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You are the engineer on call. Three tickets have come in against the comment feed. Some of them are bugs. Some of them may not be.
Your job is triage and a minimal fix — not a rewrite.
FEED-441 — opened by Ama (Support)
Comments are appearing on page 1 and then again on page 2. Different comments go missing entirely — a user linked us a comment of their own that they cannot find by paging through the thread it is in, and it is definitely still there, the direct link works.
Worst on the big threads. The busy live ones are unusable.
FEED-455 — opened by Ama (Support)
Four users this week with a completely empty feed. Not slow — empty. "No comments yet" on threads with thousands.
All four are long-standing accounts. The only thing I can find in common is that they all use the block feature a lot. One of them has 200-odd blocks. A brand new account with no blocks has never reported this.
FEED-460 — opened by Dev (Ops)
Sort order is broken on page 1. Newest first is the entire point of this feed and I am looking at a thread whose top comment is from March. Scroll down and the rest of the page is correctly ordered, newest at the top of the remainder. Just that one at the top is wrong.
Comment on FEED-455 from Sam (Data), 2 days ago
Seen this before at my last place. It is the connection pool —
pgdefaults to 10 clients and we are saturating it under load, so some queries come back partial instead of erroring. That is also why it looks random. Bumpmaxto 50 and add a statement timeout.
CREATE TABLE users (
id uuid PRIMARY KEY,
handle text NOT NULL UNIQUE,
created_at timestamptz NOT NULL DEFAULT now()
);
CREATE TABLE threads (
id uuid PRIMARY KEY,
title text NOT NULL
);
CREATE TABLE comments (
id uuid PRIMARY KEY,
thread_id uuid NOT NULL REFERENCES threads(id) ON DELETE CASCADE,
author_id uuid NOT NULL REFERENCES users(id),
body text NOT NULL,
is_pinned boolean NOT NULL DEFAULT false,
is_deleted boolean NOT NULL DEFAULT false,
created_at timestamptz NOT NULL DEFAULT now()
);
CREATE INDEX comments_thread_created_idx
ON comments (thread_id, created_at DESC);
CREATE TABLE blocks (
user_id uuid NOT NULL REFERENCES users(id) ON DELETE CASCADE,
-- Nulled rather than deleted when the blocked account is removed, so the
-- block survives an account being recreated on the same handle.
blocked_user_id uuid REFERENCES users(id) ON DELETE SET NULL,
created_at timestamptz NOT NULL DEFAULT now()
);
/**
* feed/comments.ts — the comment feed query. Serves the thread view and the
* mobile API. Roughly 4k requests/second at peak.
*/
import { Pool } from "pg";
import { logger } from "../logger";
const pool = new Pool({ connectionString: process.env.DATABASE_URL });
const PAGE_SIZE = 20;
export interface Comment {
id: string;
authorHandle: string;
body: string;
isPinned: boolean;
createdAt: Date;
}
export interface Page {
comments: Comment[];
/** Total matching this thread + viewer, for the "N comments" header. */
total: number;
hasMore: boolean;
}
/**
* One page of a thread, as seen by one viewer.
*
* `page` is 1-based and comes straight off the query string.
*/
export async function getCommentPage(
threadId: string,
viewerId: string,
page: number
): Promise<Page> {
const offset = (Math.max(1, page) - 1) * PAGE_SIZE;
const rows = await pool.query<{
id: string;
handle: string;
body: string;
is_pinned: boolean;
created_at: Date;
}>(
`SELECT c.id, u.handle, c.body, c.is_pinned, c.created_at
FROM comments c
JOIN users u ON u.id = c.author_id
WHERE c.thread_id = $1
AND c.is_deleted = false
AND c.author_id NOT IN (
SELECT b.blocked_user_id
FROM blocks b
WHERE b.user_id = $2
)
ORDER BY c.is_pinned DESC, c.created_at DESC
LIMIT $3 OFFSET $4`,
[threadId, viewerId, PAGE_SIZE, offset]
);
const counted = await pool.query<{ count: string }>(
`SELECT count(*) AS count
FROM comments c
WHERE c.thread_id = $1
AND c.is_deleted = false`,
[threadId]
);
const total = Number(counted.rows[0].count);
logger.debug("feed page served", {
threadId,
viewerId,
page,
returned: rows.rowCount,
total,
});
return {
comments: rows.rows.map((r) => ({
id: r.id,
authorHandle: r.handle,
body: r.body,
isPinned: r.is_pinned,
createdAt: r.created_at,
})),
total,
hasMore: offset + rows.rowCount < total,
};
}
A table with one row per ticket, in order:
| Ticket | Verdict | Cause |
|---|---|---|
| FEED-441 | ||
| FEED-455 | ||
| FEED-460 |
Verdict is exactly one of REAL or NOT A BUG. Cause is one line — for a real bug, what is actually wrong; for a non-bug, what the reporter is actually looking at and why the code above does not have the defect they describe.
One paragraph on Sam's connection-pool explanation. Right, partly right, or wrong — and if wrong, say what a saturated pg pool actually does to a query, because it is not what he says it does.
For each ticket you marked REAL, and only those:
For FEED-441 specifically, if the correct fix changes the shape of the API rather than one line, say so plainly and give the smallest version of it you would actually ship.
Do not give me the whole file back.
At most two further defects nobody has reported, each one you can quote a line for.
If there is nothing else worth raising, write exactly Nothing else.
Every claim should be checkable against the schema and the code above, or against documented PostgreSQL behavior you can state exactly. One of these bugs turns on a rule about how SQL evaluates a specific operator — if that is your diagnosis, state the rule, do not just name it. A confident diagnosis of a bug that is not here costs you more than missing one that is.
| Ticket | Verdict | Cause |
|---|---|---|
| FEED-441 | REAL | OFFSET pagination over the non-unique ordering (is_pinned, created_at) on a live feed: ties have no deterministic order, and inserts between page fetches shift offsets, duplicating and skipping rows. |
| FEED-455 | REAL | author_id NOT IN (SELECT blocked_user_id ...) where blocked_user_id can be NULL: the rule is that if the subquery contains a NULL, x NOT IN (...) is never TRUE — it is FALSE for a match and UNKNOWN for everything else, and WHERE keeps only TRUE, so every row is filtered out. |
| FEED-460 | NOT A BUG | The March comment at the top is pinned; ORDER BY c.is_pinned DESC, c.created_at DESC deliberately puts pinned comments first regardless of age, and the remainder is correctly newest-first. |
Wrong. A saturated pg Pool does not return partial results. When all clients in the pool are busy, pool.query() waits in the pool's acquire queue — latency rises, and the caller may eventually time out or error on acquire — but a query that actually runs against Postgres returns its complete result set or an error, never a truncated/partial row set. So pool saturation cannot explain a deterministically empty feed for specific users, and bumping max to 50 would not fix FEED-455; the NULL-in-NOT IN rule above does.
FEED-441
This one cannot be fixed in one line. Adding an id tiebreaker makes tie order deterministic, but OFFSET over a live, inserting feed will still duplicate/skip rows between page fetches. The correct fix changes the API shape from page numbers to a cursor. Smallest version I would ship:
Wrong lines, verbatim:
const offset = (Math.max(1, page) - 1) * PAGE_SIZE;
ORDER BY c.is_pinned DESC, c.created_at DESC
LIMIT $3 OFFSET $4`,
Replacement — cursor (keyset) pagination on the full ordering tuple (is_pinned, created_at, id), fetching PAGE_SIZE + 1 rows to compute hasMore, and returning an opaque nextCursor encoding the last returned row's (is_pinned, created_at, id):
// getCommentPage(threadId: string, viewerId: string, cursor?: string)
// cursor = base64url(JSON { p: boolean, c: string, id: string }) of last row seen
const cur = cursor ? JSON.parse(Buffer.from(cursor, "base64url").toString()) : null;
WHERE c.thread_id = $1
AND c.is_deleted = false
AND NOT EXISTS (
SELECT 1 FROM blocks b
WHERE b.user_id = $2 AND b.blocked_user_id = c.author_id
)
AND ($5::boolean IS NULL
OR (c.is_pinned, c.created_at, c.id) < ($5, $6::timestamptz, $7::uuid))
ORDER BY c.is_pinned DESC, c.created_at DESC, c.id DESC
LIMIT $3`,
-- params: [threadId, viewerId, PAGE_SIZE + 1, /* unused offset slot removed */,
-- cur?.p ?? null, cur?.c ?? null, cur?.id ?? null]
Why that fixes it: the cursor pins the scan position to a concrete row in a total order (id breaks created_at ties), so rows inserted above the cursor between fetches cannot shift the window and cause duplicates or skips.
FEED-455
Wrong lines, verbatim:
AND c.author_id NOT IN (
SELECT b.blocked_user_id
FROM blocks b
WHERE b.user_id = $2
)
Exact replacement:
AND NOT EXISTS (
SELECT 1
FROM blocks b
WHERE b.user_id = $2
AND b.blocked_user_id = c.author_id
)
Why that fixes it: NOT EXISTS is TRUE whenever no block row matches; a NULL blocked_user_id (from ON DELETE SET NULL) simply never equals c.author_id, so it no longer poisons the predicate into UNKNOWN for every comment.
`SELECT count(*) AS count
FROM comments c
WHERE c.thread_id = $1
AND c.is_deleted = false`,
Page.total is documented as "Total matching this thread + viewer", but this counts blocked authors too, so the "N comments" header and hasMore overstate what the viewer can actually page through.
blocks table has no primary key, uniqueness constraint, or index, despite being probed on every feed request at ~4k rps. Verbatim:CREATE TABLE blocks (
user_id uuid NOT NULL REFERENCES users(id) ON DELETE CASCADE,
Add PRIMARY KEY (user_id, blocked_user_id) (or at least an index on (user_id, blocked_user_id)); as written, the per-request block lookup has nothing to use but a sequential scan, and duplicate block rows can accumulate.