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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 on a live, ordered result set; without a deterministic tie-breaker (id) tied created_at values shift between executions, and concurrent inserts move the window so rows duplicate or disappear across pages. |
| FEED-455 | REAL | NOT IN with a subquery that can return NULL (blocked_user_id is NULL after ON DELETE SET NULL); value <> NULL is UNKNOWN, so the predicate is false for every row and the result set is empty. |
| FEED-460 | NOT A BUG | The query orders is_pinned DESC first; the March comment is pinned (is_pinned = true) and belongs at the top, the remainder are correctly newest-first. |
Wrong. A saturated pg pool never returns a “partial” result set. pool.query queues the call until a client is free; if a timeout is configured it throws, but the query either runs to completion and returns all rows or errors out entirely. Sam is describing truncation, which PostgreSQL does not do under pool pressure. The empty feed is the NOT IN / NULL evaluation rule: x NOT IN (SELECT …) is NOT (x = ANY(…)); when the subquery contains a NULL (from ON DELETE SET NULL), x = NULL is UNKNOWN, so ANY yields UNKNOWN, NOT yields UNKNOWN, and the WHERE clause treats UNKNOWN as false—filtering out every comment.
FEED-455
Wrong lines:
AND c.author_id NOT IN (
SELECT b.blocked_user_id
FROM blocks b
WHERE b.user_id = $2
)
Replacement:
AND NOT EXISTS (
SELECT 1
FROM blocks b
WHERE b.user_id = $2
AND b.blocked_user_id = c.author_id
)
Why: NOT IN fails when the subquery returns NULL because equality with NULL is UNKNOWN and the whole predicate collapses to false; NOT EXISTS checks for a matching row and is immune to NULL values.
FEED-441 — yes, this changes the API shape. Smallest shippable version: replace page: number with after?: { isPinned: boolean; createdAt: Date; id: string }, drop OFFSET, add c.id DESC to the ORDER BY, filter with a tuple comparison (c.is_pinned, c.created_at, c.id) < (cursor…), and determine hasMore from rowCount === PAGE_SIZE. The count query must also apply the same block filter.
Wrong lines (pagination and count):
export async function getCommentPage(
threadId: string,
viewerId: string,
page: number
): Promise<Page> {
const offset = (Math.max(1, page) - 1) * PAGE_SIZE;
and
ORDER BY c.is_pinned DESC, c.created_at DESC
LIMIT $3 OFFSET $4`,
[threadId, viewerId, PAGE_SIZE, offset]
and
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]
);
Replacement concept (smallest version): change signature to accept after?, replace the SQL with ORDER BY c.is_pinned DESC, c.created_at DESC, c.id DESC LIMIT $3 plus AND ($4::boolean IS NULL OR (c.is_pinned, c.created_at, c.id) < ($4, $5, $6)), pass cursor values, and replace hasMore: offset + rows.rowCount < total with hasMore: rows.rowCount === PAGE_SIZE. Fix the count query by adding the same NOT EXISTS block filter and passing viewerId.
Why: Cursor (keyset) pagination is stable against concurrent inserts; adding c.id DESC makes the ordering deterministic; matching the count filter makes total and hasMore correct.
FEED-460 — no patch; not a bug.
total and hasMore are wrong for anyone with blocks:
`SELECT count(*) AS count FROM comments c WHERE c.thread_id = $1 AND c.is_deleted = false`
blocks table allows duplicate rows because it has no unique constraint on (user_id, blocked_user_id):
CREATE TABLE blocks ( ... blocked_user_id uuid REFERENCES users(id) ON DELETE SET NULL, ... );