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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 a live feed: comments inserted between page fetches slide the window (duplicates on the next page), and ORDER BY ... created_at DESC has no id tiebreaker so tied timestamps (now() is the transaction timestamp — same-transaction inserts tie routinely) can come back in different orders per fetch, letting rows fall between pages. Worst where the insert rate is highest, i.e. the busy live threads. |
| FEED-455 | REAL | NOT IN expands to x <> v1 AND x <> v2 AND …; any comparison with NULL is UNKNOWN, and TRUE AND UNKNOWN is UNKNOWN, and WHERE keeps only TRUE — so a single NULL blocked_user_id (which ON DELETE SET NULL produces when a blocked account is deleted) excludes every row. Heavy blockers with long account history are guaranteed to have one; a brand-new account's empty block list makes NOT IN over an empty set TRUE, i.e. fine. |
| FEED-460 | NOT A BUG | The March comment is pinned. ORDER BY c.is_pinned DESC deliberately floats pinned comments above all unpinned ones regardless of age, so exactly one old comment sitting above an otherwise correctly descending page is the pin feature working as designed. |
Sam is wrong about the mechanism (right only about the trivia: pg's Pool does default to max: 10). A saturated pool never returns partial results. When all clients are checked out, pool.query queues the call and runs it when a client is released — connectionTimeoutMillis defaults to 0, i.e. wait indefinitely; if it were set, the caller gets a timeout error, never rows. And PostgreSQL itself never silently truncates a result set: a statement either streams all its rows to completion or raises an error. So pool saturation looks like latency or timeouts, never deterministic emptiness. The evidence also contradicts him: the four users correlate on block count and account age, not on time of day or load, and a pool artifact would hit the no-block users at peak too.
FEED-441 — said plainly: this cannot be fixed in one line. Page numbers over OFFSET are structurally wrong on a feed that takes inserts, so the API shape changes: page becomes a cursor. Smallest version I'd actually ship:
Wrong, 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 — caller passes after = { isPinned, createdAt, id } of the last comment on the previous page (null for the first page):
AND ($5::boolean IS NULL OR
(c.is_pinned, c.created_at, c.id) < ($5, $6, $7))
ORDER BY c.is_pinned DESC, c.created_at DESC, c.id DESC
LIMIT $3
with params [threadId, viewerId, PAGE_SIZE, after?.isPinned ?? null, after?.createdAt ?? null, after?.id ?? null], and hasMore: rows.rowCount === PAGE_SIZE.
Why it fixes it: the cursor anchors the next page to the last row already seen, so inserts above it can no longer slide the window (no duplicates or skips), and c.id DESC makes the sort a total order so tied created_at values can't trade places between fetches. Row-value < is lexicographic — a < x OR (a = x AND (b < y OR (b = y AND c < z))) — the exact inverse of the three-key DESC sort, and false < true makes it agree with is_pinned DESC (this also stays correct past 20 pinned comments, which a (created_at, id)-only cursor would not).
FEED-455 — wrong, verbatim:
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 it fixes it: NOT EXISTS evaluates equality per row, and NULL = author_id is never true, so tombstoned blocks (blocked_user_id NULL) are simply ignored instead of making the whole predicate UNKNOWN for every comment.
`SELECT count(*) AS count
FROM comments c
WHERE c.thread_id = $1
AND c.is_deleted = false`,
Blocking viewers get an inflated "N comments" header and hasMore stays true past the real last page, so clients fetch a phantom empty page.
blocks has no key at all:CREATE TABLE blocks (
user_id uuid NOT NULL REFERENCES users(id) ON DELETE CASCADE,
No PRIMARY KEY (user_id, blocked_user_id) means nothing prevents duplicate block rows, and there's no index on user_id, so the per-page block filter (the NOT IN or its NOT EXISTS replacement) can't use one. Adding that primary key fixes both in a single line.