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
215 commits sit in this repo's top risk tercile, which is 34% of the 640scored. 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 7.8 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 fix-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 | 1ea677bcfeat: v1.1.0 - Hardware discoverability, file upload, MCP tools, live HF search | Gordon | 4w ago | +12.4K -0 | 100%Elevated | more lines added than baseline |
| 2 | 01246e00Ghoshtlink wiring | Gordon | 4w ago | +11.4K -794 | 100%Elevated | more lines added than baseline |
| 3 | e594e36efeat(gui): complete modern React 18 GUI replacement with tools & MCP support | Ghostlink Developer | 1mo ago | +15.4K -210 | 100%Elevated | more lines added than baseline |
| 4 | e9a8ebfaHarden production gates and complete Mohawk GUI validation paths | Ryan | 1mo ago | +6.0K -76 | 100%Elevated | more lines added than baseline |
| 5 | 1f507831Framework & coding partial | Sovereign Map Test Suite | 1mo ago | +5.4K -247 | 100%Elevated | more lines added than baseline |
| 6 | 1f83b324feat(gui): accessibility pass, MCP server editor, chat file attachments, model list fixes | Sovereign Map Test Suiteclaudeassisted | 3d ago | +3.5K -216 | 99%Elevated | more lines added than baseline |
| 7 | 3cc4916afeat(release): RPC allowlist, install script, JS SDK, v1.17.0 prep | Sovereign Map Test Suiteclaudeassisted | 4d ago | +5.4K -37 | 99%Elevated | more lines added than baseline |
| 8 | 698a6d3a🎨 Palette: Add Clear Chat Confirmation & Tooltip | rwilliamspbg-ops | 2w ago | +4.7K -2 | 99%Elevated | more lines added than baseline |
| 9 | b2fb55f9feat: add runtime detection module with smart model recommendations | Gordon | 1mo ago | +2.5K -285 | 99%Elevated | more lines added than baseline |
| 10 | 275d3755fix: resolve Clippy unused variable warning | Sovereign Map Test Suite | 1mo ago | +6.8K -3 | 99%Elevated | more lines added than baseline |
| 11 | 552bdbb7Wire Studio mock paths to live runtime execution | Ryan | 1mo ago | +4.5K -57 | 99%Elevated | more lines added than baseline |
| 12 | 854e6607feat: wire live networking for production multi-node cluster operation | Sovereign Map Test Suite | 1mo ago | +1.3K -1.6K | 99%Elevated | more lines added than baseline |
| 13 | b09b12edfeat: add vllm engine integration and release validation hardening | Ryan | 1w ago | +2.4K -163 | 97%Elevated | more lines added than baseline |
| 14 | 640f6936Add mDNS discovery, custom backend plugin system, and Python SDK | Sovereign Map Test Suiteclaudeassisted | 2w ago | +2.4K -64 | 97%Elevated | more lines added than baseline |
| 15 | c8b111a7feat(mcp): replace fake tool stub with real MCP server integration | Sovereign Map Test Suiteclaudeassisted | 2w ago | +2.8K -181 | 97%Elevated | more lines added than baseline |
| 16 | 594d369afeat: add unified SystemProfile with cross-platform detection | Gordon | 3w ago | +1.9K -222 | 97%Elevated | more lines added than baseline |
| 17 | 6f1d9c9dfeat: comprehensive reliability improvements for GUI API calls and interactions | Gordon | 4w ago | +2.1K -324 | 97%Elevated | more lines added than baseline |
| 18 | 3bea3575feat: stub endpoint replacement, GUI upgrades, CI+Makefile scaffolding | Gordon | 4w ago | +5.4K -662 | 97%Elevated | more lines added than baseline |
| 19 | cef7ba1fComprehensive update: AMD ROCm integration, code quality, launcher overhaul, cleanup | Gordon | 4w ago | +3.0K -4.5K | 97%Elevated | more lines added than baseline |
| 20 | 45dc43b2feat: production-hardening sweep for real GUI/backend workflows | Ryan | 1mo ago | +2.5K -226 | 97%Elevated | more lines added than baseline |
| 21 | a34942ceHarden production remediation gates and diagnostics contracts | Ryan | 1mo ago | +2.7K -129 | 97%Elevated | more lines added than baseline |
| 22 | a875f26eFix core source corruption in host planning and xdp | Ryan | 1mo ago | +1.2K -938 | 97%Elevated | more lines added than baseline |
| 23 | faa6acb4feat: wire production runtime flow, perf governance, and CI hardening | Ryan | 1mo ago | +2.8K -132 | 97%Elevated | more lines added than baseline |
| 24 | 472e2c2ddocs: correct runtime probe and testing guidance | Ryan | 1mo ago | +1.8K -2.1K | 97%Elevated | more lines added than baseline |
| 25 | 6e386897test(distributed): real E2E gate + multi-node benchmarks for ggml-rpc path | Sovereign Map Test Suiteclaudeassisted | 4d ago | +1.9K -15 | 95%Elevated | more lines added than baseline |
| 26 | df808be8release: v1.16.0 — GPU-probe timeout fix, TCP circuit breaker, model-list caching | Sovereign Map Test Suiteclaudeassisted | 1w ago | +1.6K -40 | 95%Elevated | more lines added than baseline |
| 27 | dde3638efeat(inference): real tool calling, structured output, confirmation gate, and GPU offload fix | Sovereign Map Test Suiteclaudeassisted | 1w ago | +1.7K -82 | 95%Elevated | more lines added than baseline |
| 28 | 4dd2b584feat(gui): Editor tab with copilot features (Explain/Fix/Refactor, multi-file refactor, ghost-text autocomplete, repo-aware RAG context) | Sovereign Map Test Suiteclaudeassisted | 2w ago | +2.2K -80 | 95%Elevated | more lines added than baseline |
| 29 | b954f4cefeat(security): real bearer-token auth + PQC-hybrid TLS, replacing mocked endpoints | Sovereign Map Test Suiteclaudeassisted | 2w ago | +1.5K -40 | 95%Elevated | more lines added than baseline |
| 30 | f775f0effeat(multi-node): real cross-process flow execution, replacing the fabricated demo | Sovereign Map Test Suiteclaudeassisted | 2w ago | +1.3K -101 | 95%Elevated | more lines added than baseline |
| 31 | ba86a17cfeat: harden runtime switching and clean up root docs | Ryan | 3w ago | +1.9K -343 | 95%Elevated | more lines added than baseline |
| 32 | 0a1f4aa1feat: Implement Phase 1 - Backend Registry with GPU/CPU auto-discovery | Gordon | 3w ago | +2.0K -1.7K | 95%Elevated | more lines added than baseline |
| 33 | bda039aefeat: Implement Phase 1 - Backend Registry with GPU/CPU auto-discovery | Gordon | 3w ago | +2.0K -1.7K | 95%Elevated | more lines added than baseline |
| 34 | b975b039Fix failing workflows and finalize production-ready upgrade | rwilliamspbg-ops | 4w ago | +2.0K -894 | 95%Elevated | more lines added than baseline |
| 35 | 5115662ffeat: fix chat/model load-unload, unify launch scripts, complete Phase 1-4 roadmap | Gordon | 4w ago | +2.2K -1.5K | 95%Elevated | more lines added than baseline |
| 36 | e7469217Complete production-ready upgrade of Ghost-Link distributed fabric | rwilliamspbg-ops | 4w ago | +2.0K -881 | 95%Elevated | more lines added than baseline |
| 37 | f16e3694feat: integrate real Ollama model inference with splash screen launcher | Gordon | 1mo ago | +1.2K -210 | 95%Elevated | more lines added than baseline |
| 38 | de5d9c29Redesign GUI to Open WebUI style and fix backend model/chat logic | rwilliamspbg-ops | 1mo ago | +1.1K -1.6K | 95%Elevated | more lines added than baseline |
| 39 | e11a92c9feat(gui): focused ui polish sprint with responsive layout and screenshots | Ryan | 1mo ago | +2.0K -79 | 95%Elevated | more lines added than baseline |
| 40 | c04323b5feat(test): comprehensive test suite improvements - 67+ tests | Claude (Automated Test Improvements)claudeautonomous | 1mo ago | +1.3K -36 | 95%Elevated | more lines added than baseline |
| 41 | be2bd9bdperf(native-engine): safety-net fixes, GUI model-performance controls, tool-loop tuning | Sovereign Map Test Suiteclaudeassisted | 2d ago | +1.4K -59 | 93%Elevated | more lines added than baseline |
| 42 | 0b1afdb8fix(distributed): version-mismatch corruption, contributor supervision, RPC load timeout | Sovereign Map Test Suiteclaudeassisted | 4d ago | +704 -23 | 93%Elevated | more lines added than baseline |
| 43 | f5c8a6ebfix(api): restore custom backend plugin dispatch, /v1/completions, /v1/embeddings | Sovereign Map Test Suiteclaudeassisted | 1w ago | +819 -14 | 93%Elevated | more lines added than baseline |
| 44 | 46a023c6Add real distributed inference via llama.cpp's RPC backend | Sovereign Map Test Suiteclaudeassisted | 2w ago | +1.2K -26 | 93%Elevated | more lines added than baseline |
| 45 | 38e2d4f0feat(gui): recharts utilization history, command palette motion, multi-model Compare Mode | Sovereign Map Test Suite | 2w ago | +820 -21 | 93%Elevated | more lines added than baseline |
| 46 | 26deee1afeat(gui): command palette, accessibility pass, chat code highlighting, metrics sparklines | Sovereign Map Test Suite | 2w ago | +836 -242 | 93%Elevated | more lines added than baseline |
| 47 | b14ffbd8fix: GPU offload silently dropped to CPU, hardware-detection latency, and a correctness/flaky-test sweep | Sovereign Map Test Suiteclaudeassisted | 2w ago | +1.0K -274 | 93%Elevated | more lines added than baseline |
| 48 | 165a20deperf: optimize protocol encode, planning chunking, cluster state, and autotune caching | Gordon | 3w ago | +711 -184 | 93%Elevated | more lines added than baseline |
| 49 | c029fba4perf: SPSC ring buffer spin-wait, session-level auth, Unix socket transport, target-cpu=native | Gordon | 3w ago | +930 -173 | 93%Elevated | more lines added than baseline |
| 50 | 4660270efix: hardware detection, GPU metrics, frontend bugs, and download progress | Gordon | 4w ago | +1.7K -1.2K | 93%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.
2233admin/Ghostlink has 899 commits in its history from 12 contributors, the first of them Jun 19, 2026. In the last 90 days 217 files were touched, 1,325 times in total, most often main.rs. Every commit is scored for change risk from its size, spread and the history of the files it touches.
