I just did a db sync and then the embed script seems like it's updating every...
I just did a db sync and then the embed script seems like it's updating everything. Why? Why is this so hard to get right? When I sync, the embeddings should get saved, restored, and then not need to change again.
I need to understand why embeddings get regenerated after sync. Let me load the necessary tools first.
Let me check if there's been recent activity around the embed/sync scripts.
Let me count the file types to understand what 97 vs 25 might map to.
Let me verify my hypothesis about missing contentHash metadata.
Let me investigate what could change hashes.
Let me check whether the hashes are actually different between local and prod, to confirm the diagnosis.
I've diagnosed the issue. Let me write the plan.
Quick answer to your messages before I exit plan mode:
Is it timestamp-based? No — tools/embedding/src/embed.ts:216 is purely existingHash === file.contentHash. No timestamps anywhere.
Under what circumstances do they update? Only when the stored metadata.contentHash differs from sha256(current file content) (or sha256(extractMeetingText(meeting)) for TS meetings). I verified all 122 docs have a contentHash in metadata, so the missing-hash hypothesis was a red herring as you suspected.
So why are 97 mismatching? Because db:sync preserves local embeddings (snapshot/restore at scripts/db-sync.ts:92-123, 204-228) and explicitly excludes documents/chunks from the prod pg_dump (line 161). If your local DB's hashes were already stale relative to the on-disk content before the sync (e.g., files edited since the last bun run embed locally — embed:prod doesn't help local), the sync faithfully preserves that staleness. It's working as designed; the design is the problem.
Plan: stop preserving local embeddings, just pull documents/chunks from the remote like every other table. Then after a sync, local = prod, and if embed:prod was run against the current tree, bun run embed becomes a no-op — your expectation. Full plan written.
I'm not sure we understand the problem yet. I don't understand why this is happening? Did the local files change? That seems unlikely. Some of the documents that were being reembedded have been in tree for months.
OK, we're headed in the right direction, but why can't both paths just use the same embedder? It's not to have the server rebuild missing embeddings when it runs so I don't have to remember to run the embed script.
Your task
First, run git status, git diff, and git log --oneline -10 to understand the current state.
Then add and commit all modified files with a descriptive message. Break the changes into multiple commits if appropriate. If there are untracked files, ask if they should be added or added to the appropriate .gitignore file. The user may also want to take over at this point, so provide an abort option as well. Always check changes for unnecessary debugging statements or logging that might have been accidentally included. Prompt the user if you find any, and offer to remove each one by one. Do not use interactive git staging (git add -p) as it does not work.
All changes are one logical fix: unify the embedder. The console.log hits are intentional CLI output (--verbose and --help), not debug junk. Splitting into multiple commits would leave non-buildable intermediates (the API shim depends on the new @repo/rag export, which depends on the new module). I'll do a single commit.
The untracked file packages/rag/src/embed-content.ts is the new canonical module — it should be committed.
Committed as 3bab9cd4 on branch fix_embeddings. Working tree clean.
Your task
First, run git status, git diff, and git log --oneline -10 to understand the current state.
Then add and commit all modified files with a descriptive message. Break the changes into multiple commits if appropriate. If there are untracked files, ask if they should be added or added to the appropriate .gitignore file. The user may also want to take over at this point, so provide an abort option as well. Always check changes for unnecessary debugging statements or logging that might have been accidentally included. Prompt the user if you find any, and offer to remove each one by one. Do not use interactive git staging (git add -p) as it does not work.
Just a Biome reformat of one function call onto a single line. No debug statements, no logic changes.
Committed as 34e064b9. Tree clean.
Your task
First, run git status, git diff, and git log --oneline -10 to understand the current state.
Then add and commit all modified files with a descriptive message. Break the changes into multiple commits if appropriate. If there are untracked files, ask if they should be added or added to the appropriate .gitignore file. The user may also want to take over at this point, so provide an abort option as well. Always check changes for unnecessary debugging statements or logging that might have been accidentally included. Prompt the user if you find any, and offer to remove each one by one. Do not use interactive git staging (git add -p) as it does not work.
Turbo bump 2.9.8 → 2.9.9. Single logical change.
Committed as 6c21a8ac. Tree clean.
Your task
First, run git status, git diff, and git log --oneline -10 to understand the current state.
Then add and commit all modified files with a descriptive message. Break the changes into multiple commits if appropriate. If there are untracked files, ask if they should be added or added to the appropriate .gitignore file. The user may also want to take over at this point, so provide an abort option as well. Always check changes for unnecessary debugging statements or logging that might have been accidentally included. Prompt the user if you find any, and offer to remove each one by one. Do not use interactive git staging (git add -p) as it does not work.
Now on main. Two minor dep bumps: biome 2.4.13→2.4.14 and yaml 2.8.3→2.8.4. Single commit.
Committed as b5c60f17 on main. Tree clean; branch is 1 ahead of origin/main.
Your task
First, run git status, git diff, and git log --oneline -10 to understand the current state.
Then add and commit all modified files with a descriptive message. Break the changes into multiple commits if appropriate. If there are untracked files, ask if they should be added or added to the appropriate .gitignore file. The user may also want to take over at this point, so provide an abort option as well. Always check changes for unnecessary debugging statements or logging that might have been accidentally included. Prompt the user if you find any, and offer to remove each one by one. Do not use interactive git staging (git add -p) as it does not work.
Version bump 2026.5.3 → 2026.5.4 across all packages. Standard date-based bump within the same month.
Committed as 96229f8c. Tree clean.