-component pairs; when the pool is one connected group,
+///    prefer adjacent ranks (1 vs 2, 2 vs 3, …) in order, skipping voted pairs.
+/// 3. Then already-voted pairs (re-compare), with the same zip ordering.
 pub fn suggest_next_pair_in_pool(
     group: &GroupState,
     pool: &[ItemId],
@@ -121,15 +262,15 @@ pub fn suggest_next_pair_in_pool(
     if candidates.is_empty() {
         return None;
     }
-    let components = component_ids(group, pool);
+    let layout = component_layout(group, pool);
     let best = candidates
         .iter()
-        .map(|(a, b)| (pair_priority(group, &components, a, b), (a, b)))
-        .min_by_key(|(p, _)| *p)?
+        .map(|(a, b)| (pair_sort_key(group, pool, &layout, a, b), (a, b)))
+        .min_by_key(|(k, _)| *k)?
         .0;
     let best_pairs: Vec<(ItemId, ItemId)> = candidates
         .into_iter()
-        .filter(|(a, b)| pair_priority(group, &components, a, b) == best)
+        .filter(|(a, b)| pair_sort_key(group, pool, &layout, a, b) == best)
         .collect();
     best_pairs.choose(&mut rand::thread_rng()).cloned()
 }
@@ -303,6 +444,38 @@ mod tests {
         assert!(from_ab && from_cd, "expected bridge pair, got {:?}", chosen);
     }
 
+    #[test]
+    fn suggest_prefers_attach_over_isolate_pair_among_many_unranked() {
+        let parent = ItemId::parse("reddit.com/r/rust").unwrap();
+        let mut tree = seed_children(
+            &parent,
+            &[
+                "reddit.com/r/rust/a",
+                "reddit.com/r/rust/b",
+                "reddit.com/r/rust/c",
+                "reddit.com/r/rust/d",
+                "reddit.com/r/rust/e",
+            ],
+        );
+        let ab =
+            VoteData::from_recorded(1, "reddit.com/r/rust/a", "reddit.com/r/rust/b", 2, 1).unwrap();
+        tree.apply_vote(&parent, ab);
+        let group = tree.get(&parent).unwrap().local_ranking.clone();
+        let pool = children_of(&tree, &parent);
+        let pair = suggest_next_pair_in_pool(&group, &pool, None).unwrap();
+        let chosen = pair_set(&pair);
+        let from_ab =
+            chosen.contains("reddit.com/r/rust/a") || chosen.contains("reddit.com/r/rust/b");
+        let from_cde = chosen.contains("reddit.com/r/rust/c")
+            || chosen.contains("reddit.com/r/rust/d")
+            || chosen.contains("reddit.com/r/rust/e");
+        assert!(
+            from_ab && from_cde,
+            "expected ranked+unranked attach, got {:?}",
+            chosen
+        );
+    }
+
     #[test]
     fn suggest_connects_isolate_to_existing_component() {
         let parent = ItemId::parse("reddit.com/r/rust").unwrap();
@@ -325,6 +498,65 @@ mod tests {
         assert!(chosen.contains("reddit.com/r/rust/a") || chosen.contains("reddit.com/r/rust/b"));
     }
 
+    #[test]
+    fn suggest_zips_adjacent_ranks_when_tree_complete() {
+        let parent = ItemId::parse("reddit.com/r/rust").unwrap();
+        let mut tree = seed_children(
+            &parent,
+            &[
+                "reddit.com/r/rust/a",
+                "reddit.com/r/rust/b",
+                "reddit.com/r/rust/c",
+            ],
+        );
+        // Star at a connects all three; b-c is the only unvoted adjacent pair left.
+        for (a, b, l, r) in [
+            ("reddit.com/r/rust/a", "reddit.com/r/rust/b", 3, 1),
+            ("reddit.com/r/rust/a", "reddit.com/r/rust/c", 2, 1),
+        ] {
+            let v = VoteData::from_recorded(1, a, b, l, r).unwrap();
+            tree.apply_vote(&parent, v);
+        }
+        let group = tree.get(&parent).unwrap().local_ranking.clone();
+        let pool = children_of(&tree, &parent);
+        let pair = suggest_next_pair_in_pool(&group, &pool, None).unwrap();
+        let chosen = pair_set(&pair);
+        // a-b and a-c voted;

… preview truncated; 1,687 characters omitted

download full diff A

B — c_c124c217f89c (tommy-mor)

message

[8d8230d1] reddit

diff preview

diff --git a/.gitignore b/.gitignore
index 4c7073f9fac0c30fd2050d79a60ef447af58ebeb..ada462e900d24a3a6d08165d158c80f79c35a5a5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,3 +7,4 @@
 data/
 repomix-output.xml
 dev-data/
+.env
diff --git a/server/Cargo.toml b/server/Cargo.toml
index 7906a8547d56b8e6a48ef59c37aa82a8510fdee9..4677fedcb45292eebebe7e9cf6ce2f5738f18ddf 100644
--- a/server/Cargo.toml
+++ b/server/Cargo.toml
@@ -16,6 +16,7 @@ tower = "0.5"
 tower-http = { version = "0.5", features = ["trace"] }
 tracing = "0.1"
 tracing-subscriber = { version = "0.3", features = ["env-filter"] }
+reqwest = { version = "0.12", features = ["json"] }
 
 [dev-dependencies]
 reqwest = { version = "0.12", features = ["json"] }
diff --git a/server/src/html/mod.rs b/server/src/html/mod.rs
index 2864407ed6e8ec284a1dc663acf1805534566b62..df6505021d9f446c2b453e20e3eb3cf696a111f9 100644
--- a/server/src/html/mod.rs
+++ b/server/src/html/mod.rs
@@ -272,5 +272,16 @@ pub async fn home(State(state): State<AppState>, uri: Uri) -> impl IntoResponse
 
 pub async fn browse(State(state): State<AppState>, uri: Uri) -> impl IntoResponse {
     let item = ItemId::from_browse_uri(uri.path()).unwrap_or(ItemId::root());
+    if item.as_str().starts_with("reddit.com") {
+        let needs_fetch = {
+            let tree = state.tree.read().await;
+            tree.get(&item)
+                .map(|n| n.data.is_none())
+                .unwrap_or(true)
+        };
+        if needs_fetch {
+            state.reddit.request_fetch(item.clone());
+        }
+    }
     item_page(state, uri, item).await
 }
diff --git a/server/src/reddit.rs b/server/src/reddit.rs
index d203dca09245daf869b3aa942898447700ae69fb..90053ad03b1d7c8e94f325dd4ee64c2b4f7da900 100644
--- a/server/src/reddit.rs
+++ b/server/src/reddit.rs
@@ -1,4 +1,12 @@
-//! Reddit API import (async, decoupled from UI request path).
+//! Reddit API import via a single background worker (rate limits, dedup, backoff).
+
+use std::collections::{HashMap, HashSet};
+use std::sync::Arc;
+use std::time::{Duration, Instant};
+
+use reqwest::{header, Client, StatusCode};
+use serde::Deserialize;
+use tokio::sync::{mpsc, RwLock};
 
 use crate::{
     path_types::ItemId,
@@ -10,12 +18,401 @@ pub fn ensure_partial_tree(tree: &mut GlobalTree, id: &ItemId) {
     tree.ensure_path(id);
 }
 
-/// Placeholder for Reddit JSON import. Returns entity data when implemented.
-pub async fn fetch_reddit_entity(_id: &ItemId) -> Option<EntityData> {
-    None
+pub struct RedditCommand {
+    pub id: ItemId,
+}
+
+#[derive(Clone)]
+pub struct RedditBroker {
+    tx: mpsc::Sender<RedditCommand>,
+}
+
+#[derive(Clone)]
+struct RedditCredentials {
+    client_id: String,
+    client_secret: String,
+}
+
+struct OAuthToken {
+    access_token: String,
+    expires_at: Instant,
+}
+
+impl RedditBroker {
+    pub fn spawn(tree: Arc<RwLock<GlobalTree>>, user_agent: &str) -> Self {
+        let (tx, rx) = mpsc::channel(100);
+
+        let mut headers = header::HeaderMap::new();
+        headers.insert(
+            header::USER_AGENT,
+            header::HeaderValue::from_str(user_agent).expect("valid user agent"),
+        );
+
+        let client = Client::builder()
+            .default_headers(headers)
+            .timeout(Duration::from_secs(15))
+            .build()
+            .expect("reqwest client");
+
+        let creds = RedditCredentials::from_env();
+        tokio::spawn(reddit_worker(rx, tree, client, creds));
+
+        Self { tx }
+    }
+
+    /// Fire-and-forget: queue a fetch; worker updates the tree when done.
+    pub fn request_fetch(&self, id: ItemId) {
+        let _ = self.tx.try_send(RedditCommand { id });
+    }
+}
+
+impl RedditCredentials {
+    fn from_env() -> Option<Self> {
+        let client_id = std::env::var("REDDIT_CLIENT_ID").ok()?;
+        let client_secret = std::env::var("REDDIT_CLIENT_SECRET").ok()?;
+        if client_id.is_empty() || client_secret.is_empty() {
+            return None;
+        }
+        Some(Self {
+            client_id,
+            client_secret,
+        })
+    }
+}
+
+pub fn default_user_agent() -> String {
+    std::env::var("REDDIT_USER_AGENT").unwrap_or_else(|_| {
+        "web:sorter2.social:v0.0.1 (by /u/sorter2)".to_string()
+    })
 }
 
-/// Apply fetched entity data to a node (called from async worker).
-pub fn apply_entity(tree: &mut GlobalTree, id: &ItemId, data: EntityData) {
-    tree.set_entity_data(id, data);
+async fn reddit_worker(
+    mut rx: mpsc::Receiver<RedditCommand>,
+    tree: Arc<RwLock<GlobalTree>>,
+    client: Client,
+    creds: Option<RedditCredentials>,
+) {
+    let mut in_flight = HashSet::new();
+    let mut recently_fetched: HashMap<ItemId, Instant> = HashMap::new();
+    let mut current_delay = Duration::from_secs(1);
+    let mut oauth: Option<OAuthToken> = None;
+    let cache_ttl = Duration::from_secs(300);
+
+    while let Some(cmd) = rx.recv().await {
+        let now = Instant::now();
+        recently_fetched.retain(|_, t| now.duration_since(*t) < cache_ttl);
+
+        if in_flight.contains(&cmd.id) || recently_fetched.contains_key(&cmd.id) {
+            continue;
+        }
+
+        in_flight.insert(cmd.id.clone());
+        let fetch_id = cmd.id.clone();
+
+        tokio::time::sleep(current_delay).await;
+
+        if let Some(c) = &creds {
+            oauth = ensure_oauth_token(&client, c, oauth.take()).await;
+        }
+
+        let token = oauth.as_ref().map(|t| t.access_token.as_str());
+        let use_oauth = token.is_some();
+
+        match do_fetch(&client, &fetch_id, use_oauth, token).await {
+            Ok(FetchOutcome::Entity(data)) => {
+                let mut w = tree.write().await;
+                w.set_entity_data(&fetch_id, data);
+                recently_fetched.insert(fetch_id.clone(), Instant::now());
+                current_delay = Duration::from_millis(600);
+            }
+            Ok(FetchOutcome::NotFound) => {
+                recently_fetched.insert(fetch_id.clone(), Instant::now());
+            }
+            Ok(FetchOutcome::RateLimited { reset_secs }) => {
+                let wait = Duration::from_secs(reset_secs.max(1));
+                tracing::warn!(
+                    "Reddit rate limit for {}; sleeping {}s",
+                    fetch_id,
+                    wait.as_secs()
+                );
+                tokio::time::sleep(wait).await;
+                current_delay = (current_delay * 2).min(Duration::from_secs(60));
+            }
+            Err(e) => {
+                tracing::warn!("Reddit fetch failed for {}: {}", fetch_id, e);
+                current_delay = (current_delay * 2).min(Duration::from_secs(60));
+            }
+        }
+
+        in_flight.remove(&fetch_id);
+    }
+}
+
+enum FetchOutcome {
+    Entity(EntityData),
+    NotFound,
+    RateLimited { reset_secs: u64 },
+}
+
+async fn ensure_oauth_token(
+    client: &Client,
+    creds: &RedditCredentials,
+    existing: Option<OAuthToken>,
+) -> Option<OAuthToken> {
+    if let Some(t) = existing {
+        if Instant::now() < t.expires_at - Duration::from_secs(60) {
+            return Some(t);
+        }
+    }
+
+    let resp = client
+        .post("https://www.reddit.com/api/v1/access_token")
+        .basic_auth(&creds.client_id, Some(&creds.client_secret))
+        .form(&[("grant_type", "client_credentials")])
+        .send()
+        .await;
+
+    let resp = match resp {
+        Ok(r) => r,
+        Err(e) => {
+            tracing::warn!("Reddit OAuth token request failed: {e}");
+            return None;
+        }
+    };
+
+    if !resp.status().is_success() {
+        tracing::warn!("Reddit OAuth token HTTP {}", resp.status());
+        return None;
+    }
+
+    #[derive(Deserialize)]
+    struct TokenResponse {
+        access_token: String,
+        expires_in: u64,
+    }
+
+    let body: TokenResponse = match resp.json().await {
+        Ok(b) => b,
+        Err(e) => {
+            tracing::warn!("Reddit OAuth token parse failed: {e}");
+            return None;
+        }
+    };
+
+    Some(OAuthToken {
+        access_token: body.access_token,
+        expires_at: Instant::now() + Duration::from_secs(body.expires_in),
+    })
+}
+
+async fn do_fetch(
+    client: &Client,
+    id: &ItemId,
+    use_oauth: bool,
+    bearer: Option<&str>,
+) -> Result<FetchOutcome, String> {
+    let url = map_item_to_reddit_api(id, use_oauth);
+    if url.is_empty() {
+        return Ok(FetchOutcome::NotFound);
+    }
+
+    let mut req = client.get(&url);
+    if let Some(token) = bearer {
+        req = req.bearer_auth(token);
+    }
+
+    let resp = req.send().await.map_err(|e| e.to_string())?;
+
+    if resp.status() == StatusCode::TOO_MANY_REQUESTS {
+        let reset = rate_limit_reset_secs(&resp);
+        return Ok(FetchOutcome::RateLimited { reset_secs: reset });
+    }
+
+    if resp.status() == StatusCode::SERVICE_UNAVAILABLE {
+        return Err("Reddit unavailable (503)".to_string());
+    }
+
+    if !resp.status().is_success() {
+        return Ok(FetchOutcome::NotFound);
+    }
+
+    if rate_limit_remaining(&resp) == Some(0) {
+        let reset = rate_limit_reset_secs(&resp);
+        return Ok(FetchOutcome::RateLimited { reset_secs: reset });
+    }
+
+    let bytes = resp.bytes().await.map_err(|e| e.to_string())?;
+    Ok(parse_reddit_json(id, &bytes)
+        .map(FetchOutcome::Entity)
+        .unwrap_or(FetchOutcome::NotFound))
+}
+
+fn rate_limit_remaining(resp: &reqwest::Response) -> Option<u64> {
+    resp.headers()
+        .get("x-ratelimit-remaining")
+        .and_then(|v| v.to_str().ok())
+        .and_then(|s| s.parse::<f64>().ok())
+        .map(|f| f.floor() as u64)
+}
+
+fn rate_limit_reset_secs(resp: &reqwest::Response) -> u64 {
+    resp.headers()
+        .get("x-ratelimit-reset")
+        .and_then(|v| v.to_str().ok())
+        .and_then(|s| s.parse::<f64>().ok())
+        .map(|f| f.ceil() as u64)
+        .unwrap_or(5)
+}
+
+/// Map canonical item id to Reddit JSON API URL.
+pub fn map_item_to_reddit_api(id: &ItemId, oauth: bool) -> String {
+    let path = id.as_str();
+    if !path.starts_with("reddit.com/") && path != "reddit.com" {
+        return String::new();
+    }
+
+    let base = if oauth {
+        "https://oauth.reddit.com"
+    } else {
+        "https://www.reddit.com"
+    };
+
+    let segments: Vec<&str> = path.split('/').collect();
+
+    if let Some(i) = segments.iter().position(|&p| p == "comments") {
+        if segments.len() > i + 1 {
+            let api_path = segments[1..=i + 1].join("/");
+            return format!("{base}/{api_path}.json?raw_json=1");
+        }
+    }
+
+    if segments.len() == 3 && segments[1] == "r" {
+        return format!("{base}/r/{}/about.json?raw_json=1", segments[2]);
+    }
+
+    String::new()
+}
+
+fn parse_reddit_json(id: &ItemId, bytes: &[u8]) -> Option<EntityData> {
+    let v: serde_json::Value = serde_json::from_slice(bytes).ok()?;
+    let segments: Vec<&str> = id.as_str().split('/').collect();
+
+    if segments.iter().any(|&p| p == "comments") {
+        parse_post_listing(&v)
+    } else {
+        parse_subreddit_about(&v)
+    }
+}
+
+fn parse_subreddit_about(v: &serde_json::Value) -> Option<EntityData> {
+    let data = v.get("data")?;
+    let title = data
+        .get("title")
+        .or_else(|| data.get("display_name"))
+        .and_then(|t| t.as_str())?
+        .to_string();
+    let body_html = data
+        .get("public_description_html")
+        .or_else(|| data.get("public_description"))
+        .and_then(|t| t.as_str())
+        .map(|s| s.to_string());
+    let thumb_url = data
+        .get("icon_img")
+        .or_else(|| data.get("community_icon"))
+        .and_then(|t| t.as_str())
+        .filter(|s| !s.is_empty())
+        .map(|s| s.to_string());
+
+    Some(EntityData {
+        title,
+        author: None,
+        body_html,
+        thumb_url,
+    })
+}
+
+fn parse_post_listing(v: 

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