Read 2026-11-03
sinaptik-ai/pandas-ai: technical due diligence, read from its repository
What Borehole read in sinaptik-ai/pandas-ai's code and history at bbbb771: 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.
| Dimension | Rating |
|---|---|
| Architecture & Codebase — including AI provenance | strong |
| Engineering Process & SDLC Maturity | strong |
| Product & Engineering Maturity | strong |
| Security & Reliability Posture | adequate |
| Observability & Operations | adequate |
| Fit with the Acquirer | not assessable |
What the repository says
ee/LICENSE: Part of the code is under a separate licence: ee/, extensions/ee/, pandasai/ee/
Architecture & Codebase — including AI provenance
strongNo finding.
Engineering Process & SDLC Maturity
strongNo finding.
Product & Engineering Maturity
strongEffort is shifting from building to rewriting
adequateDeleted lines per line added rose from 0.52 to 1.47 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.
| first half 0.52, second half 1.47 (split 2024-07-25) |
Python 3.9 is past end of life
adequateThe code is pinned to Python 3.9 (end of life 2025-10-31). None of these receives security fixes any more; the first stopped on 2025-10-31. 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.
extensions/sandbox/docker/pandasai_docker/Dockerfile — Python 3.9, end of life 2025-10-31 |
Security & Reliability Posture
adequate1 Dockerfile runs the application as root
adequateNo USER instruction switches away from root, so the process runs with full privileges inside the container. It is a one-line fix and an ordinary expectation, which is why its absence is worth asking about: it usually says more about whether anyone has reviewed the deployment than about this container specifically.
extensions/sandbox/docker/pandasai_docker/Dockerfile — runs as root |
Part of the code is under a separate licence: ee/, extensions/ee/, pandasai/ee/
adequateA directory named for a paid edition carries its own licence. That code is usually not open source even where the rest is; what the buyer may do with each part differs.
ee/LICENSE — licence: unrecognised |
extensions/ee/LICENSE — licence: unrecognised |
pandasai/ee/LICENSE — licence: unrecognised |
2 advisories against this project in the last 24 months, 2 high or critical
adequateThe newest was published on 2025-02-11. A project that publishes advisories is telling its users about its fixes, and the count and pace say how much security work it carries. None of them affects the surveyed version. The record is incomplete: NVD: 3 records name pandas-ai with nothing tying them to this repository (CVE-2026-4996, CVE-2026-4997, CVE-2026-4998).
| 2025-02-11: GHSA-vv2h-2w3q-3fx7 (critical): PandasAI interactive prompt function Remote Code Execution (RCE) |
| 2024-01-22: GHSA-5g73-69p4-7gvx (critical): Code execution in pandasai |
Observability & Operations
adequateNo structured logging library is in use
adequateNothing 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.
| searched 270 files for 10 structured logging libraries; 0 matched |
One request cannot be followed through the logs
adequateNothing 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.
| no request id, correlation id or tracing found |
No error reporter is wired in
adequateNothing 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.
| no error reporter initialised |
Fit with the Acquirer
not assessableNot rated: structurally not assessable from a repository.
Read more, or read your own
The full report on sinaptik-ai/pandas-ai: every dimension, the questions for the room, and the audit log.
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