Issues

• CI: yoga hosts I/O-saturated by 3 concurrent jobs; shard 3 crashed on yoga-build3 (8 min) and takes 34-54 min elsewhere

  paiml/aprender#5480 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0
  1

• serve: a malformed APR_API_KEY_HASH makes AuthGate::from_env() fail open

  paiml/aprender#5479 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0
  1

• serve: GPU-batched, CUDA and APR/SafeTensors GPU routers are built without AuthGate (APR_API_KEY_HASH ignored)

  paiml/aprender#5478 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0

• CRUX competitor: unslothai/unsloth (fine-tuning), gated on fine-tuning perfected (0.7x.x)

  crux-competitorenhancement
  paiml/aprender#5477 · Filter by author noahgift opened on Oct 17, 2026 · 0.75.0

• apr serve: Qwen3.5 session reuses state only when a prompt extends the previous one; a shared system+tools prefix is lost whenever the tail differs

  paiml/aprender#5476 · Filter by author guyernest opened on Oct 17, 2026 · 0.73.0

• apr serve / apr run: Qwen3.5 on CPU prefills one token at a time (~4 tok/s Q4_K_M on Lambda arm64); the batched prefill is GPU-only

  paiml/aprender#5475 · Filter by author guyernest opened on Oct 17, 2026 · 0.73.0

• ci_mg_reuse.sh lane() mis-parses shard-3 ARM64 runs-on (blocks fold of #5437 into #5440)

  paiml/aprender#5473 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0

• PR-head CI has 2 runners: label pr-only is only on intel-clean-room-15/-16, 10 other intel runners idle

  paiml/aprender#5472 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0
  2

• Armed PRs stall BEHIND+red-head outside the merge queue (#5467/#5468 idle 2.5h)

  paiml/aprender#5471 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0

• fleet-bins: NIGHTLY-STALE on paiml/aprender

  paiml/aprender#5465 · Filter by author noahgift opened on Oct 17, 2026 · backlog

• refactor: bring 5 apr-cli command files under the pre-commit pmat complexity limits (blocks merge-main into DIRTY PRs)

  paiml/aprender#5463 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0

• MG wall: intel runners 7.4x CPU-oversubscribed, shards 3x slower than on lambda-night

  paiml/aprender#5462 · Filter by author noahgift opened on Oct 17, 2026 · 0.73.0

• LAB: the model ladder owes cells to model-cell commands (ladder-gap, #3745)

  lab-ladder-gap
  paiml/aprender#5461 · Filter by author github-actions opened on Oct 17, 2026 · backlog

• RUSTSEC-2026-0367: zip 2.4.2 in aprender-train fails guard-cargo on main

  paiml/aprender#5459 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• dogfood.sh C14: two printf|grep -q sites push check_no_pipe_into_grep_q over its ceiling

  paiml/aprender#5457 · Filter by author noahgift opened on Oct 16, 2026 · backlog

• perf(ci): merge-queue head blocked only by ARM64 clean-room determinism queued behind 2 busy runners

  paiml/aprender#5455 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• perf(ci): X64 runner hosts 3x oversubscribed (intel 98.7/32 cores) while yoga is at 0.33x — rebalance worker counts

  paiml/aprender#5454 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• check_laya_train_rules: SCOPE treats the judge crate's laya-named files as laya-train model code

  paiml/aprender#5448 · Filter by author noahgift opened on Oct 16, 2026 · backlog

• ci: apr-cli test_llm_band tests take 60-240s each; contracts-cli ont4 gate tests over 60s

  paiml/aprender#5446 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• Merged fixes that never reach a machine (skill deploy, intel runner cap) + model-bank switch voided ready PRs

  paiml/aprender#5442 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• merge-drought andon measured a 4h drought and nobody acted: relay-dependent delivery, blind to supply droughts

  paiml/aprender#5441 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• design(ci): structural PR flow — fast tier on PR head, full tier in merge group, ARM64-first, batching (target 8-16 PRs/h)

  paiml/aprender#5439 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• perf(ci): 'authorize' jobs wait 40-45m for the scarce +intel label (0.4 min of work)

  paiml/aprender#5436 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• perf(ci): nightly 'pick' jobs wait 47m on the X64 clean-room PR pool — drop X64 (arch-neutral shell)

  paiml/aprender#5435 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0

• perf(ci): PR-style minimal check set — merge_group stays the full gate of record; PR head runs the set its diff class needs

  paiml/aprender#5433 · Filter by author noahgift opened on Oct 16, 2026 · 0.73.0