Borehole · Project · free tier
kedro-org/kedro
Free reading: not for reliance
f8b1071 · 4,427 commits · 740 files
Read 2026-10-23

kedro-org/kedro: technical due diligence, read from its repository

What Borehole read in kedro-org/kedro's code and history at f8b1071: 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 Maturitystrong
Product & Engineering Maturitystrong
Security & Reliability Posturestrong
Observability & Operationsadequate
Fit with the Acquirernot assessable

What the repository says

  • CONTRIBUTING.md:26: states a policy on AI-generated contributions
  • CONTRIBUTING.md:34: names Linux Foundation
  • README.md:18: names OpenSSF

Architecture & Codebase — including AI provenance

strong
01.6

kedro/io/data_catalog.py is 1,504 lines, 13× this codebase's median file

adequate

The median source file here is 115 lines. 3 files exceed 1,150 lines, the largest being 1,504. 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.

Evidence
kedro/io/data_catalog.py:1 — 1,504 lines (13× median)
kedro/pipeline/pipeline.py:1 — 1,472 lines (12× median)
kedro/io/core.py:1 — 1,219 lines (10× median)

Engineering Process & SDLC Maturity

strong

No finding.

Product & Engineering Maturity

strong
04.5

Effort is shifting from building to rewriting

adequate

Deleted lines per line added rose from 0.65 to 1.01 between the first and second halves of this history. Rework is normal and often healthy, but a rising ratio means an increasing share of the team's time is spent replacing code that already exists rather than building what does not. Whether that is deliberate repayment or churn is a question for the team.

Evidence
first half 0.65, second half 1.01 (split 2023-02-03)

Security & Reliability Posture

strong
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

10 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. 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/check-release.yml:87 — action pinned by tag
.github/workflows/check-release.yml:97 — action pinned by tag
05.65

8 advisories against this project in the last 24 months, 7 high or critical

adequate

The newest was published on 2026-10-15. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. Whether 3 of them are fixed in the code you ship could not be told from this history: its version is only known to be at least 1.7.0. Answer lives in: the release you run, set against each fixed version. The record is incomplete: NVD: 2 records name kedro with nothing tying them to this repository (CVE-2024-12215, CVE-2026-3840).

Evidence
2026-10-15: CVE-2026-111170 (high): kedro-datasets from 9.3.0 through 9.6.0 contains a path traversal vulnerability in MatplotlibDataset.save() that allows attackers to write files outside the dat
2026-09-21: GHSA-pmxj-6wv5-jvrg (high), fixed in 1.7.0: Arbitrary Module Import via Unvalidated Logging Handler/Formatter/Filter Classes in Kedro
2026-09-16: CVE-2026-62997 (high): Kedro-Datasets provides data connectors for Kedro. From version 5.0.0 until 9.5.0, kedro_datasets_experimental.pytorch.PyTorchDataset in kedro-datasets loads .p
2026-04-07: CVE-2026-35492 (moderate): Kedro-Datasets is a Kendo plugin providing data connectors. Prior to 9.3.0, PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs
2026-04-01: GHSA-6326-w46w-ppjw (high), fixed in 1.3.0: Kedro: Path Traversal in versioned dataset loading via unsanitized version string

Observability & Operations

adequate
06.1

No telemetry or error reporting is wired in anywhere

adequate

None of 521 readable files references an instrumentation, metrics or error-reporting library. If this system is in production, nobody learns that it broke from the system itself — they learn it from a customer. That is a reliability finding before it is an observability one.

Evidence
searched 521 tracked text files for 16 known instrumentation libraries; manifests for metrics, tracing and error-reporting families; locked dependencies for the packages that emit; 0 matched
06.2

No structured logging library is in use

adequate

Nothing references a structured logging library. Logs that are written to be read by a person are not searchable by a machine, which means incident response here is proportional to how well someone remembers the codebase rather than to what the tooling can find.

Evidence
searched 521 files for 10 structured logging libraries; 0 matched
06.8

One request cannot be followed through the logs

adequate

Nothing in the service carries a request or correlation id, and there is no tracing. When a customer reports a failure, the log lines that belong to their request cannot be picked out from everyone else's.

Evidence
no request id, correlation id or tracing found
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

Fit with the Acquirer

not assessable

Not rated: structurally not assessable from a repository.

Read more, or read your own

The full report on kedro-org/kedro: every dimension, the questions for the room, and the audit log.

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