Borehole · Project · free tier
seldonio/seldon-core
Free reading: not for reliance
402619e · 1,278 commits · 2,391 files
Read 2026-11-03

seldonio/seldon-core: technical due diligence, read from its repository

What Borehole read in seldonio/seldon-core's code and history at 402619e: its licence, security advisories, releases, review practice, tests, dependencies and operations. Every finding cites the file and line it rests on. The full report also covers the team and asks the questions the code cannot answer.

DimensionRating
Architecture & Codebase — including AI provenancestrong
Engineering Process & SDLC Maturityadequate
Product & Engineering Maturitystrong
Security & Reliability Postureadequate
Observability & Operationsadequate
Fit with the Acquirernot assessable

What the repository says

  • Releases are cut from another branch than the one surveyed
  • LICENSE:1: The licence is BUSL-1.1: source available, not open source
  • LICENSE: Relicensed: Apache-2.0 → BUSL-1.1 (2024-01-16)

Architecture & Codebase — including AI provenance

strong
01.6

apis/mlops/v2_dataplane/schema_registry/kotlin/io/seldon/mlops/inference_schema/InferRequest.java is 9,064 lines, 75× this codebase's median file

adequate

The median source file here is 120 lines. 5 files exceed 1,200 lines, the largest being 9,064. Size is not a defect on its own — some problems genuinely live in one place — but these are where merge conflicts, review fatigue and single-owner knowledge concentrate, and they are the first thing that slows an inheriting engineer down.

Engineering Process & SDLC Maturity

adequate
02.24

7% of recent commits change more than 2,000 lines

adequate

24 of 348 commits in the last 24 months changed over 2,000 lines of code, not counting reformatting, renames, vendored or generated code. A change that size is rarely reviewed line by line. Ask how they were reviewed, and what made them that large.

Evidence
24 commits over 2,000 lines

Product & Engineering Maturity

strong
04.17

Go 1.24 is past end of life

adequate

The code is pinned to Go 1.24 (end of life 2026-02-10). None of these receives security fixes any more; the first stopped on 2026-02-10. Moving off an unsupported runtime is rarely a one-line change, so a buyer should ask whether the upgrade is planned and what it touches.

Evidence
operator/Dockerfile — Go 1.24, end of life 2026-02-10
04.38

6 files still carry code deprecated more than two years ago

adequate

6 files were marked deprecated over two years ago and still are, the oldest since Jan 2022. A deprecation is a promise to remove. Ask what still depends on these, and whether removing them is scheduled.

04.62

Releases are cut from another branch than the one surveyed

adequate

The newest release, v2.10.2, is not on the branch this survey read. The shipped product may differ from what this report describes. Survey the release branch too.

Evidence
tag v2.10.2

Security & Reliability Posture

adequate
05.3

9 dependencies float, and no lockfile is committed

adequate

Dependency versions are declared as ranges and no lockfile is committed, so a build today does not necessarily produce what a build last month produced. That matters twice over in a transaction: the thing being bought cannot be reproduced exactly, and a compromised upstream release arrives without anyone choosing to take it.

05.27

The build runs third-party code it does not pin

adequate

9 third-party CI actions are referenced by a tag or branch rather than a commit, so they run whatever that tag points to on the day; 1 step pipes a download straight into a shell. Tags have been moved to malicious commits in real supply-chain attacks, and a piped script is whatever the server returns that minute. Pinning to a commit is the fix, and it is small.

Evidence
.github/workflows/changelog.yml:18 — action pinned by tag
.github/workflows/changelog.yml:26 — action pinned by tag
.github/workflows/draft-release.yml:84 — download piped into a shell
05.13

2 outbound calls can wait forever

adequate

2 HTTP calls use a client with no timeout (Python `requests` without `timeout=`, or Go's default client). When a dependency slows down, each one holds a worker until the connection gives up, and enough of them take the service down with the dependency.

Evidence
scheduler/cmd/pipelinegateway/main.go:358 — outbound call without a timeout
scheduler/pkg/agent/internal/testing_utils/rest_client.go:168 — outbound call without a timeout
05.26

7 locked dependencies have published vulnerabilities, 4 high or critical in what ships

adequate

7 of 170 locked dependencies match 9 published advisories in OSV, 4 of them rated high or critical. A lockfile says which version is installed, not whether the flawed code is reachable from this product, so each needs a look. Most are fixed by an upgrade, and the advisory names the version.

Evidence
apis/go/go.mod — google.golang.org/grpc v1.73.0: GHSA-p77j-4mvh-x3m3 (critical), fixed in 1.79.3
scheduler/go.mod — go.opentelemetry.io/otel v1.37.0: GHSA-mh2q-q3fh-2475 (high), fixed in 1.41.0
scheduler/go.mod — go.opentelemetry.io/otel/sdk v1.37.0: GHSA-9h8m-3fm2-qjrq (high), fixed in 1.40.0
05.45

15 workload settings give a container the host

adequate

15 places in the deployment configuration run a container privileged or in the host's network, process or IPC namespace. A compromise of that container is a compromise of the machine, and most acquirers' security reviews block it. Node agents (network, storage, monitoring) are excluded.

Evidence
scheduler/all-host-network.yaml:6 — privileged or host namespace
scheduler/all-host-network.yaml:30 — privileged or host namespace
scheduler/all-host-network.yaml:56 — privileged or host namespace
05.66

The licence is BUSL-1.1: source available, not open source

adequate

LICENSE grants BUSL-1.1: source available, not open source; production use restricted until the change date. The reading comes from the licence's own title and clauses. Whether the terms fit the buyer's intended use, and whether any paid licence transfers with the code, is a question for counsel and the licensor.

Evidence
LICENSE:1 — 51 lines, BUSL-1.1
05.60

Relicensed: Apache-2.0 → BUSL-1.1 (2024-01-16)

adequate

The root licence changed 1 time(s). The latest terms restrict what users, hosts or a buyer may do in ways the earlier ones did not. Code taken under the old terms stays under them, so both matter in diligence.

Evidence
LICENSE — Apache-2.0 from 2022-10-28
LICENSE — BUSL-1.1 from 2024-01-16

Observability & Operations

adequate
06.9

No error reporter is wired in

adequate

Nothing in the service initialises an error reporter (Sentry, Rollbar, Bugsnag, Honeybadger or an APM agent). An exception in production reaches a person only if someone is reading the logs, which usually means a customer reports it first.

Evidence
no error reporter initialised
06.18

17 of 21 deployed images carry no version, or `latest`

adequate

17 images in the deployment configuration are named without a version or as `latest`. A redeploy can change the software without a commit, a rollback has nothing to roll back to, and nobody can say from the repository what is running.

Evidence
hodometer/k8s/deployment.yaml:23 — image without a version
k8s/yaml/components.yaml:310 — image without a version
k8s/yaml/components.yaml:466 — image without a version
06.14

Readiness and liveness probes are identical in 4 of 13 workloads

adequate

Both probes call the same endpoint. When a dependency slows down, the liveness probe fails with the readiness probe, so the platform restarts pods that only needed taking out of rotation, and a partial outage becomes a full one. Liveness should ask whether the process is alive; readiness whether it can serve.

Evidence
operator/config/serverconfigs-experimental/mlserver.yaml — same probe endpoint twice
operator/config/serverconfigs-experimental/triton.yaml — same probe endpoint twice
operator/config/serverconfigs/mlserver.yaml — same probe endpoint twice
06.33

9 of 13 deployments run a single replica

adequate

9 deployments set `replicas: 1`, and nothing (an autoscaler, a disruption budget) adds more. Every deploy and every node drain is downtime, and the availability the buyer inherits has a ceiling.

Evidence
hodometer/k8s/deployment.yaml — replicas: 1
k8s/yaml/components.yaml — replicas: 1
operator/config/manager/manager.yaml — replicas: 1

Fit with the Acquirer

not assessable

Not rated: structurally not assessable from a repository.

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The full report on seldonio/seldon-core: every dimension, the questions for the room, and the audit log.

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