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repowisedino65-dev/v-loop

Commits

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

3of 15 scored

3 commits sit in this repo's top risk tercile, which is 20% of the 15scored. 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 9.8 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.

Fix commits00%Commits whose subject reads as a bug fix rather than new work.Change diffusion2.58bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold9.8out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Began feature-led, now leaning other.

Feature27%
Fix7%
Docs7%
Test20%
Other40%

Review-priority queue

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 review-priority queue
#CommitAuthorWhenLinesReview priorityTop driver
1
500dc1c3Graph compiler now materializes typed action-rule, approval, evaluator, receipt, guard-join, and acceptance paths. Durable scheduler and transition monitor make invalid controller transitions fail closed. Added causal event storage, per-iteration node IDs, instance-bound receipts, semantic evidence graphs, replayable TLA+ counterexamples, signed execution certificates, proof-carrying workspace transitions, and signed paired harness experiments. Added focused runtime tests for joins, approval nod
Dinmay Kumar Brahma
3w ago+2.2K -64
90thElevated
more lines added than baseline
2
f3fded3aHarden durable production workflow services
Dinmay Kumar Brahma
1mo ago+2.9K -110
90thElevated
more lines added than baseline
3
31311732Implement verified adaptive loop agent
Dinmay Kumar Brahma
1mo ago+3.7K -0
90thElevated
more lines added than baseline
4
02b59b55External graph nodes now require signed, role-owned completions bound to graph, contract, run, node instance, artifacts, and expiry. Scheduler uses durable reserve → complete transitions; certificates replay that same lifecycle. Split snapshot request/materialization and executor dispatch/result paths; removed target-payload success fabrication. Compiled concrete evaluator/receipt nodes per protected evaluation plan and bound signed receipts to exact graph instances. Added dynamic policy/approva
Dinmay Kumar Brahma
3w ago+1.2K -329
63thTypical
more lines added than baseline
5
34c10ae8mplemented the audit’s P0 fixes plus baseline deployment hardening. Idempotency now rejects key reuse across different intent digests. Approval and reconciliation are resumable workflow phases. Protected evaluator orchestration is wired into controller/runtime verification. Safety gates, global final guards, and probes cover multi-step acceptance. Memory promotion uses aggregate completion evidence and all run evidence refs. Profiles bind risk/probe metadata; production validates probe-policy di
Dinmay Kumar Brahma
1mo ago+1.8K -128
63thTypical
more lines added than baseline
6
e6922131Production configuration gate: [runtime.py](/data/ssd2/v_loop/src/vloop/runtime.py) rejects insecure executors, unsigned required checks, missing durable stores/probes/final verifier, missing signed approvals, and mismatched policy/executor keys. Receipt schema v2 binds canonical artifact manifest, primary artifact, contract, workspace snapshot, evaluator image/test-suite policy, key ID, and revocation epoch in [receipts.py](/data/ssd2/v_loop/src/vloop/receipts.py). Crash-safe SQLite idempotency
Dinmay Kumar Brahma
1mo ago+1.7K -132
63thTypical
more lines added than baseline
7
f5ca857dImplemented the review’s P0 security corrections plus key P1 hardening.
Dinmay Kumar Brahma
1mo ago+1.6K -133
63thTypical
more lines added than baseline
8
53efe3ecadd
Dinmay Kumar Brahma
1mo ago+1.4K -38
63thTypical
more lines added than baseline
9
6d9d936e ailed executions cannot advance criteria, reach final acceptance, or enter completion evidence. Prepared operations are deterministic, persisted before effects, and reconciled only via operation-bound signed receipts. Production requires the concrete Firecracker reconciler and prevents dependency overrides. Probe digests bind complete immutable manifests; evaluator plans are matched to receipt policies. Firecracker remote calls use a canonical execution-spec digest including workspace snapshot
Dinmay Kumar Brahma
1mo ago+877 -68
43thTypical
more lines added than baseline
10
a8233954Typed graph runtime now statically checks authority chains, guard dominance, recovery, cycles/timeouts, provenance flow, memory authority, and human escalation. Prepared effects, Firecracker specs/reconciliation, evaluator requests, and signed receipts are graph/node-bound. Added constrained read-only dynamic subgraphs, governed harness evolution with independent promotion/rollback, and model-controlled topology benchmarks.
Dinmay Kumar Brahma
3w ago+1.0K -10
37thTypical
more lines added than baseline
11
5c6c1248mplemented the Rust-native trusted-kernel foundation without breaking the Python API. What moved to Rust when installed: SHA-256 over canonical bytes Ed25519 signing/verification for capabilities, approvals, receipts, artifacts, completions, and certificates Strict key/signature validation and native API version checks
Dinmay Kumar Brahma
3w ago+945 -49
30thBelow typical
more lines added than baseline
12
2288daaaImplemented the Phase 1 graph-runtime foundation
Dinmay Kumar Brahma
4w ago+369 -20
23thBelow typical
more lines added than baseline
13
fe690439Reorganized the public API around clear trust-boundary folders: vloop.control — contracts, policy, controller, runtime, recovery vloop.evidence — attestations, snapshots, receipts, ledger, certificates vloop.execution — executors, Firecracker, supervisor integration vloop.intelligence — planner, context, memory, probes, repair, shadow model vloop.governance — harness evaluation, promotion, rollback, delegation
Dinmay Kumar Brahma
3w ago+344 -25
17thBelow typical
more lines added than baseline
14
4229736bChange badge link to Ask DeepWiki
DINMAY KUMAR BRAHMA
4h ago+1 -1
10thBelow typical
fewer lines added than baseline
15
76c70a34Update README.md
DINMAY KUMAR BRAHMA
2w ago+0 -0
3thBelow typical
fewer lines added than baseline
  • 500dc1c3Graph compiler now materializes typed action-rule, approval, evaluator, receipt, guard-join, and acceptance paths. Durable scheduler and transition monitor make invalid controller transitions fail closed. Added causal event storage, per-iteration node IDs, instance-bound receipts, semantic evidence graphs, replayable TLA+ counterexamples, signed execution certificates, proof-carrying workspace transitions, and signed paired harness experiments. Added focused runtime tests for joins, approval nod
    Author
    Dinmay Kumar Brahma
    When
    3w ago
    Lines
    +2.2K -64
    Review priority
    90thElevated
  • f3fded3aHarden durable production workflow services
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +2.9K -110
    Review priority
    90thElevated
  • 31311732Implement verified adaptive loop agent
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +3.7K -0
    Review priority
    90thElevated
  • 02b59b55External graph nodes now require signed, role-owned completions bound to graph, contract, run, node instance, artifacts, and expiry. Scheduler uses durable reserve → complete transitions; certificates replay that same lifecycle. Split snapshot request/materialization and executor dispatch/result paths; removed target-payload success fabrication. Compiled concrete evaluator/receipt nodes per protected evaluation plan and bound signed receipts to exact graph instances. Added dynamic policy/approva
    Author
    Dinmay Kumar Brahma
    When
    3w ago
    Lines
    +1.2K -329
    Review priority
    63thTypical
  • 34c10ae8mplemented the audit’s P0 fixes plus baseline deployment hardening. Idempotency now rejects key reuse across different intent digests. Approval and reconciliation are resumable workflow phases. Protected evaluator orchestration is wired into controller/runtime verification. Safety gates, global final guards, and probes cover multi-step acceptance. Memory promotion uses aggregate completion evidence and all run evidence refs. Profiles bind risk/probe metadata; production validates probe-policy di
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +1.8K -128
    Review priority
    63thTypical
  • e6922131Production configuration gate: [runtime.py](/data/ssd2/v_loop/src/vloop/runtime.py) rejects insecure executors, unsigned required checks, missing durable stores/probes/final verifier, missing signed approvals, and mismatched policy/executor keys. Receipt schema v2 binds canonical artifact manifest, primary artifact, contract, workspace snapshot, evaluator image/test-suite policy, key ID, and revocation epoch in [receipts.py](/data/ssd2/v_loop/src/vloop/receipts.py). Crash-safe SQLite idempotency
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +1.7K -132
    Review priority
    63thTypical
  • f5ca857dImplemented the review’s P0 security corrections plus key P1 hardening.
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +1.6K -133
    Review priority
    63thTypical
  • 53efe3ecadd
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +1.4K -38
    Review priority
    63thTypical
  • 6d9d936e ailed executions cannot advance criteria, reach final acceptance, or enter completion evidence. Prepared operations are deterministic, persisted before effects, and reconciled only via operation-bound signed receipts. Production requires the concrete Firecracker reconciler and prevents dependency overrides. Probe digests bind complete immutable manifests; evaluator plans are matched to receipt policies. Firecracker remote calls use a canonical execution-spec digest including workspace snapshot
    Author
    Dinmay Kumar Brahma
    When
    1mo ago
    Lines
    +877 -68
    Review priority
    43thTypical
  • a8233954Typed graph runtime now statically checks authority chains, guard dominance, recovery, cycles/timeouts, provenance flow, memory authority, and human escalation. Prepared effects, Firecracker specs/reconciliation, evaluator requests, and signed receipts are graph/node-bound. Added constrained read-only dynamic subgraphs, governed harness evolution with independent promotion/rollback, and model-controlled topology benchmarks.
    Author
    Dinmay Kumar Brahma
    When
    3w ago
    Lines
    +1.0K -10
    Review priority
    37thTypical
  • 5c6c1248mplemented the Rust-native trusted-kernel foundation without breaking the Python API. What moved to Rust when installed: SHA-256 over canonical bytes Ed25519 signing/verification for capabilities, approvals, receipts, artifacts, completions, and certificates Strict key/signature validation and native API version checks
    Author
    Dinmay Kumar Brahma
    When
    3w ago
    Lines
    +945 -49
    Review priority
    30thBelow typical
  • 2288daaaImplemented the Phase 1 graph-runtime foundation
    Author
    Dinmay Kumar Brahma
    When
    4w ago
    Lines
    +369 -20
    Review priority
    23thBelow typical
  • fe690439Reorganized the public API around clear trust-boundary folders: vloop.control — contracts, policy, controller, runtime, recovery vloop.evidence — attestations, snapshots, receipts, ledger, certificates vloop.execution — executors, Firecracker, supervisor integration vloop.intelligence — planner, context, memory, probes, repair, shadow model vloop.governance — harness evaluation, promotion, rollback, delegation
    Author
    Dinmay Kumar Brahma
    When
    3w ago
    Lines
    +344 -25
    Review priority
    17thBelow typical
  • 4229736bChange badge link to Ask DeepWiki
    Author
    DINMAY KUMAR BRAHMA
    When
    4h ago
    Lines
    +1 -1
    Review priority
    10thBelow typical
  • 76c70a34Update README.md
    Author
    DINMAY KUMAR BRAHMA
    When
    2w ago
    Lines
    +0 -0
    Review priority
    3thBelow typical
Showing 15 of 15 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

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.

010↑ typical↑ elevated0.05.010.0Supporting diff-shape score →
Below typical
Typical
Elevated

Size against diffusion

The 15 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.

1101001,000Lines changed (log) →0.04.1Diffusion →
Below typical5
Typical7
Elevated3

Commit history for dino65-dev/v-loop

dino65-dev/v-loop has 15 commits in its history from 2 contributors, the first of them Jul 14, 2026. In the last 90 days 53 files were touched, 173 times in total, most often controller.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.