USE CASES

Sensitive work,
on open models in enclaves.

Four workflows, built only from what the workspace does today.

Contract reviewVerified
Documents
services-agreement.pdf96 pages · 214,600 charactersIndexed · 412 passages
2 Clause 14.2
Each party’s aggregate liability under this Agreement shall not exceed the fees paid in the twelve (12) months before the claim, except for breach of clause 9 (Confidentiality).
Ask about services-agreement.pdf
For the customer, list the termination, liability and indemnity terms with their clause numbers, and flag anything unusual.
GLM-5.3
The key terms, for the customer:
Termination for convenience on 90 days’ notice, open to the customer only 1
Liability capped at 12 months’ fees, with confidentiality excluded 2
Indemnity for IP claims is uncapped: worth raising 3
WordCompare Receipt
Ask anything
LawContract review
Clinical note summariesVerified
Image editor
Ellen Brook
DOB 12.03.61
MRN 0048213
Adm: CAP, R lower lobe
Amoxicillin 1g TDS
Metoprolol 2?mg OD
Plan: rpt CXR 6/52, K⁺ in am
3 redactions, filled in before sending
Ask about the photo once it’s ready
Summarise this de-identified note for a handover. List anything unclear rather than guessing.
Kimi K3
Problems Community-acquired pneumonia, right lower lobe.
Medications Amoxicillin 1 g three times daily; metoprolol once daily.
Plan Repeat chest X-ray in six weeks; potassium in the morning.
Unclear The metoprolol dose can’t be read.
0:04 Add: weaned to room air overnight.
Ask anything
HealthClinical note summaries
Spreadsheet analysisVerified
Ask about q3-ledger.xlsx
q3-ledger.xlsx 4 sheets · 12,480 rows
Which cost centres grew fastest from Q2 to Q3? Top five as a table and a chart, and save it as Excel.
python Ran in your browser · no network
df = pd.read_excel("/data/q3-ledger.xlsx")q = df.pivot_table("spend", "centre", "quarter")top = (q.Q3 / q.Q2 - 1).nlargest(5)top.to_excel("/out/top-growth.xlsx")show(q.loc[top.index])
Centre Q2 k$ Q3 k$ Growth
Cloud hosting 412 538 31%
Contractors 286 351 23%
Travel 98 117 19%
Software 204 236 16%
Events 77 86 12%
top-growth.xlsx chart.pngBuild a dashboard
FinanceSpreadsheet analysis
Codebase reviewVerified
Attached folder
payments-service/src/webhooks/retry.jssrc/webhooks/handler.jssrc/queue.jstest/retry.test.jspackage.jsonLeft outnode_modules/dependenciesdist/build output.envsecretdeploy.pemsecret
Ask about payments-service
Review the webhook retry logic for race conditions and missed retries. Propose fixes as diffs.
DeepSeek V4.1 Flash
retry.js:42 Two workers can claim the same delivery: the check and the claim aren’t atomic.
retry.js:67 After a third failure, nothing reschedules the delivery.
src/webhooks/retry.js +2 −2- const job = await queue.peek(id);- if (job.state === "pending") await queue.claim(id);+ const job = await queue.claim(id, { ifState: "pending" });+ if (!job) return; // another worker has it
Download patched .zip1 file changed, applied in your browser
EngineeringCodebase review

Centre	Q2 k$	Q3 k$	Growth
Cloud hosting	412	538	31%
Contractors	286	351	23%
Travel	98	117	19%
Software	204	236	16%
Events	77	86	12%

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Undergrove holds no compliance certifications such as SOC 2 or ISO 27001, offers no HIPAA business associate agreements, and hasn’t been independently assessed yet. These pages describe what the software does, so you can judge whether it suits your work.