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The audit surfaced several silent/late failure modes with no consolidated troubleshooting guide:
- kernels stuck Pending → GPU vCPU quota 0 (A5)
- resumed sessions empty / checkpoints silently ...
audit
docs
lex00
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There is a runtime cost estimate on /_molab (rates in control-plane/molab/config.py: MOLAB_KERNEL_HOURLY_USD 0.526,
MOLAB_BASELINE_HOURLY_USD 0.266) but no doc telling an adopter the standing ...
audit
docs
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The operator who runs just cloud-deploy needs broad permissions (CloudFormation, IAM create-role with
CAPABILITY_NAMED_IAM, EKS, EC2, ECR, S3), but the required actions are only inferable from ...
audit
docs
infra
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infra/README.md names four non-obvious prerequisites but there is no single, scannable pre-flight checklist a deployer
can tick before running just cloud-deploy. Required AWS IAM permissions are ...
audit
docs
Hi first, thank you for open-sourcing ZONOS2.
I built a pure MLX port for Apple Silicon: https://github.com/sb1992/mlx-zonos2— Apache-2.0, with attribution.
Sharing as a community FYI in case it s useful ...
sb1992
Context
There are ~40 MOLAB_* env vars defined in control-plane/molab/config.py with good docstrings, but no single reference.
Knowledge is scattered across config.py, control-plane/README.md, and infra/README.md. ...
audit
control-plane
docs
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infra/README.md contradicts itself on whether the stack has run live:
- Top: The live GPU benchmark ... has not been run here.
- Later: this stack has been applied against live AWS (us-east-1, ...
audit
docs
Context
The only end-to-end cloud deploy guide is infra/README.md (452 lines), but it is not linked from README.md and not in
the docs-site nav (mkdocs.yml nav: has no infra/deploy page — confirmed by ...
audit
docs
Context
Quota limits return raw 429 (too many kernels, control-plane/molab/app.py) and 413 (storage, catalog.py). In the catalog
UI these surface as bare failures with no guidance.
Why it matters (data-team ...
audit
control-plane
Context
The per-user storage quota (#143) is enforced with a 413 on upload/fork (control-plane/molab/catalog.py _enforce_quota),
and GET /_molab/usage returns {used_bytes, limit_bytes} — but the catalog ...
audit
control-plane
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.