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
547 commits sit in this repo's top risk tercile, which is 36% of the 1,513scored. 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 9.1 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 feature-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 | e998855drefactor: thin control-plane integrations and package surfaces | Jay Scambler | 4mo ago | +18.1K -5.3K | 100%Elevated | more lines added than baseline |
| 2 | d3ec416dAdd loop controller, custom scenarios, run manager, and TUI scaffold | Jay Scambler | 6mo ago | +793.7K -211 | 100%Elevated | more lines added than baseline |
| 3 | eed83171Add programmable runtime composition and transactional activation (#1282) | Jay Scambler | 2d ago | +7.5K -52 | 100%Elevated | more lines added than baseline |
| 4 | 25f60b80Standardize and contract the public CLI surface (#1280) | Jay Scambler | 3d ago | +17.2K -789 | 100%Elevated | more lines added than baseline |
| 5 | 170b3c9aAC-852, AC-853, AC-854: decompose ws-server routing, CLI handlers, and GenerationRunner.run (#1151) | Jay Scambler | 1mo ago | +5.1K -4.6K | 100%Elevated | more lines added than baseline |
| 6 | 535c3c59feat: add runtime session surfaces and TUI activity controls | Jay Scambler | 3mo ago | +9.7K -395 | 100%Elevated | more lines added than baseline |
| 7 | 65c54435chore: release 0.4.4 (#737) | Jay Scambler | 3mo ago | +22.5K -316 | 100%Elevated | more lines added than baseline |
| 8 | b40632d4refactor: extract analytics traces and training workflows | Jay Scambler | 4mo ago | +8.9K -4.1K | 100%Elevated | more lines added than baseline |
| 9 | e4b0c9f4refactor: extract platform foundation workflows | Jay Scambler | 4mo ago | +8.7K -3.7K | 100%Elevated | more lines added than baseline |
| 10 | d323584drefactor: simplify new-scenario materialization pipeline | Jay Scambler | 4mo ago | +5.9K -245 | 100%Elevated | more lines added than baseline |
| 11 | e98701carefactor: extract scenario family and validation workflows | Jay Scambler | 4mo ago | +5.0K -2.5K | 100%Elevated | more lines added than baseline |
| 12 | 548dc370Initial commit: MTS control plane | Jay Scambler | 6mo ago | +9.2K -0 | 100%Elevated | more lines added than baseline |
| 13 | e3d47560fix(tui): harden autoctx 0.16.1 release (#1285) | Jay Scambler | 2d ago | +5.2K -312 | 98%Elevated | more lines added than baseline |
| 14 | 311b2ddafeat(tui): implement AC-963 through AC-972 (#1283) | Jay Scambler | 2d ago | +5.5K -1.0K | 98%Elevated | more lines added than baseline |
| 15 | fc522466fix: cuda extra installs the full sft stack (torch/transformers/peft/...) (AC-891 review) (#1194) | Jay Scambler | 1mo ago | +2.8K -1.8K | 98%Elevated | more lines added than baseline |
| 16 | f0486eeedeps: remediate Dependabot alerts (runtime highs + dev criticals) (#1155) | Jay Scambler | 1mo ago | +5.4K -4.1K | 98%Elevated | more lines added than baseline |
| 17 | 1ef18572refactor: shrink ts cli dispatcher | Jay Scambler | 1mo ago | +3.5K -3.5K | 98%Elevated | more lines added than baseline |
| 18 | 4fbfa678AC-778 AC-779 AC-780 AC-781: Background session OSS contracts | Jay Scambler | 2mo ago | +4.2K -106 | 98%Elevated | more lines added than baseline |
| 19 | 3515a125feat(mission): AC-697 mission Python parity slice 2 (manager + verifiers + planner) (#1015) | Jay Scambler | 2mo ago | +2.0K -5 | 98%Elevated | more lines added than baseline |
| 20 | c014b56dfix(ac-733..738): improve judge, runtime budget, CLI ergonomics (#906) | Jay Scambler | 3mo ago | +3.3K -322 | 98%Elevated | more lines added than baseline |
| 21 | 22c5041ffeat(control-plane/instrument): Layers 6+7 — pipeline modes + CLI (autoctx instrument) (A2-I) | Jay Scambler | 3mo ago | +3.9K -2 | 98%Elevated | more lines added than baseline |
| 22 | b174b50bfeat(control-plane/instrument): Layer 5 — planner (conflict, imports, indentation, compose) (A2-I) | Jay Scambler | 3mo ago | +2.6K -2 | 98%Elevated | more lines added than baseline |
| 23 | cce6466efeat(control-plane): Layer 9 — PR emission pipeline (gh/git/patch-only modes) | Jay Scambler | 4mo ago | +3.2K -3 | 98%Elevated | more lines added than baseline |
| 24 | 213ac423feat(control-plane): Layers 7–8 — eval ingestion + CLI commands | Jay Scambler | 4mo ago | +2.8K -1 | 98%Elevated | more lines added than baseline |
| 25 | ff0d53dffeat(control-plane): Layers 5–6 — actuators (interface, shared helpers, four concrete types) | Jay Scambler | 4mo ago | +2.5K -0 | 98%Elevated | more lines added than baseline |
| 26 | 8d94c924feat(control-plane): Layer 4 — registry I/O with locking, repair, validate | Jay Scambler | 4mo ago | +2.8K -1 | 98%Elevated | more lines added than baseline |
| 27 | 2556d05arefactor: finish execution-surface cleanup and encapsulation | Jay Scambler | 4mo ago | +2.3K -935 | 98%Elevated | more lines added than baseline |
| 28 | a2241559fix: pi-autocontext best practices — error handling, rendering, guidelines, prompts (v0.2.0) | Jay Scambler | 4mo ago | +4.7K -952 | 98%Elevated | more lines added than baseline |
| 29 | af7b2c0cfeat(AC-427): official Pi package/extension for autocontext | Jay Scambler | 4mo ago | +6.0K -0 | 98%Elevated | more lines added than baseline |
| 30 | 9300c92aadd production repl surfaces for ts task runtime | Jay Scambler | 4mo ago | +3.1K -65 | 98%Elevated | more lines added than baseline |
| 31 | 458aa06bfeat(AC-251, AC-253): operator-in-the-loop and multi-agent coordination scenario families (#397) | Jay Scambler | 5mo ago | +3.5K -3 | 98%Elevated | more lines added than baseline |
| 32 | dbb875f2feat(AC-252, AC-254): schema-evolution and tool-fragility scenario families (#395) | Jay Scambler | 5mo ago | +3.8K -3 | 98%Elevated | more lines added than baseline |
| 33 | 3d52013bfix: wire investigation and workflow families end to end | Jay Scambler | 5mo ago | +2.3K -6 | 98%Elevated | more lines added than baseline |
| 34 | 0ad3a49afeat: SampleStateGenerator, HarnessTester, and HarnessSynthesizer (MTS-146, MTS-148, MTS-147) (#288) | Jay Scambler | 5mo ago | +1.8K -0 | 98%Elevated | more lines added than baseline |
| 35 | 06789f6bfeat: Phase A autoharness — pre-validation, RLM competitor, harness validators (#189) | Jay Scambler | 5mo ago | +3.3K -18 | 98%Elevated | more lines added than baseline |
| 36 | 69692c38feat: autoresearch RLM integration with pipeline wiring (AR-1 through AR-6) | Jay Scambler | 5mo ago | +4.2K -6 | 98%Elevated | more lines added than baseline |
| 37 | 6127dd10feat: TypeScript port — ImprovementLoop, runtimes, MCP server, CLI (MTS-8/9/10/11) (#37) | Jay Scambler | 5mo ago | +2.7K -56 | 98%Elevated | more lines added than baseline |
| 38 | 592abeddfeat: TypeScript foundation — core types, judge, storage (MTS-7) (#35) | Cirdan Shipwright | 5mo ago | +3.1K -0 | 98%Elevated | more lines added than baseline |
| 39 | 2353c5f4feat: add Monty sandbox executor with code strategies and RLM backend | Jay Scambler | 5mo ago | +3.5K -36 | 98%Elevated | more lines added than baseline |
| 40 | 1bb33142feat: complete harness extraction Phases 1-3 (550 tests) | Jay Scambler | 5mo ago | +3.0K -818 | 98%Elevated | more lines added than baseline |
| 41 | 23c379a3AC-946 Add ratcheted dependency boundaries (#1281) | Jay Scambler | 2d ago | +3.6K -2.9K | 95%Elevated | more lines added than baseline |
| 42 | 7c6c732eCollect deep thinking streams across providers (#1267) | Jay Scambler | 5d ago | +2.7K -93 | 95%Elevated | more lines added than baseline |
| 43 | 9605088ffeat(AC-913): constrained decoding for role outputs, wired end to end (#1257) | Jay Scambler | 6d ago | +1.8K -95 | 95%Elevated | more lines added than baseline |
| 44 | 80cb1678feat(AC-911): declare endpoint capability and separate it from hosting (#1256) | Jay Scambler | 6d ago | +3.1K -213 | 95%Elevated | more lines added than baseline |
| 45 | 0e377db2fix(AC-910): consolidate seven model-JSON extractors onto one parser (#1252) | Jay Scambler | 1w ago | +2.4K -188 | 95%Elevated | more lines added than baseline |
| 46 | 8fcc58e0AC-909: type-check all 833 test files and add the CI ratchet (#1248) | Jay Scambler | 1w ago | +2.5K -1.1K | 95%Elevated | more lines added than baseline |
| 47 | 61e15ba0feat(server): emit durable agent progress notes (#1231) | Jay Scambler | 2w ago | +2.6K -409 | 95%Elevated | more lines added than baseline |
| 48 | a31805dafeat(server): emit durable agent progress notes (#1228) | Jay Scambler | 2w ago | +2.3K -376 | 95%Elevated | more lines added than baseline |
| 49 | 33f68ac3feat(server): emit live agent task plans (#1226) | Jay Scambler | 3w ago | +2.0K -121 | 95%Elevated | more lines added than baseline |
| 50 | aa95ed8cfeat(server): add durable run transcript replay (#1215) | Jay Scambler | 1mo ago | +3.5K -148 | 95%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/autocontext has 2,031 commits in its history from 5 contributors, the first of them Feb 12, 2026. In the last 90 days 1,388 files were touched, 2,887 times in total, most often index.ts. Every commit is scored for change risk from its size, spread and the history of the files it touches.
