Issues

• mesh.devices()/device_count() swallow 401, hiding a rejected token as run-locally

  buggood first issue
  K4-LABS/gpumesh#87 · Filter by author Samurai007AK opened on Sep 12, 2026
  1

• %%mesh double-wraps @mesh(...) call-form functions

  buggood first issue
  K4-LABS/gpumesh#86 · Filter by author Samurai007AK opened on Sep 12, 2026

• wait_for_job defaults to waiting forever on a fixed 2s poll

  bug
  K4-LABS/gpumesh#85 · Filter by author Samurai007AK opened on Sep 12, 2026

• docker stop kills workers mid-task: 10s default vs 30s grace need

  bugdocker
  K4-LABS/gpumesh#84 · Filter by author Samurai007AK opened on Sep 12, 2026

• Jupyter %mesh_connect token + token prefix leak into saved notebooks

  bugsecurity
  K4-LABS/gpumesh#83 · Filter by author Samurai007AK opened on Sep 12, 2026

• retry preserves created_at, so retried unsatisfiable tasks instantly re-fail

  buggood first issue
  K4-LABS/gpumesh#82 · Filter by author Samurai007AK opened on Sep 12, 2026
  1

• timeout= is client-side abandonment: timed-out job keeps burning GPU

  bug
  K4-LABS/gpumesh#81 · Filter by author Samurai007AK opened on Sep 12, 2026

• Failure shape contradicts the identical-value fallback promise (single + .map)

  bugdocumentation
  K4-LABS/gpumesh#80 · Filter by author Samurai007AK opened on Sep 12, 2026

• Positional/*args calls work locally, fail on the mesh

  bug
  K4-LABS/gpumesh#79 · Filter by author Samurai007AK opened on Sep 12, 2026

• Straggler tail: slow-but-alive worker holds .map() forever, no backup execution

  enhancementscheduling
  K4-LABS/gpumesh#78 · Filter by author Samurai007AK opened on Sep 12, 2026

• One giant job starves interactive jobs: no per-job fair-share

  enhancementscheduling
  K4-LABS/gpumesh#77 · Filter by author Samurai007AK opened on Sep 12, 2026

• Scheduler trusts self-reported scores: no validation, incomparable methods ranked together

  bugscheduling
  K4-LABS/gpumesh#76 · Filter by author Samurai007AK opened on Sep 12, 2026

• Worker never learns it lost its lease; dead-worker clause duplicates tasks

  bugscheduling
  K4-LABS/gpumesh#75 · Filter by author Samurai007AK opened on Sep 12, 2026

• Coordinator restart orphans running tasks for 30-300s, opens duplicate window

  bug
  K4-LABS/gpumesh#74 · Filter by author Samurai007AK opened on Sep 12, 2026

• TLS expiry blind without cryptography; fingerprint unpinnable; rotation bricks workers

  enhancementsecurity
  K4-LABS/gpumesh#73 · Filter by author Samurai007AK opened on Sep 12, 2026

• Heartbeat/lease/result accept any worker_id: impersonation, lease hold, false liveness

  bugsecurity
  K4-LABS/gpumesh#72 · Filter by author Samurai007AK opened on Sep 12, 2026

• complete_task pending-fallback lets non-lease-holders complete tasks (forgery + stale overwrite)

  bugsecurity
  K4-LABS/gpumesh#71 · Filter by author Samurai007AK opened on Sep 12, 2026

• No memory/disk/process caps on any OS; function path has no CPU cap either

  bugsecurity
  K4-LABS/gpumesh#70 · Filter by author Samurai007AK opened on Sep 12, 2026

• Function tasks inherit full worker environment, including GPUMESH_TOKEN and cloud keys

  bugsecurity
  K4-LABS/gpumesh#69 · Filter by author Samurai007AK opened on Sep 12, 2026

• CRITICAL: function payload unpickled in worker parent — pre-sandbox RCE by any token-holder

  bugsecurity
  K4-LABS/gpumesh#68 · Filter by author Samurai007AK opened on Sep 12, 2026

• Meta: one-click GUI/desktop launcher — no typed tokens, ports, or IPs

  enhancementfeature-requesthelp wanted
  K4-LABS/gpumesh#67 · Filter by author Samurai007AK opened on Sep 12, 2026

• Discovery fails across subnets/VLANs/guest Wi-Fi: beacons never leave the subnet

  enhancementhelp wantednetwork
  K4-LABS/gpumesh#66 · Filter by author Samurai007AK opened on Sep 12, 2026

• No orchestrator health probe: /api/health requires auth, compose healthcheck is TCP-only

  enhancementhelp wanted
  K4-LABS/gpumesh#65 · Filter by author Samurai007AK opened on Sep 12, 2026

• Optional gui extra and wheel packaging for the dashboard/tray

  enhancementgood first issue
  K4-LABS/gpumesh#64 · Filter by author Samurai007AK opened on Sep 12, 2026

• Demo sweep example: watch work spread across machines ('worked as one')

  docsgood first issue
  K4-LABS/gpumesh#63 · Filter by author Samurai007AK opened on Sep 12, 2026