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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 | ORDER BY c.is_pinned DESC, c.created_at DESC is not a total order — created_at has ties (now() is per-transaction, so batched/backfilled rows on big threads share exact timestamps), and SQL leaves the order of tied rows unspecified, so it can differ between the page-1 and page-2 executions; OFFSET windows then overlap (dupes) or skip rows (missing). |
| FEED-455 | REAL | blocked_user_id is NULL for blocks of deleted accounts (ON DELETE SET NULL, per the schema comment); one NULL in a NOT IN list makes the predicate non-TRUE for every row, so any viewer who has blocked a since-deleted account gets zero comments. |
| FEED-460 | NOT A BUG | The March comment is pinned: the query sorts is_pinned DESC before created_at DESC, deliberately floating pins above the newest-first remainder — which is exactly the page Dev describes. |
Sam is right about one fact — pg's default max is 10 and this code doesn't override it — and wrong about the mechanism. A saturated pg pool does not return partial result sets. When no client is free, pool.query() enqueues the request and waits for a client; once it gets one, the query runs to completion and resolves with the full result set or rejects with an error. Pool exhaustion manifests as queueing latency and, eventually, timeouts — errors, never silent truncation — and a statement_timeout also produces an error, not a partial result. The observed behavior contradicts his theory on its face: FEED-455 is deterministic per-account (only heavy blockers, reproducible, brand-new accounts never affected), not load-correlated randomness, and the separate count query still returns the full total. Bumping max to 50 would buy latency headroom at best and put 5× the concurrent load on the database while leaving the actual bug — the NULL NOT IN — untouched.
FEED-441
Wrong:
ORDER BY c.is_pinned DESC, c.created_at DESC
Replacement:
ORDER BY c.is_pinned DESC, c.created_at DESC, c.id DESC
Why: c.id is unique, so the sort becomes a total order and each OFFSET window is a deterministic, non-overlapping slice — pages can no longer duplicate or drop tied rows.
This fix does not change the shape of the API — it is a one-line ORDER BY change, no cursor migration needed.
FEED-455
Wrong:
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 EXISTS is NULL-safe — a NULL blocked_user_id simply never matches, whereas NOT IN over a list containing NULL kills every row. (The truly minimal alternative is adding AND b.blocked_user_id IS NOT NULL inside the subquery; NOT EXISTS is also the better long-term form.)
The rule, stated exactly: x NOT IN (subquery) is defined as x <> ALL (subquery), i.e. x <> r1 AND x <> r2 AND …. Any comparison against NULL yields NULL (unknown), a conjunction containing unknown is never TRUE, and WHERE keeps only rows where the predicate is TRUE — so one NULL in the subquery result returns zero rows. An empty subquery, by contrast, makes ALL vacuously TRUE, which is why accounts with no blocks are unaffected. Long-standing heavy blockers almost certainly have at least one block whose target was deleted and nulled, which matches the ticket's profile exactly.
total ignores the viewer's blocks, so hasMore lies for blockers: hasMore: offset + rows.rowCount < total,
The count query has no block predicate, so a viewer who blocked authors in the thread gets an inflated "N comments" header and hasMore stays true past the last visible comment — the client fetches guaranteed-empty pages. Apply the same block predicate to the count (or fetch PAGE_SIZE+1 rows and derive hasMore).
WHERE b.user_id = $2
The schema defines no index on blocks(user_id), so every one of ~4k req/s feed requests seq-scans the entire blocks table (and this gets worse, not better, after the NOT EXISTS rewrite). Add CREATE INDEX ON blocks (user_id);.