diff --git a/reports/2026-07-03.md b/reports/2026-07-03.md new file mode 100644 index 0000000..2d90556 --- /dev/null +++ b/reports/2026-07-03.md @@ -0,0 +1,76 @@ +# 📊 GitHub Pulse Scout — areal-project/AReaL + +**Window:** 2026-06-26T05:30:07.286Z → 2026-07-03T05:30:07.285Z **Issues fetched:** 16 + +## Activity + +| Metric | Count | +| :---------------- | ----: | +| 🆕 New issues | 7 | +| ✅ Closed issues | 1 | +| 📂 Currently open | 15 | + +## Response efficiency + +| Metric | Value | +| :--------------------- | -----: | +| Avg close time (hours) | 1391.2 | +| Avg close time (days) | 57.97 | +| Closed sample size | 1 | +| Unique issue authors | 9 | + +## Top labels + +| Label | Count | +| :---------------------- | ----: | +| `stale` | 7 | +| `bug` | 3 | +| `call-for-contribution` | 2 | +| `roadmap` | 2 | +| `question` | 1 | + +## 🔥 Hottest issues + +- [#1302](https://github.com/areal-project/AReaL/issues/1302) — [Roadmap] 2026 Q2 + Milestones (💬 **10**) +- [#1381](https://github.com/areal-project/AReaL/issues/1381) — [Roadmap] 2026 H2 + Milestones (💬 **8**) +- [#1439](https://github.com/areal-project/AReaL/issues/1439) — [BUG] NCCL timeout + during weight synchronization on A800 with AReaL ControllerV2 (💬 **4**) +- [#1366](https://github.com/areal-project/AReaL/issues/1366) — [BUG] Qwen models crash + with DTensor dispatch error under TP > 1 (💬 **3**) +- [#1394](https://github.com/areal-project/AReaL/issues/1394) — [Question] Example for + training on SWE (agentic software-engineering) tasks? (💬 **2**) + +## 🤖 AI Summary + +# Pulse summary — last **7 days** + +### Overall + +Activity is steady but response cadence is slow, with a **~58‑day** average close time +and only one issue closed this week. Momentum is concentrated in roadmap planning and v2 +reliability fixes, while **15** issues remain open and risk stagnation. + +### Trends & focus + +- New issues (7) outpace closures, keeping the backlog elevated and **stale** labels + dominant. +- Heavy focus on v2 microservice stability, cross‑tokenizer distillation, and + reward/aggregation configurability. +- Core bugs cluster on NCCL/DTensor deadlocks, HF chat‑template token desync, and + rollout‑capacity bypasses (#1439, #1366, #1481). +- Contributors are engaged (9 unique authors) but reviews and merges lag behind design + discussions. + +### Recommendations + +- Triage and close truly stale roadmap items to reduce noise and focus effort. +- Prioritize fixes for rollout capacity, reward normalization footguns, and SDPA logp + corruption to unblock stable training. +- Set service‑level targets (e.g., first response < 72 h, close easy bugs within 2 + weeks) and assign owners to high‑impact bugs. + +Generated on 2026-07-03T05:30:07.290Z by +[GH Pulse Scout](https://github.com/oss-infra/gh-pulse-scout), a tool that analyzes +GitHub issue data to provide insights into project health and trends with AI 💖.