Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.
Needs review
1,026 commits sit in this repo's top risk tercile, which is 33% of the 3,072scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 8.4 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.
Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.
Consistently other-driven across its history.
Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.
| # | Commit | Author | When | Lines | Risk | Top driver |
|---|---|---|---|---|---|---|
| 1 | 37b36c8brefactor(loading): collapse qwen35 to one public load_weights entry | Björn Bösel | 1mo ago | +17.8K -5.8K | 100%Elevated | more lines added than baseline |
| 2 | 09800fbfrefactor(rdna-compute): decompose GPU dispatch object (#342) | Björn Bösel | 2mo ago | +35.2K -34.2K | 100%Elevated | more lines added than baseline |
| 3 | a18d694achore(quality-eval): generate eval slice + populate canary fixture | Kevin Readclaudeassisted | 3mo ago | +45.8K -31 | 100%Elevated | more lines added than baseline |
| 4 | a020c8e1feat(cdna): MI300X calibration optimization (Phase 2-5) + gfx942 baseline + wave64 residual gemv (#90) | Kaden Schuttclaudeassisted | 3mo ago | +65.4K -48 | 100%Elevated | more lines added than baseline |
| 5 | bccc9a17wmma correctness fix + MQ6 family + cross-arch prefill + gate framework | Kaden Schuttclaudeassisted | 4mo ago | +35.4K -11.8K | 100%Elevated | more lines added than baseline |
| 6 | 72620fc9Track C: HFQ4 KV cache — 5 experiments completed | Kaden Schuttclaudeassisted | 4mo ago | +72.3K -56 | 100%Elevated | more lines added than baseline |
| 7 | a9dc252fPer-layer profiling infrastructure + full benchmark report | Kaden Schuttclaudeassisted | 4mo ago | +482.6K -0 | 100%Elevated | more lines added than baseline |
| 8 | 94d0bf2bfeat(runtime): FireMap - grow Qwen3.5 KV on demand with HIP VMM (#549) | 黃思銘-HKUST | 1w ago | +8.1K -746 | 99%Elevated | more lines added than baseline |
| 9 | a064932cfeat(kernels): lower radiowave into beta and compile kernels through it | Kaden Schutt | 2w ago | +9.0K -20 | 99%Elevated | more lines added than baseline |
| 10 | 64f16d22docs(skills): promote canonical workflow overhaul | Kaden Schutt | 3w ago | +4.0K -3.2K | 99%Elevated | more lines added than baseline |
| 11 | 1a0acd11docs: promote lfm-redline documentation foundations | Kaden Schutt | 3w ago | +8.5K -4.9K | 99%Elevated | more lines added than baseline |
| 12 | 3240ad0edispatch: graft redline replay behind fail-closed gate | Kaden Schutt | 4w ago | +12.7K -0 | 99%Elevated | more lines added than baseline |
| 13 | 53bdf083feat: agentic PR merge-gate (Tier-3 GPU gate + autoresearch/ar package) | Kaden Schuttclaudeassisted | 4w ago | +11.3K -0 | 99%Elevated | more lines added than baseline |
| 14 | 1876bd8efix(gate-up): make nosync variants buildable and opt-in | Kaden Schutt | 2mo ago | +5.8K -2.3K | 99%Elevated | more lines added than baseline |
| 15 | 0be4ad16refactor(paro): remove stale env-gated experiments | Björn Bösel | 2mo ago | +15.0K -7.3K | 99%Elevated | more lines added than baseline |
| 16 | 0884535cQwen3.5/3.6 grammar-guided tool calling and prompt caching | Nick Woolmer | 2mo ago | +6.5K -234 | 99%Elevated | more lines added than baseline |
| 17 | 1cafa192[codex] Land A3B MTP and DFlash perfmaxx work (#352) | Kaden Schutt | 2mo ago | +5.6K -1.5K | 99%Elevated | more lines added than baseline |
| 18 | 15a96b98research(paroquant): add G256 milestone probes | Kaden Schutt | 2mo ago | +6.5K -676 | 99%Elevated | more lines added than baseline |
| 19 | b263fb3cfeat(arch-deepseek4): add DeepSeek V4 Flash support (arch_id=9) | Nick Woolmerclaudeassisted | 2mo ago | +25.3K -3.1K | 99%Elevated | more lines added than baseline |
| 20 | 6c014fc6dots-ocr: phase 0 item 5 — HF + vLLM reference captures | Kevin Readclaudeassisted | 2mo ago | +7.8K -7 | 99%Elevated | more lines added than baseline |
| 21 | 80a196c0feat(gfx10): add MQ3 HFQ3 batched prefill (#298) | Kevin Read | 2mo ago | +8.6K -274 | 99%Elevated | more lines added than baseline |
| 22 | 43dd014efeat(moe+profile): i8 MMQ MoE grouped family + k4 pipeline depth + rocprof coverage | Kaden Schuttclaudeassisted | 2mo ago | +5.4K -3 | 99%Elevated | more lines added than baseline |
| 23 | b832ba7cMega integration: iterative AWQ/GPTQ plus Kevin PR stack (#296) | Kaden Schutt | 2mo ago | +9.4K -218 | 99%Elevated | more lines added than baseline |
| 24 | 42a83f27Add Python Astrea and Atlas tooling | Kaden Schutt | 2mo ago | +8.8K -144 | 99%Elevated | more lines added than baseline |
| 25 | b2ee1ba1perf(mq-lloyd): clear ≥120 tok/s ship gate — continuation of #115 (#181) | Kevin Readclaudeassisted | 3mo ago | +6.3K -92 | 99%Elevated | more lines added than baseline |
| 26 | caa40091feat(gfx906): MMQ kernel redesign + AR decode optimizations — 5× prefill, +16% decode (96% of stock llama.cpp) (#158) | Kevin Readclaudeassisted | 3mo ago | +7.0K -107 | 99%Elevated | more lines added than baseline |
| 27 | f0f0d9dbtest(quality-gate): refresh gfx1100 MQ4 baselines on dflash (branch-local) | Kaden Schuttclaudeassisted | 3mo ago | +10.6K -13.5K | 99%Elevated | more lines added than baseline |
| 28 | 438894a1perf(wmma): 4.1× prefill via WMMA GEMM + turbo→givens cleanup | Kaden Schuttclaudeassisted | 4mo ago | +13.4K -21.2K | 99%Elevated | more lines added than baseline |
| 29 | 1dc18633feat(quality-gate): add 9B MQ4 gfx1010 baselines from BC-250 | Kaden Schuttclaudeassisted | 4mo ago | +6.0K -0 | 99%Elevated | more lines added than baseline |
| 30 | 76b17fe5feat(quality-gate): add 4B MQ4 gfx1010 baselines from BC-250 | Kaden Schuttclaudeassisted | 4mo ago | +6.0K -0 | 99%Elevated | more lines added than baseline |
| 31 | 31db0ef3feat(magnum): add MagnumQuant + butterfly rotation research crate | Kaden Schuttclaudeassisted | 4mo ago | +5.7K -0 | 99%Elevated | more lines added than baseline |
| 32 | 8b0455dffeat(quality-gate): mandatory MQ4 output regression gate + pre-commit hook | Kaden Schuttclaudeassisted | 4mo ago | +18.7K -0 | 99%Elevated | more lines added than baseline |
| 33 | 9fa33b33feat(installer): add native setup wizard and updates | Kaden Schutt | 1w ago | +4.5K -1.4K | 99%Elevated | more lines added than baseline |
| 34 | 2a960e19feat: replace TypeScript control plane with Rust | Kaden Schutt | 3w ago | +11.1K -18.8K | 99%Elevated | more lines added than baseline |
| 35 | f8fe55d5feat(mfp4-E8): commit runtime infra (E8/Lloyd/P GEMV kernels + dispatch wiring) | Kaden Schuttclaudeassisted | 2mo ago | +2.6K -4 | 99%Elevated | more lines added than baseline |
| 36 | fd9cfefffold(#415): AWQ on sub-4-bit quant arms onto staging (dual-land) | Kaden Schuttclaudeassisted | 2mo ago | +3.2K -1.6K | 99%Elevated | more lines added than baseline |
| 37 | 590c25d6fold(lfm2moe+minimax): bring arch_id 10/11 onto feature/dispatch-unification (Ship 2) | Kaden Schuttclaudeassisted | 2mo ago | +5.7K -2 | 99%Elevated | more lines added than baseline |
| 38 | 14697380chore: format changed Rust files | Sadara Kael | 2mo ago | +3.0K -1.7K | 99%Elevated | more lines added than baseline |
| 39 | 9c659c72fix(vision): satisfy changed-file CI | Kaden Schutt | 2mo ago | +3.2K -999 | 99%Elevated | more lines added than baseline |
| 40 | de2c5155fix(kernel-cache): version cache key + self-heal invalid device images | Nick Woolmer | 2mo ago | +3.5K -1.1K | 99%Elevated | more lines added than baseline |
| 41 | 2da44875feat(attn): dots.ocr vision and decode kernels (#369) | Kevin Read | 2mo ago | +4.0K -64 | 99%Elevated | more lines added than baseline |
| 42 | 0db91605feat(rdna-compute): WMMA flash attention for asym4 text prefill | Kevin Read | 2mo ago | +3.2K -4 | 99%Elevated | more lines added than baseline |
| 43 | adfc9a01test: use q8 for DFlash perf gates | Kaden Schutt | 2mo ago | +4.4K -38 | 99%Elevated | more lines added than baseline |
| 44 | c5c883cefeat(qwen2): add standalone architecture crate (#297) | Kevin Read | 2mo ago | +5.6K -9 | 99%Elevated | more lines added than baseline |
| 45 | 805d0490feat(prefill): Path 1 + Path 2 MoE prefill grouped-WMMA-GEMM | Kaden Schuttclaudeassisted | 2mo ago | +2.3K -68 | 99%Elevated | more lines added than baseline |
| 46 | 391e8d8cfeat(mq3): _mb4 batch-tile fanout for HFQ3 + MQ3-Lloyd (+77% / +68% gfx1151 9B) | Kevin Readclaudeassisted | 3mo ago | +2.3K -0 | 99%Elevated | more lines added than baseline |
| 47 | 77d61727feat(gfx906): HFQ6/MQ6 Phase A — wave64 + dp4a kernel stack (+41% decode, +248% prefill) (#187) | Kevin Read | 3mo ago | +2.0K -12 | 99%Elevated | more lines added than baseline |
| 48 | 335b3362feat(detect): coherence_probe + hipfire-detect lib — user-facing model behavior debugger (#194) | Kaden Schutt | 3mo ago | +3.6K -0 | 99%Elevated | more lines added than baseline |
| 49 | 34579d74MQ3-Lloyd WMMA prefill (#116 Phase 5) — Phases A+B1+B2+B3+C (#195) | Kevin Readclaudeassisted | 3mo ago | +3.6K -114 | 99%Elevated | more lines added than baseline |
| 50 | df000b69PFlash speculative prefill: Phase 5 ship + regression gate (closes #93) (#135) | Kaden Schuttclaudeassisted | 3mo ago | +7.1K -28 | 99%Elevated | more lines added than baseline |
Two views of the same model: where the cuts fall, and what commit shape lands you above them.
Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.
The 200 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.
rakaarwaky/hipfire has 3,279 commits in its history from 37 contributors, the first of them Mar 20, 2026. In the last 90 days 921 files were touched, 5,186 times in total, most often kernels.rs. Every commit is scored for change risk from its size, spread and the history of the files it touches.
