Public record
Software health reportschema 0.30.0 · metrics 2.3.1 · 2026-08-03 07:22 UTC

modal-labs / vprox

High-availability network proxy / VPN server, powered by WireGuard

GoMIT★ 230 stars⑂ 16 forkssince Jul 2024View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

modal-labs/vprox holds a health index of 53 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (68/100) and lowest on Engineering Quality (34/100). It was last updated 6 days ago. A single contributor accounts for most of its recent work.

53
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

53
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 52 is calibrated to 53 on the published index scale (record calibration 2026-08-02).

Ownership

Modal LabsOrganization
1,431 followers91 public repossince Aug 2021

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/modal-labs/vproxv1.0.14-1510 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

61Moderate · 21% of overall
How it's scored
36/36Push recency — last push 6 days ago
5.5/36Commit cadence — 8/52 weeks with commits
11.1/18Commit volume — 16 commits in the last year
3/10OpenSSF Scorecard: Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
Inputs used
commits_last_year16
human_commit_share1
days_since_last_push6
active_weeks_last_year8
How it's scored
27/27Ships releases — 4 releases published
7.2/36Release recency — latest release 663 days ago
27/27Release cadence — a release every ~3.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count4
latest_release_tagv1.0.3
releases_from_tagsno
days_since_latest_release663
mean_days_between_releases3.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

51Moderate · 17% of overall
How it's scored
38.3/60Stars — 230 stars
9.8/25Forks — 16 forks
3.3/15Watchers — 5 watchers
Inputs used
forks16
stars230
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

68Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.1/22.5Commit distribution — top contributor authored 64% of commits
6.8/13.5Contributor breadth — 5 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled5
top_contributor_share0.638
How it's scored
42/42Issue resolution — 100% of issues closed
26.1/30PR acceptance — 20/23 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 15/30 approved changesets -- score normalized to 5
Inputs used
merged_prs20
open_issues0
closed_issues2
prs_merged_7d0
prs_decided_7d1
prs_merged_30d4
prs_decided_30d5
issue_closed_ratio1
closed_unmerged_prs3
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.7/25Owner reach — 1,431 followers of modal-labs
23/25Track record — 91 public repos, account ~4 yr old
Inputs used
followers1,431
owner_typeOrganization
is_verified
owner_loginmodal-labs
public_repos91
account_age_days1,819

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 10 days ago
20/20Version history — 15 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/modal-labs/vprox
ecosystemsgo
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

34At Risk · 19% of overall
How it's scored
0/24CI workflows
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 20 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 6 topics
0/10Wiki
Inputs used
topicslinux, proxy, vpn, wireguard, vpn-server, high-availability
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

37Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
0/2.5CI-Tests — 0 out of 20 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 15/30 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 5 contributing companies or organizations
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
2.2/7.5Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate3
Excluded from scoring (no data or not applicable): branch_protection, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.
How it's scored
15.6/35Direct dependencies free of known advisories — 2 affected: golang.org/x/net v0.43.0 (moderate 6.5), golang.org/x/sys v0.35.0 (unknown)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
34.4/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 178 days ago
Inputs used
sourceosv
advisories44
affected_packages3
assessed_packages37
unassessed_packages0
affected_by_severitycritical 1, moderate 1, unknown 1
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 37 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

56Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
18.4/40Legible commit history — 20 of 58 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.345
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
6.9/10Demonstrated agent practice — 2 of the last 58 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.034
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/18 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes24,767
source_files_sampled18
oversized_source_files0

Key facts

230GitHub stars
5contributors
16commits, last 12 months
6days since last push
4releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 16 ⇿
0Stars
16Forks
4Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

03581013151522024-072025-072026-07
Major 1Minor 0Patch 3

Each point covers 2 days.

OpenSSF Scorecard 3.0 / 10
3.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-03 07:22 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 20 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 15/30 approved changesets -- score normalized to 5
10Contributorsproject has 5 contributing companies or organizations
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
3Maintained4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities28 existing vulnerabilities detected
Direct dependencies 10
RegistryPackageVersion constraintManifest
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.16.12go.mod
Gogithub.com/coreos/go-iptablesv0.8.0go.mod
Gogithub.com/fatih/colorv1.17.0go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/spf13/cobrav1.8.1go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/vishvananda/netlinkv1.3.0go.mod
Gogolang.org/x/netv0.43.0go.mod
Gogolang.org/x/sysv0.35.0go.mod
Gogolang.zx2c4.com/wireguard/wgctrlv0.0.0-20230429144221-925a1e7659e6go.mod
All dependencies 37

Full resolved dependency set from the GitHub dependency graph: 10 direct and 27 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.16.12direct
Gogithub.com/coreos/go-iptablesv0.8.0direct
Gogithub.com/fatih/colorv1.17.0direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/spf13/cobrav1.8.1direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/vishvananda/netlinkv1.3.0direct
Gogolang.org/x/netv0.43.0direct
Gogolang.org/x/sysv0.35.0direct
Gogolang.zx2c4.com/wireguard/wgctrlv0.0.0-20230429144221-925a1e7659e6direct
Gogithub.com/aws/aws-sdk-go-v2v1.30.4indirect
Gogithub.com/aws/smithy-gov1.20.4indirect
Gogithub.com/beorn7/perksv1.0.1indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/davecgh/go-spewv1.1.1indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/josharian/nativev1.1.0indirect
Gogithub.com/kr/textv0.2.0indirect
Gogithub.com/mattn/go-colorablev0.1.13indirect
Gogithub.com/mattn/go-isattyv0.0.20indirect
Gogithub.com/mdlayher/genetlinkv1.3.2indirect
Gogithub.com/mdlayher/netlinkv1.7.2indirect
Gogithub.com/mdlayher/socketv0.5.1indirect
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822indirect
Gogithub.com/pmezard/go-difflibv1.0.0indirect
Gogithub.com/prometheus/client_modelv0.6.2indirect
Gogithub.com/prometheus/commonv0.66.1indirect
Gogithub.com/prometheus/procfsv0.16.1indirect
Gogithub.com/spf13/pflagv1.0.5indirect
Gogithub.com/vishvananda/netnsv0.0.4indirect
Gogo.yaml.in/yaml/v2v2.4.2indirect
Gogolang.org/x/cryptov0.41.0indirect
Gogolang.org/x/syncv0.13.0indirect
Gogolang.zx2c4.com/wireguardv0.0.0-20231211153847-12269c276173indirect
Gogoogle.golang.org/protobufv1.36.8indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 37 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.41.0indirectcritical320.52.0
golang.org/x/netv0.43.0directmoderate111.26.3
golang.org/x/sysv0.35.0directunknown10.44.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "linux",
        "proxy",
        "vpn",
        "wireguard",
        "vpn-server",
        "high-availability"
      ],
      "is_fork": false,
      "size_kb": 268,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 106685
      },
      "pushed_at": "2026-07-27T20:57:12Z",
      "created_at": "2024-07-18T20:47:22Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-31T07:38:42Z",
      "description": "High-availability network proxy / VPN server, powered by WireGuard",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://modal.com",
      "name": "Modal Labs",
      "type": "Organization",
      "login": "modal-labs",
      "company": null,
      "location": "United States of America",
      "followers": 1431,
      "avatar_url": "https://avatars.githubusercontent.com/u/88658467?v=4",
      "created_at": "2021-08-09T10:10:41Z",
      "is_verified": null,
      "public_repos": 91,
      "account_age_days": 1819
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2024-10-08T11:41:26Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2025-01-27T15:42:07Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2024-10-02T03:48:27Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2024-09-27T19:06:04Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "381e1e99368af5bf155caa74de655d72c00e62fb",
          "body": "The vprox server's /connect throughput is bound by the RSA-4096 TLS\nhandshake. On a 4-vCPU proxy node the RSA-4096 private-key op runs at\n~246/s per core, capping connects at ~250/s and pegging all cores at\n100% under a container connect-storm. Past that, new connects hit the\nclient's 5s timeout (\"c\n[…]\n --takeover\nrolling upgrade picks it up on new connects.\n\n\nClaude-Session: https://claude.ai/code/session_01LSYceenC39cYijpZShWE9c\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Replace RSA-4096 control-channel cert with ECDSA P-256 (#26)",
          "author_name": "Amit Prasad",
          "author_login": "AmitPr",
          "committed_at": "2026-07-23T17:48:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "026f95b6461ee9912441c133e10ab0a8e1fa7888",
          "body": null,
          "is_bot": false,
          "headline": "Restrict healthcheck oif via BINDTODEVICE (#25)",
          "author_name": "Amit Prasad",
          "author_login": "AmitPr",
          "committed_at": "2026-07-22T22:49:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b86df924bd7ae7db64afde6511fc1a48bcda6549",
          "body": null,
          "is_bot": false,
          "headline": "Bump livenessFailureThreshold to match old liveness timeout (#24)",
          "author_name": "Amit Prasad",
          "author_login": "AmitPr",
          "committed_at": "2026-07-22T02:06:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f4643b0bfe6c6d57a93ef39b30851037b642686",
          "body": "* Replace vprox client ICMP healthchecks with WireGuard connection state\n\nThe initial healthcheck sent three pings 10ms apart and then waited out a\n5s timeout, so it was a single probe burst at t=0 rather than 5s of\nprobing. WireGuard does not retry a lost handshake initiation until\nREKEY_TIMEOUT, w\n[…]\nted and recovered in about three seconds.\n\nClaude-Session: https://claude.ai/code/session_01RTTrFeNGDmJGbBaPoSEfAJ\n\n* comments + slop\n\n* disconnect after initial connect succeeds but handshake doesn't",
          "is_bot": false,
          "headline": "Tighten up client side healthchecking and timeouts (#23)",
          "author_name": "Amit Prasad",
          "author_login": "AmitPr",
          "committed_at": "2026-07-21T20:00:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b1dd393599f5cca0da832a01a1b3cd966b4b8da",
          "body": "Adds passwordless authentication to vprox using Modal's OIDC identity tokens. Setting `VPROX_AUTH_MODE=oidc-modal` on the server enables JWT verification against Modal's OIDC issuer — on startup, the server performs OIDC discovery, fetches the JWKS signing keys, and validates every incoming token's \n[…]\nainer). All configuration uses the `VPROX_` prefix. Access control is scoped to workspace IDs only (`VPROX_OIDC_ALLOWED_WORKSPACE_IDS`), with a `*` wildcard option that logs a warning for testing use.",
          "is_bot": false,
          "headline": "Add Modal OIDC authentication (`oidc-modal`) (#20)",
          "author_name": "Luis Capelo",
          "author_login": "luiscape",
          "committed_at": "2026-03-30T03:26:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f208f03e2947d96becb4c2cd0aa56d4186b3de2",
          "body": "… (#21)\n\n* Add vital-signs monitoring to the vprox server\n\n* Add missing metrics.go file\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n* Fix units\n\n* Don't export node name from the vprox process itself; rely on vector to attach it from its env vars.\n\n* Clarify in metric nam\n[…]\nsays prometheus supports dots now\n\n* revert to __ yet again\n\n* Let monitoring read allocated.size() in a lock-free way.\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add monitoring for some vital performance metrics to the vprox server…",
          "author_name": "Apoorva Bhagwat",
          "author_login": "abhagwat",
          "committed_at": "2026-03-27T14:56:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d965665d74d9668cce59ea6a677998cf3d0e32a5",
          "body": "This reverts commit fe448718e7cc41f046ad74d30ea33a601005a968.",
          "is_bot": false,
          "headline": "Revert \"make further changes\"",
          "author_name": "Luis Capelo",
          "author_login": "luiscape",
          "committed_at": "2026-03-12T03:55:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe448718e7cc41f046ad74d30ea33a601005a968",
          "body": null,
          "is_bot": false,
          "headline": "make further changes",
          "author_name": "Luis Capelo",
          "author_login": "luiscape",
          "committed_at": "2026-03-12T03:50:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e55c40f948395643ec6eaac5f5052cfbc792ab27",
          "body": "* Implement 'relinquishing' operation and 'takeover' mode for graceful software upgrades.\n\n* Add a re-dial policy when we get ECONNREFUSED at the TCP layer.\n\n* Add a /version endpoint to let automation discover what software version a vprox server is running.\n\n* Address PR feedback, round 1\n\n* Takeo\n[…]\nanches of CleanupWireguard.\n\n* Flush logs after two important log statements to see if we get less confusing logs on server exit.\n\n* Reorder a 'defer done' as a hail mary.\n\n* Remove debugging flushes.",
          "is_bot": false,
          "headline": "Changes for more graceful vprox-server software upgrades (#18)",
          "author_name": "Apoorva Bhagwat",
          "author_login": "abhagwat",
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          "body": "* Fix a bug in eager-GC + related changes.\n\n* Rename `newPeers` -> `allPeers`. It's confusing to only track new peers; we might as well just keep a comprehensive map of all peers. This is not going to be a RAM problem (or anything like that) in the foreseeable future.\n* Get rid of the newPeers clean\n[…]\ncontext: the thread at https://modal-com.slack.com/archives/C097WDL0U8L/p1765227270645399?thread_ts=1764714865.095329&cid=C097WDL0U8L.\n\n* add a log when we unexpectedly fail to find a peer in allPeers",
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          "headline": "Fix a bug in eager-GC + related changes (#17)",
          "author_name": "Apoorva Bhagwat",
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          "headline": "Abort on unrecoverable connection errors (#16)",
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          "body": "* Two vprox client changes:\n* add more verbose logging to improve observability,\n* push call to the `done` callback that we receive from `signal.NotifyContext(...)` to later. We're hypothesizing that the vprox client is sometimes exiting ungracefully (without performing necessary cleanup) because it\n[…]\nter disengage our signal handlers only after we're done with cleanup, lest we receive two of these signals in quick succession.\n\n* Add log lines just before we call Disconnect() and DeleteInterface().",
          "is_bot": false,
          "headline": "Two vprox client changes. (#15)",
          "author_name": "Apoorva Bhagwat",
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          "oid": "6a88b7ad388d55fb4a946d63716f8ab3d8b606ef",
          "body": "…fic vprox interface. (#14)",
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          "author_name": "Apoorva Bhagwat",
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          "oid": "6647b8b4cf5d5db89af6a125e40d3d4939a70dbb",
          "body": "…ent to the vprox server, so that the server may reclaim resources for that client (crucially, its subnet IP) eagerly. (#13)\n\n* Initial draft of eager peer-GC\n\n* Use newPeers as the source of truth in cleanupPeer.",
          "is_bot": false,
          "headline": "Add a mechanism to explicitly signal disconnection from the vprox cli…",
          "author_name": "Apoorva Bhagwat",
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          "oid": "1007f1248c18c58832ee56908c773dbcdabb0112",
          "body": "As Eric points out in [this comment](https://github.com/modal-labs/vprox/pull/11#discussion_r2471336394), the [removeIdlePeers loop](https://github.com/modal-labs/vprox/blob/10aa78cb63ee35a5f7eeb3f698d701bd57d046e6/lib/server.go#L376-L378) might insta-garbage-collect a new peer if we don't add a new\n[…]\n10aa78cb63ee35a5f7eeb3f698d701bd57d046e6/lib/server.go#L187) -- only for the GC loop to clean it up later. So let's eagerly remove the newPeers entry in the error branch -- I think this is safe to do.",
          "is_bot": false,
          "headline": "vprox: Avoid a race in newPeers handling (#12)",
          "author_name": "Apoorva Bhagwat",
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          "headline": "vprox: Don't do O(N) work to figure out whether a peerIp should be re…",
          "author_name": "Apoorva Bhagwat",
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          "is_bot": false,
          "headline": "Adds MSS rule to prevent failed SSL handshakes (#10)",
          "author_name": "Luis Capelo",
          "author_login": "luiscape",
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          "author_name": "Eric Zhang",
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          "oid": "2e46050f09533de764f8612d47a87876d82cb6bc",
          "body": "Instances may have public IPs assigned after they are provisioned. The `vprox` server will fail to start if public IPs aren't yet assigned to the instance. This seems unnecessary because it doesn't need to know the public IP of the instance at all as far as I understand.\r\n\r\nThis change makes it easi\n[…]\nno public IPs, and then assign public IPs later. (AWS doesn't let you automatically assign public IPs if an instance is launched with multiple ENIs so there's a period in which we have no public IPs.)",
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          "is_bot": false,
          "headline": "Client status detection and automatic reconnecting (#4)",
          "author_name": "Jeffrey Meng",
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          "is_bot": false,
          "headline": "Support automatic discovery of IPs from AWS metadata (#3)",
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          "is_bot": false,
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                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 37,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 20 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 15/30 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "28 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 37 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 37
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "source": "osv",
              "advisories": 44,
              "affected_packages": 3,
              "assessed_packages": 37,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, moderate 1, unknown 1",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: golang.org/x/net v0.43.0 (moderate 6.5), golang.org/x/sys v0.35.0 (unknown)",
                "points": 15.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "golang.org/x/net v0.43.0 (moderate 6.5), golang.org/x/sys v0.35.0 (unknown)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 178 days ago",
                "points": 34.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 178
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 37,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 9
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.345,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "20 of 58 human commits state their intent (structured subject or explanatory body)",
                "points": 18.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 20,
                      "sampled": 58
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.034,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 58 commits agent-authored or agent-credited",
                "points": 6.9,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 58
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 24767,
              "source_files_sampled": 18,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/18 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 18,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "cli",
        "library"
      ],
      "scores": {
        "cli": 7,
        "library": 6
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "cli",
          "source": "tree.go_main",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-03T07:22:35.704195Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/modal-labs/vprox.svg",
  "full_name": "modal-labs/vprox",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.30.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.