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docs: KB refresh from Zendesk tickets (Jun 1 – Jul 31, 2026) - #2995

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@anastasiaguspan anastasiaguspan commented Jul 31, 2026

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Periodic KB refresh generated with the wandb-kb-generator skill. Window: 2026-06-01 → 2026-07-31 (two months, widened from the default 30 days). Mined ~1,400 tickets; ~1,090 dropped as noise/operational, leaving 14 KB-actionable concerns that went through the three gates.

What changed

  • support/models/articles/why-does-the-storage-meter-not-update-af.mdx — correction — the old answer ("a few hours, the restriction lifts automatically") is what ~17 customers wrote in to dispute; adds the artifact/GC mechanism and a real timing figure.
  • support/models/articles/i-deleted-my-team-and-now-i-cant-create-a-new-one.mdx — correction — the article covered this state only when the user deleted a team, but most tickets come from accounts that never had one.
  • support/models/articles/how-can-i-resolve-login-issues-with-my-a.mdx — correction — the generic sign-in checklist never mentioned "rate limit exceeded"; adds a pointer to the real cause.
  • support/models/articles/how-do-i-add-more-seats.mdx — correction — adds how seats are counted.
  • support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx — new — no coverage anywhere for bulk-deleting artifacts when the UI can't manage the scale.
  • support/models/articles/can-i-rename-a-team-or-entity.mdx — new — zero coverage; the answer is "no, and the name is permanent", which also prevents the mistake.
  • support/models/articles/what-happens-when-my-personal-account-becomes-a-team.mdx — new — zero coverage for the in-flight account restructuring.

Grounding

  • Storage meter: tickets 120023, 118962, 119642, 120327, 120011, 119771, 119061, 119014, 118991, 118899, 118886, 118874, 118872, 118868, 118856, 118769. Substantiation High. Verified: "garbage collection runs every few hours... up to 24 hours to be reflected" (120023); "files are not displaying in the storage space but do exist as artifacts taking up storage space" (118962); a project billing 330.6 GB of artifacts against ~0.2 GB live (119642). Cross-checked against models/artifacts/delete-artifacts.mdx.
  • Missing-team login error: tickets 118763, 118825, 118865, 118926, 118964, 119396, 119597, 119852, 119980, 120142. Substantiation High — ten independent agent replies give the same diagnosis and fix. Triggers verified: new account (118763, 118865, 119852), team deleted (119980), after adding an institutional email or editing a profile (119814, 119864, 118825).
  • Seats: ticket 119721 plus the formal docs. Substantiation High — the agent stated it verbatim ("If one account is on two teams, it still counts as a single seat"), and platform/hosting/iam/access-management/manage-organization.mdx:286 independently confirms the mechanism: "Models seat and Weave access are defined at the organization level and inherited by the team." Folded into the existing article rather than given its own page.
  • Delete many artifacts: tickets 119810, 120370, 118856. Substantiation High — tested end to end, having started as the weakest item here:
    • Verified by execution. The documented script was run against a live project (wandb 0.28.1), changing only the artifact_type string. The dry run listed both versions of a test artifact; the real run deleted them; a follow-up query confirmed the collection was empty. api.artifact_collections(path, type) accepts the path positionally, collection.artifacts() iterates, and version.name renders as collection:alias.
    • The delete_aliases=True warning is load-bearing, and proven. Deleting the latest-tagged version without the flag fails with CommError: cannot delete artifact ... due to existing alias. With the flag it succeeds. So the flag is what lets the script remove aliased versions, exactly as the warning states.
    • Also verified by execution: an emptied collection remains listed after the script runs (now noted in the article, since it invites the same "did it work?" doubt that drives the storage-meter tickets).
    • Scope corrected against the tickets. Earlier drafts framed this around a single artifact with many files, then around wiping a project. Neither matched: in 119810 the customer wanted hundreds of model artifacts removed from one project, hit a pagination limit rather than a timeout, and wanted everything else kept. The article now ships one scoped single-type recipe; the whole-project sweep was dropped as matching no observed request.
    • Verified failure mode. Passing an organization name instead of an entity raises ValueError: Unable to parse 'ArtifactTypes' response data (119810, agent-diagnosed) — the likeliest copy-paste error.
    • From source, absent from the tickets. On a version from a link collection, delete() only unlinks and frees no storage (artifact.py:2360 branches on is_link; the flag isn't forwarded).
    • Two claims corrected. The agent hedged ("this may be related to a known issue"); "Storage Explorer" came only from the agent reply and appears nowhere in the docs, so it was replaced with the documented Manage storage page.
    • Test cleanup: the test artifact, its collection, and all three runs were deleted; the project is back to zero artifact types and zero runs. No ticket data was uploaded.
  • Rename a team: tickets 118863 ("we do not support renaming teams"), 119759, plus corroboration from 118926 ("this team name cannot be changed later") and 119440 ("a team's storage is set when the team is created and can't be changed afterward"; "logged artifacts don't move automatically"). Substantiation High.
  • Account transition: tickets 120473 (detailed agent explanation), 120580, 120169, 120696. Substantiation High for the four claims made (no action needed, data stays put, 30-day Pro trial then Free, the new org needs its own academic application).

Rejected (and why)

  • Academic plan application and conversion (~14 tickets) — covered by can-i-get-an-academic-plan-as-a-student and how-can-i-change-my-account-from-corpora. The recurring friction is a broken link in the account-transition email (120375, 120070, 120450) — a product bug, not a content gap.
  • Account and org deletion (~8) — three KB articles plus platform/app/settings-page/user-settings.mdx:146 already document the billing-admin blocker. Discoverability, not coverage.
  • IP allowlist / ACL requests (~8) and access-and-seat provisioning (high volume) — require an agent action. Fails Gate 1.
  • "Company domain is claimed" / email tied to an old account (~5) — no coverage, but each of the three variants resolves through support-side account surgery with 1–2 tickets each and no verified self-serve step. Worth revisiting if volume grows.
  • xAI charting performance, WB-35880 (13 tickets across 5 concerns) — the only genuinely recurring Jira from the eng-escalation query, but a customer-specific triage placeholder with no general workaround.
  • wandb 0.27.1 distributed-training crashes (119799, 119768) — version regression, no still-open Jira.
  • client__forking/rewind (5) — pre-settled reject from an earlier run.
  • Everything under non-support, subscriptions__*, app__downtime__outage*, pass_to_sales, local_license_request, and user_management___delete_user — dropped at the noise step before gating.

Reviewer notes

  • Time-sensitive page: the account-transition article documents an in-flight migration. Retire or fold it into the formal docs once the rollout finishes.

▎ W&B is moving older personal accounts into the same team and organization structure that newer accounts already use. If you received an email about upcoming changes to your account, this change applies to you.

those are tied to the rollout being in progress. Once every old account has been converted, nobody is receiving that email anymore, and "is moving" is no longer true — it moved. The page becomes a description of something that already happened, framed as something about to happen. That's the kind of page that quietly misleads readers a year later.

Not sure we have a mechanism to remove this after all accounts are converted, but it IS a worthwhile callout...
Article details verified against source tickets.

  • Unsupported cause removed (resolved, was flagged as unverified): the academic/free-plan paragraph in i-deleted-my-team-..Replaced with the documented constraint — only an organization admin can create a team (platform/app/settings-page/teams.mdx:37`) — keeping the support path. Flagging for a reviewer who knows the plan logic: if a genuine per-plan team cap does exist, it belongs in the formal docs, not reinstated here.

-note: agent claims The team-name rules (globally unique, lowercase, no spaces) are asserted only in KB articles, not in the formal docs. might want to consider adding that somewhere official.

🤖 Generated with Claude Code

Ticket-grounded KB updates mined from support tickets over a two-month
window. Four corrections to existing sources and three new articles, all
routed through the coverage gate to avoid duplicating the formal docs.

Corrections:
- Storage meter: deleting a run doesn't delete its artifacts, and GC can
  take up to 24 hours (~17 tickets contradicted the previous "a few
  hours, lifts automatically" guidance).
- Missing-team login error: broaden beyond "you deleted your team" to
  cover accounts that never had one; clarify it isn't a real rate limit.
- Sign-in troubleshooting: point "rate limit exceeded" at the real cause.
- Seats: a user on two teams still uses one seat.

New articles:
- Bulk artifact deletion timeouts, with the batched Public API workaround.
- Renaming a team or entity (not supported; the name is permanent).
- Personal account to team/organization transition FAQ.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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HiveMind Sessions

2 sessions · 2h 34m · $60

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KB Article FAQ Fixes and PR Updates
9c3a4d34-d838-4029-93a9-28451305ffb0
claude 1h 5m 132.9K $22 +41 -37
WandB KB Article Generation and Verification
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Run claude --resume 9c3a4d34-d838-4029-93a9-28451305ffb0 to pickup where you left off.

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Knowledgebase navigation update

  • Tag pages modified: 3 pages.
  • Keywords not on the allowed list: 1 distinct keyword.

Generator warnings

  • Unknown keyword Python API used in support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx. Add it to docengine-site/knowledgebase.yaml to suppress this warning.

From workflow run 31014675888

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Readability impact

Word-weighted Flesch-Kincaid grade change across 13 changed pages: +0.0 (unchanged).

Lower Flesch-Kincaid grade and higher reading ease both mean easier to read. This check is informational and never blocks a PR.

Human readability

Page FK grade before FK grade after FK Δ Reading ease Δ Direction
support.mdx 7.9 7.9 +0.0 +0.0 unchanged
support/models.mdx 11.3 11.4 +0.1 -0.4 harder
support/models/articles/how-can-i-resolve-login-issues-with-my-a.mdx 9.8 9.1 -0.7 +5.6 easier
support/models/articles/how-do-i-add-more-seats.mdx 9.9 9.0 -0.9 +6.3 easier
support/models/articles/how-do-i-create-a-new-team-in-wandb.mdx 6.8 8.3 +1.5 -2.3 harder
support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx 8.8 n/a
support/models/articles/how-do-i-rename-a-team-or-entity.mdx 6.7 n/a
support/models/articles/i-deleted-my-team-and-now-i-cant-create-a-new-one.mdx 8.8 8.2 -0.6 +3.1 easier
support/models/articles/what-happens-when-my-personal-account-becomes-a-team.mdx 9.4 n/a
support/models/articles/why-does-the-storage-meter-not-update-af.mdx 9.6 9.6 +0.0 -1.2 unchanged
support/models/tags/academic.mdx 6.5 8.2 +1.7 -8.5 harder
support/models/tags/artifacts.mdx 7.7 7.9 +0.2 -0.1 harder
support/models/tags/org-management.mdx 7.6 7.8 +0.2 -2.3 harder
support/models/tags/python-api.mdx too little prose to score
support/models/tags/storage.mdx 8.6 8.8 +0.2 +3.4 harder
support/models/tags/team-management.mdx 6.6 6.8 +0.2 -0.8 harder
support/models/tags/teams.mdx 7.5 6.8 -0.7 +4.5 easier

AI agent comprehension

Rated 0-3 (higher is easier for an agent to parse and act on).

Page Before After Δ
support/models/articles/i-deleted-my-team-and-now-i-cant-create-a-new-one.mdx 2 3 +1
support/models/tags/artifacts.mdx 2 2 +0
support/models/articles/why-does-the-storage-meter-not-update-af.mdx 2 2 +0
support/models/tags/team-management.mdx 2 2 +0
support/models/articles/how-do-i-create-a-new-team-in-wandb.mdx 3 2 -1
support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx 2
support/models/articles/what-happens-when-my-personal-account-becomes-a-team.mdx 2
support/models.mdx 2 2 +0
support/models/articles/how-can-i-resolve-login-issues-with-my-a.mdx 3 2 -1
support/models/articles/how-do-i-rename-a-team-or-entity.mdx 2

Curated-docs baseline median FK grade by type: conceptual 10.5, procedural 8.8, reference 9.4.

From workflow run 31014739683

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support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx How Do I Delete Many Artifacts At Once
support/models/articles/how-do-i-rename-a-team-or-entity.mdx How Do I Rename A Team Or Entity
support/models/articles/what-happens-when-my-personal-account-becomes-a-team.mdx What Happens When My Personal Account Becomes A Team
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support.mdx Support
support/models.mdx Models
support/models/articles/how-can-i-resolve-login-issues-with-my-a.mdx How Can I Resolve Login Issues With My A
support/models/articles/how-do-i-add-more-seats.mdx How Do I Add More Seats
support/models/articles/how-do-i-create-a-new-team-in-wandb.mdx How Do I Create A New Team In Wandb
support/models/articles/i-deleted-my-team-and-now-i-cant-create-a-new-one.mdx I Deleted My Team And Now I Cant Create A New One
support/models/articles/why-does-the-storage-meter-not-update-af.mdx Why Does The Storage Meter Not Update Af
support/models/tags/academic.mdx Academic
support/models/tags/artifacts.mdx Artifacts
support/models/tags/org-management.mdx Org Management
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The `your-username-org` example generalized a naming pattern from two
tickets. The transition email names each customer's actual organization,
so the article doesn't need to assert the pattern.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Replace the loose "a seat represents a unique user" phrasing with the
mechanism the formal docs state — seats are assigned per user at the
organization level and inherited by teams — and link to the
authoritative section instead of restating its details.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Verified every API call in the snippet against the wandb 0.28.1 source,
and pulled the full ticket threads to check outcomes.

Corrections:
- The agent hedged ("may be related to a known issue"); attribute the
  claim rather than stating it as fact.
- Drop the "Storage Explorer" UI name, which appears nowhere in the docs
  and came only from the agent reply. Point at the documented Manage
  storage page instead.

Additions, all source- or ticket-verified:
- delete() on a linked artifact only unlinks it and frees no storage
  (artifact.py:2345), so the script can appear to make progress it isn't.
- delete_aliases=True also removes versions carrying aliases such as
  latest; say so in the warning.
- Passing an organization name instead of an entity fails with
  "ValueError: Unable to parse 'ArtifactTypes' response data" (ticket
  119810, agent-diagnosed) — the most likely failure for a copy-paste.
- ArtifactCollection.delete() removes a whole collection at once.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
anastasiaguspan and others added 2 commits July 31, 2026 10:37
The intro described deleting a single artifact that contains many files
(the agent's framing in ticket 120370), but the script deleted every
artifact in the project (the customer's framing was a bulk action). The
page promised one thing and delivered another.

- Reframe the problem as bulk deletion, which is what the script solves:
  many small requests instead of one request covering the whole set.
- Lead with a single-type recipe so the default is scoped, and mark the
  whole-project sweep as a deliberate choice.
- Note that splitting the work doesn't apply to a single artifact that
  fails on its own, rather than implying the API avoids that timeout.
  Whether that timeout is client- or server-side is unverified.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
anastasiaguspan and others added 2 commits July 31, 2026 11:25
The page was framed around a scenario no customer described. In the four
source tickets the shared job was reclaiming storage by deleting many
artifacts selectively, when the UI couldn't manage the scale: ticket
119810 wanted hundreds of `model` artifacts in one project and hit a
pagination limit, not a timeout, and explicitly wanted the rest kept.

- Retitle to "How do I delete many artifacts at once?" and describe the
  UI limits loosely rather than enumerating them.
- Ship one scoped script that deletes a single artifact type. Drop the
  whole-project sweep, which matched no observed request and was the most
  destructive recipe on the page.
- Quote the calls exactly as the snippet writes them, so the caveats read
  as descriptions of the code rather than alternatives to it.
- Use [YOUR-TEAM] and [YOUR-PROJECT] placeholders.
- Note that emptied collections remain listed after the script runs.

Tested end to end against a live project on wandb 0.28.1: dry run listed
both versions, the real run deleted them, and deleting an aliased version
without `delete_aliases=True` fails with "cannot delete artifact ... due
to existing alias", which is what the warning claims.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
The academic/free-plan paragraph asserted that a missing Create team
button "is not a bug" because "the free plan limits team creation in some
cases." Nothing supports that:

- No agent reply in the mined window states a plan-based limit on the
  number of teams. In 118950 and 118953 the agents only asked clarifying
  questions.
- The customer in 118950 cites the opposite, that W&B advertises
  unlimited teams for researchers.
- The only documented free-plan team limits concern seats and storage,
  not how many teams you can create.

Replace it with the constraint that is documented — only an organization
admin can create a team (platform/app/settings-page/teams.mdx:37) — and
keep the support path. Telling readers a possible product problem "is not
a bug" risks talking them out of reporting it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
@anastasiaguspan
anastasiaguspan marked this pull request as ready for review July 31, 2026 15:54
@anastasiaguspan
anastasiaguspan requested a review from a team as a code owner July 31, 2026 15:54
- Remove "or your plan doesn't let you create another team." This is the
  same unsupported free-plan team-cap claim removed from
  i-deleted-my-team-and-now-i-cant-create-a-new-one.mdx; nothing in the
  mined tickets or the docs establishes a per-plan limit on team count.
- Stop restating the team-name rules. They already live in
  how-do-i-create-a-new-team-in-wandb.mdx, which step 1 links to, so
  repeating them here created a third copy to keep in sync.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Matt Linville <mlinville@coreweave.com>
Comment thread support/models/articles/why-does-the-storage-meter-not-update-af.mdx Outdated
anastasiaguspan and others added 2 commits August 3, 2026 11:54
Retitle the team-rename FAQ to "How do I rename a team or entity?" and
rework the opening so it answers a how-to instead of a yes/no question.
Separate the two escalation paths that were bundled in one sentence: a
team-creation permissions error goes to an organization admin, while
moving a whole project goes to W&B support. Tickets 118863 and 120531
show support performing project moves, which have no self-serve path,
whereas the permissions case is the org's own policy.

Correct "Anyone with a W&B account can create a team" in the create-team
FAQ, which contradicted both platform/app/settings-page/teams.mdx and
the missing-team FAQ. Replace the duplicated procedure with links to the
narrative docs, add a section for when team creation is blocked, and
document that academic accounts have no team limit (older accounts may
carry a low limit set at creation).

Drop the unsourced team-name character rules from both team FAQs.
Underscores are legal in entity names, as wandb_fc and hwinf_dcm show.

Define source and link collections in the bulk-artifact-deletion FAQ
and link to the registry docs for the distinction.

Fold the seat-counting detail into the intro of the add-seats FAQ and
refer to the AISE.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
AISE stands for "AI Solutions Engineer", not "Account Solutions Engineer".
The job titles in the W&B Global Field Organization, the Pre-Sales AISE
onboarding template, and the Indeed and Scribd account glossaries all
expand it that way; no one holds the title "Account Solutions Engineer".

Record the evidence in a source comment, and note there that the
Dedicated Cloud rate-limits page still carries the unsubstantiated
expansion, so a future pass can decide whether to change it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Deleting a run can delete its artifacts: the W&B App prompts whether to
delete the associated artifacts, and Run.delete() takes delete_artifacts.
The flat claim that run deletion never removes artifacts contradicted
models/runs/delete-runs.mdx, models/artifacts/delete-artifacts.mdx, the
Run.delete reference, and the sibling article on recovering an artifact
after deleting a run.

Keep the storage explanation intact by noting that the option is opt-in
and delete_artifacts defaults to False, so artifacts usually do outlive
the run. Reported by boshwandb in review.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

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Thanks for updating. More feedback


## Reclaim the space

Deleted artifacts are soft-deleted first, then removed during garbage collection, so your storage meter doesn't drop immediately. For the timing and how to verify your usage, see [Why does the storage meter not update after deleting runs?](/support/models/articles/why-does-the-storage-meter-not-update-af) and [Delete an artifact](/models/artifacts/delete-artifacts).

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I'll defer to Matt w.r.t. to whether or not they ("storage meter") should get updated in this article and the other.

Comment thread support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx Outdated
Comment thread support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx Outdated
Comment thread support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx Outdated
Comment thread support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx Outdated
Comment thread support/models/articles/how-do-i-delete-many-artifacts-at-once.mdx Outdated
import wandb

# Assumes you've run `wandb login` already.
entity = "[YOUR-TEAM]" # Replace with your team.

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TBD what the verdict s here. To unblock, we can use the current W&B doc conventions.

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okay, yes that was my plan. This syntax is what we had agreed upon as a team (it is already in the style guide skill). I mentioned to John that you wanted to reopen this discussion, so we'll probably talk about it in the next Internal Skills WG meeting. perhaps you'd like to attend as a guest to aide in this discussion?)
Regardless, yes, for this PR I think using this is appropriate for now - if we change our agreed-upon convention, a LOT of places will need to be updated, beyond just this.

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Yup! Add me to the meeting

Co-authored-by: Noah Luna <15202580+ngrayluna@users.noreply.github.com>
anastasiaguspan and others added 4 commits August 5, 2026 09:06
Co-authored-by: Noah Luna <15202580+ngrayluna@users.noreply.github.com>
Co-authored-by: Noah Luna <15202580+ngrayluna@users.noreply.github.com>
Co-authored-by: Noah Luna <15202580+ngrayluna@users.noreply.github.com>
Co-authored-by: Noah Luna <15202580+ngrayluna@users.noreply.github.com>
W&B doesn't call this a "storage meter". The narrative docs use "storage
usage" (managing-bucket-storage, multi_tenant_cloud, user-settings, and
the billing settings UI label), so use that term instead.

Covers both pages that used it: the bulk artifact deletion FAQ in this
PR and the pre-existing article it links to, whose title carried the
term. Reword "the meter catches up" to describe what actually happens.

The article's slug still contains "storage-meter". Leaving it: the page
is published and docs.json has a live redirect pointing at that slug,
so renaming needs a matching redirect update.

Raised by ngrayluna, terminology confirmed by mdlinville in review.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
anastasiaguspan and others added 2 commits August 5, 2026 10:19
Resolve the conflict in support.mdx, which is generated: both sides bumped
the W&B Models article/tag counter. main went 210 -> 211 articles, this
branch went 210 -> 213 with 41 tags. The union is 214 articles and 41 tags,
which matches the file count under support/models/ after the merge.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
@anastasiaguspan
anastasiaguspan dismissed ngrayluna’s stale review August 5, 2026 16:56

i addressed their comments

@anastasiaguspan
anastasiaguspan merged commit c7b3918 into main Aug 5, 2026
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@anastasiaguspan
anastasiaguspan deleted the supportokr_073126 branch August 5, 2026 16:57
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4 participants