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Async task processing via TaskSpec — standalone package, interested in upstreaming?

enhancementNew feature or requestNew feature or request

spec

Status: Open.

Feature

#668 In Lightning-AI/LitServe;

· dacrystal opened on Mar 16, 2026

Swagger UI does not expose request parameters for /predict, causing 500 error when invoked

bugSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#667 In Lightning-AI/LitServe;

· mageshkrishna opened on Mar 15, 2026

[BUG] Health check reliability and exception handling issues

Status: Open.

#660 In Lightning-AI/LitServe;

· gspeter-max opened on Feb 19, 2026

[SECURITY] Authentication bypass in multi-API deployments

Status: Open.

#659 In Lightning-AI/LitServe;

· gspeter-max opened on Feb 19, 2026

downloadable documentation from https://lightning.ai/docs/litserve

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Open.

#630 In Lightning-AI/LitServe;

· raulcarlomagno opened on Nov 11, 2025

health probes such as startupz, readyz

enhancementNew feature or requestNew feature or request

Status: Open.

#628 In Lightning-AI/LitServe;

· yifan opened on Oct 29, 2025

Option to use the context variable from the batch and unbatch methods.

enhancementNew feature or requestNew feature or request

Status: Open.

#617 In Lightning-AI/LitServe;

· bhimrazy opened on Oct 8, 2025

Access Health check endpoint for each LitAPI independently

Status: Open.

#605 In Lightning-AI/LitServe;

· aniketmaurya opened on Sep 9, 2025

How can I initialize multiple instances of different model classes on different GPUs?

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#572 In Lightning-AI/LitServe;

· ywh-my opened on Jul 8, 2025

LitServe MCP Bug: tools/call Always Fails

bugSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

mcp

Status: Open.

#560 In Lightning-AI/LitServe;

· ductai199x opened on Jun 29, 2025

Iceoryx2 queues

enhancementNew feature or requestNew feature or request

Status: Open.

#559 In Lightning-AI/LitServe;

· tchaton opened on Jun 27, 2025

Optimize Slow CI Tests to Reduce Runtime

bugSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#527 In Lightning-AI/LitServe;

· bhimrazy opened on Jun 4, 2025