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Pack mode, measured on the source watch

The source watch is the newsroom’s biggest vault: 16 commits, 29,861 files, 63,662 objects, 1,614.4 MB, growing by about 5,000 objects a pass. On 23 October it was copied, with sgit pack import, into a pack vault (7r83qic5), pushed, cloned fresh and checked file for file. The same operations were then run against both. The pack vault cloned in 95 seconds where the normal vault took 13 minutes 47 seconds, and pushed its whole history in 96 seconds, while one pass’s push to the normal vault took 2 hours 42 minutes and 12 attempts. How to move a vault is in the brief.

8.7×faster fresh clone
827 s against 95 s
96 sto push the whole history
63,662 objects, 1,221.7 MB, one go
4requests for a fresh clone
one snapshot, whatever the history
1.36×smaller on the server
1,614.4 MB to 1,184.2 MB

The same operations, side by side

Fresh clone of the whole vaultpack is 9× fasternormal (oq9gflln)read-only clone with the published read key, 22:01 UTC; the server's object listing timed out (504), so the client walked the history and fetched 34,453 file objects as it found them13 min 47 spack (7r83qic5)full clone, 16:47 UTC: one 1,221.7 MB snapshot in 4 requests (54.7 s), then unpacked95 sList the vault's objects on the serverthe normal vault timed outnormal (oq9gflln)GET /api/vault/list/oq9gflln?prefix=bare/data/ at 22:16 UTC: HTTP 504 Gateway Timeout after 90.8 sHTTP 504 after 91 spack (7r83qic5)the same call for 7r83qic5: HTTP 200 in 0.73 s0.73 sPull with nothing newpack is 8× fasternormal (oq9gflln)sgit fetch at 19:08 UTC34 spack (7r83qic5)sgit pull at 19:08 UTC4 s
The same vault, the same server, the same sandbox. Each operation has its own scale: read the labels, not the bar lengths across panels. Hover a bar for what exactly was run.
OperationNormal vault (sgit-ai 0.23.0)Pack vault (sgit-ai 0.24.0)
Fresh clone of the whole vault13 min 47 s
read-only clone with the published read key, 22:01 UTC; the server's object listing timed out (504), so the client walked the history and fetched 34,453 file objects as it found them
95 s
full clone, 16:47 UTC: one 1,221.7 MB snapshot in 4 requests (54.7 s), then unpacked
List the vault's objects on the serverHTTP 504 after 91 s
GET /api/vault/list/oq9gflln?prefix=bare/data/ at 22:16 UTC: HTTP 504 Gateway Timeout after 90.8 s
0.73 s
the same call for 7r83qic5: HTTP 200 in 0.73 s
Pull with nothing new34 s
sgit fetch at 19:08 UTC
4 s
sgit pull at 19:08 UTC

Why the normal vault got slower: the server can no longer list it

A normal vault stores every object as its own file on the server, and several operations start by asking the server for the list of them. For the watch, that list now holds over 60,000 entries, and the server’s gateway gives up first: listing bare/data/ for oq9gflln returned 504 Gateway Timeout after 90.8 seconds, while the same call for the pack vault answered in 0.73 seconds. A clone then falls back to walking the history and fetching objects as it finds them, which is why it took 827 seconds. A push that cannot list the vault fails outright: five of the attempts below. It will only get worse as the watch grows.

One pass, pushed to the normal vault

16:3017:0017:3018:0018:3019:001. 16:3216:32 to 16:55 UTC: connection reset by peer, after uploading began2. 16:5616:56 to 17:11 UTC: network or I/O failure3. 17:1117:11 to 17:36 UTC: cut at the 25-minute cap4. 17:3717:37 to 17:44 UTC: the server answered with an HTML error page: nothing was pushed5. 17:4517:45 to 17:58 UTC: connection reset by peer6. 18:0018:00 to 18:07 UTC: 504 Gateway Timeout listing the vault7. 18:0818:08 to 18:16 UTC: 504 Gateway Timeout listing the vault8. 18:1718:17 to 18:24 UTC: 504 Gateway Timeout listing the vault9. 18:2518:25 to 18:33 UTC: 504 Gateway Timeout listing the vault10. 18:3418:34 to 18:41 UTC: 504 Gateway Timeout listing the vault11. 18:4218:42 to 19:07 UTC: cut at the 25-minute cap12. 19:09 pushed19:09 to 19:14 UTC: Pushed 1 commit(s), 6161 object(s) uploaded, in 4 min 29 s
Pushing one pass (6,161 file objects) to the normal vault, 23 October: 11 failed attempts, then one that took 4 minutes 29 seconds. Hover a bar for the error. Start times are from the retry loop's log; an end is when the attempt's error was printed, or the next attempt's start less the pause between attempts. The pass had committed at 16:31 UTC; the data reached the server at 19:14 UTC.
#Start (UTC)EndOutcomeWhat happened
116:3216:55failedconnection reset by peer, after uploading began
216:5617:11failednetwork or I/O failure
317:1117:36failedcut at the 25-minute cap
417:3717:44failedthe server answered with an HTML error page: nothing was pushed
517:4517:58failedconnection reset by peer
618:0018:07failed504 Gateway Timeout listing the vault
718:0818:16failed504 Gateway Timeout listing the vault
818:1718:24failed504 Gateway Timeout listing the vault
918:2518:33failed504 Gateway Timeout listing the vault
1018:3418:41failed504 Gateway Timeout listing the vault
1118:4219:07failedcut at the 25-minute cap
1219:0919:14pushedPushed 1 commit(s), 6161 object(s) uploaded, in 4 min 29 s

The day before, on 22 October, pushes of 1,000 to 6,000 objects failed the same ways: connections reset or closed by the remote end, a 401 in the middle of a retry, and refusals to retry while files were uncommitted.

Push, 22 OctoberFile objectsOutcome
run of 17:153,527connection reset, pushed later
runs of the afternoon3,799pushed
languages pass4,624pushed
languages pass, second part1,126remote end closed the connection; refused on retry while files were uncommitted
pass of 20:53 and fixes6,063connection reset, then 401 Unauthorized, then pushed
a 7-object fix7remote end closed the connection

Every pass is a bigger push

22 Oct 14:20, run: 2,542 file objects2,54222 Oct, tip and fixes: 1,175 file objects22 Oct 17:15, run: 3,527 file objects3,52722 Oct, fixes: 272 file objects22 Oct 18:16, languages pass: 4,624 file objects4,62422 Oct, languages pass: 1,126 file objects22 Oct, cyber desk: 213 file objects22 Oct 20:53, pass: 4,419 file objects4,41922 Oct 21:05, probe: 305 file objects22 Oct, collectors: 7 file objects23 Oct 01:40, pass: 4,727 file objects4,72723 Oct, curator queue: 1 file objects23 Oct 08:30, pass: 5,229 file objects5,22923 Oct, scanner noise: 125 file objects23 Oct 16:31, pass: 6,161 file objects6,16122 Oct 14:2023 Oct 16:31
File objects added by each of the watch’s 15 commits, in order; the full passes are in colour, labelled. Each one a normal vault uploads as its own request; a pack vault uploads the commit as one zip. Hover a column for the commit.
WhenCommitFile objects
22 Oct 14:20run2,542
22 Octtip and fixes1,175
22 Oct 17:15run3,527
22 Octfixes272
22 Oct 18:16languages pass4,624
22 Octlanguages pass1,126
22 Octcyber desk213
22 Oct 20:53pass4,419
22 Oct 21:05probe305
22 Octcollectors7
23 Oct 01:40pass4,727
23 Octcurator queue1
23 Oct 08:30pass5,229
23 Octscanner noise125
23 Oct 16:31pass6,161

What the pack vault did, and how it was checked

On the pack vaultTimeWhat
Import (local: rewrite the history into packs)3 min 14 s16 commits, 29,193 trees, 34,453 blobs; 1,614.4 MB to 1,184.2 MB
First push: the whole history96 sPushed 16 commit(s), 63,662 object(s) uploaded
Push of one small commit77 s4 objects; most of the time is local
Pull of another agent's commit (22:32 UTC)2 min 56 sthe scheduled Sonnet session's commit 1cc186cccd43, 241 rows queued in index/promote.json: fast-forward, 1 file modified; the download is one zip, the rest is local
Commit and push of a one-file correction (22:4x UTC)77 scommit 43595f6f6fe3, the corrected queue: 4 objects uploaded, in sync after; the same 77 s as the first small push
Pull of one new commit into a second clone5 min 24 s1 file added; not yet profiled, the network part is one zip
Verify every object in the pack—sgit pack verify: 63,662 members checked against their ids, ok

What pack mode does not fix

How this page is made

Every number is in data/pack-mode.json, from a timed command or a log line in researcher@php.newsroom’s session on 2026-10-23, from a cloud sandbox to dev.send.sgraph.ai. One run of each, not a median: network times from a sandbox vary between runs, and the CLI team’s own medians are on cli.sgit.ai. The charts are drawn from the same file when the site is built. The live watch stays oq9gflln until the editor decides; the pack vault is registered on the vaults page.