Borehole · Risk register · free tier
mem0ai/mem0
Free reading: not for reliance
Borehole badge for mem0ai/mem0
2c81af3 · 2,674 commits · 1,843 files
Issued 2026-10-23

Nothing significant. Questions worth asking about Security & Reliability Posture, Product & Engineering Maturity.

105 checks ran across 6 assessable dimensions. 1 finding is worth checking first. 11 findings, each with evidence. One dimension cannot be assessed without an acquirer.

What the repository says about itself
Worth checking first

Borehole's proprietary scoring is calibrated across hundreds of repositories. Each finding here reads significant, but its check has not yet held up often enough in that calibration to rate significant on its own. If one holds when someone checks it, it is significant.

  • 05.26 46 locked dependencies have published vulnerabilities, 10 high or critical in what ships
Published under today's rules. The verification code attests to this reading as it was stored. This page differs from it as follows.
  • 1 finding from checks Borehole's calibration found wrong more often than right is no longer published.
strong adequate significant findings not assessable from a repository
Provenance disclosure does not affect any rating
8% of the code standing today was written in AI-declared commits
8% of lines still in the tree 29,747 of 378,956 7% of lines ever added these differ when early hand-written code has since been replaced
12% of lines added in the last 12 months (since 2025-10-23) arrived in AI-declared commits: 93/830 commits, confidence low. Also a floor.
95/2,649 commits declaring an agent · Claude, Claude Opus 4.5, Claude Opus 4.6 and 7 more
confidence: low
  • 15% of non-merge commits carry any trailer at all
  • low trailer coverage: the convention may not be in consistent use
  • no widespread author/committer date divergence
  • the declared share is neither decisive nor negligible, so the true figure is more sensitive to undeclared work
  • deep scan blamed 1,825 of 1,826 counted files
142,607 lines excluded as lockfiles, vendored or generated.
This is a lower bound. It counts what the repository declares. Undeclared AI authorship is invisible here, and a single rebase removes the trailers this rests on. Absence of a declaration is absence of disclosure, not absence of AI authorship.

Architecture & Codebase — including AI provenance

01 · strong · ratings ↑
Notes that do not affect this rating
01.6

mem0/memory/main.py is 3,913 lines, 37× this codebase's median file

adequate

The median source file here is 103 lines. 19 files exceed 1,030 lines, the largest being 3,913. 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.

A note that does not affect this rating: measured against its own codebase's median, it is below the 85th percentile of 382 surveyed projects' largest files, where this check begins to count.

Evidence
line-count mem0/memory/main.py:1 — 3,913 lines (37× median)
line-count integrations/agent-plugin-core/python/memory_core.py:1 — 2,677 lines (25× median)
line-count integrations/antigravity-plugin/core/memory_core.py:1 — 2,677 lines (25× median)
line-count integrations/claude-code-plugin/core/memory_core.py:1 — 2,677 lines (25× median)
line-count integrations/codex-plugin/core/memory_core.py:1 — 2,677 lines (25× median)
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

01.15

264 errors caught and discarded in product code

adequate

264 places catch an error and do nothing with it, across 53 files (0.9 per thousand lines). Each is a failure the system will not report. They surface later as problems nobody can explain, and they are cheap to fix now.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
cli/python/src/mem0_cli/app.py cli/python/src/mem0_cli/app.py:75 — error caught and discarded
cli/python/src/mem0_cli/commands/agent_mode_cmd.py cli/python/src/mem0_cli/commands/agent_mode_cmd.py:100 — error caught and discarded
cli/python/src/mem0_cli/commands/init_cmd.py cli/python/src/mem0_cli/commands/init_cmd.py:313 — error caught and discarded
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Engineering Process & SDLC Maturity

02 · strong · ratings ↑

No finding. 16 checks ran and none fired; the rejection log below says why each did not.

Organization & Key-Person Risk

03 · strong · ratings ↑

No finding. 10 checks ran and none fired; the rejection log below says why each did not.

Product & Engineering Maturity

04 · adequate · ratings ↑
04.20

Fixes are 58% of recent work, up from 33%

adequate

In the last two quarters 58% of commits were fixes, against 33% in the quarters before. Rising fix work usually means quality debt is coming due, and it takes time that new work would have had.

Evidence
fix share by quarter 56%, 61%, 60%, 39%, 39%, 26%, 19%, 15%
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

A note that does not affect this rating
04.17

Node.js 20 is past end of life

adequate

The code is pinned to Node.js 20 (end of life 2026-04-30). None of these receives security fixes any more; the first stopped on 2026-04-30. 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.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
server/dashboard/Dockerfile server/dashboard/Dockerfile — Node.js 20, end of life 2026-04-30
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Security & Reliability Posture

05 · adequate · ratings ↑
05.6

1 Dockerfile runs the application as root

adequate

No 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.

Evidence
no-USER-instruction server/Dockerfile — runs as root
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.26

46 locked dependencies have published vulnerabilities, 10 high or critical in what ships

adequate worth checking first

46 of 2,216 locked dependencies match 130 published advisories in OSV, 69 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.

The check that found this reads significant, but it has not yet held up often enough in Borehole's calibration to rate a finding significant on its own. Opening poetry.lock and the 1 other file it cites settles it. If it holds when someone checks it, this finding is significant.

Evidence
poetry.lock poetry.lock — anyio 4.9.0: GHSA-82r6-8w77-94w6 (critical), fixed in 4.14.2
poetry.lock poetry.lock — certifi 2025.1.31: GHSA-6q48-6c7w-9gw2 (critical), fixed in 2026.10.19
server/dashboard/pnpm-lock.yaml server/dashboard/pnpm-lock.yaml — next 15.5.24: GHSA-2464-fhr4-w9xw (critical), fixed in 15.5.28
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Notes that do not affect this rating
05.27

The build runs third-party code it does not pin

adequate

7 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.

A note that does not affect this rating: notes like it are common in well-run projects.

Evidence
.github/workflows/agent-plugins-typescript-checks.yml .github/workflows/agent-plugins-typescript-checks.yml:21 — action pinned by tag
.github/workflows/cd.yml .github/workflows/cd.yml:51 — action pinned by tag
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.20

44 SQL statements built from strings

adequate

44 places in product code build SQL by formatting or joining strings rather than passing parameters. 1 of them put a value into the string; in the rest, what the code shows going in is a table or column name, a constant, or something the line does not show. Ask whether any value reaches these strings, rather than a parameter.

A note that does not affect this rating: in Borehole's calibration, this check's notes were usually true but overstated.

Evidence
mem0/memory/storage.py mem0/memory/storage.py:87 — SQL built from a string
integrations/agent-plugin-core/python/memory_core.py integrations/agent-plugin-core/python/memory_core.py:971 — SQL built from a string
integrations/agent-plugin-core/python/memory_core.py integrations/agent-plugin-core/python/memory_core.py:1220 — SQL built from a string
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

05.65

12 advisories against this project in the last 24 months, 6 high or critical

adequate

The newest was published on 2026-10-22. 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 4 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 2.2.1. Answer lives in: the release you run, set against each fixed version. The record is incomplete: NVD: 1 record names mem0 with nothing tying it to this repository (CVE-2026-19111).

A note that does not affect this rating: it describes the project's advisory record, and no advisory in it is known to affect the surveyed commit.

Evidence
CVE-2026-115324 2026-10-22: CVE-2026-115324 (critical): mem0 0.1.117 before 1.0.8 contains an sql injection vulnerability in mem0/vector_stores/databricks.py that allows attackers to inject SQL by influencing stored
GHSA-5324-3w58-qpp2 2026-10-20: GHSA-5324-3w58-qpp2 (moderate), fixed in 3.1.6: Cross-tenant conversation leak via unescaped delimiter collision in session-scope key (_build_session_scope)
CVE-2026-59706 2026-07-07: CVE-2026-59706 (critical): mem0 contains unauthenticated config API endpoints that expose LLM API keys in plaintext and allow server-side request forgery via attacker-controlled ollama_ba
CVE-2026-59705 2026-07-07: CVE-2026-59705 (critical): mem0's openmemory/api component contains an unauthenticated access vulnerability that allows unauthenticated attackers to read, write, and delete arbitrary user
CVE-2026-49948 2026-06-09: CVE-2026-49948 (high): Mem0 versions through 0.2.8, fixed in commit ae7f406, contain a missing authorization vulnerability in the self-hosted server component where the POST /configur
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Observability & Operations

06 · adequate · ratings ↑
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
logging-scan searched 1,370 files for 10 structured logging libraries; 0 matched
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

A note that does not affect this rating
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.

A note that does not affect this rating: notes like it are common in well-run projects.

Evidence
error reporting no error reporter initialised
Respond to this finding

Your response is published beside the finding, not instead of it. A finding you can argue with is the point — and a wrong one is calibration data we want.

An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev.

Fit with the Acquirer

07 · not assessable · ratings ↑

Not rated: structurally not assessable from a repository. What a person adds here.

Check it on the running system

7 checks against the running system follow from the findings above: what a buyer's engineer will try, how to run it first, and what to have ready. A paid survey of this repository includes them. See the tiers.

A paid survey of a public repository is also reviewed: a language model reads each finding against the code and withdraws only findings it judges the code contradicts, each listed with its reason. The review is a language model's reading of the findings against the code, and it can be wrong. It never adds a finding, never raises a band, and never removes a finding from a proven check or an advisory that affects the surveyed version.

What a person adds

The survey reads what the repository can show. The code cannot settle these questions, and on them this report states nothing. Each says where its answer lives: your own engineer, the company, or an assessor you choose can settle it. Questions marked measured open with something this repository shows.

Architecture & Codebase — including AI provenance

01 · full coverage
  1. measured The tree carries design documentation (skills/mem0/references/architecture.md). Does it match what the team believes today? Ask them to walk through it against the code. Answer lives in: The team01.38
  2. measured The repository pulls code in through git submodules (.gitmodules). A buyer receives pointers, not that code. Can every submodule be fetched without the team's credentials, and who owns each one? Answer lives in: The team and the submodule owners01.35
  3. Is the architecture right for the next three years of the product? Answer lives in: Your architects, with the product roadmap01.39
  4. Were the home-grown components reasonable choices when they were made, and are they now? Answer lives in: The team's reasoning at the time01.40

Engineering Process & SDLC Maturity

02 · high coverage
  1. Is review real or a rubber stamp? Comment depth and time to approve need the pull request history. Answer lives in: The code host's pull request data02.32
  2. Is delivery planned and measured, or heroic? Answer lives in: The issue tracker: backlog, sprint history, estimate accuracy02.38
  3. How are incidents run, reviewed and learned from? Answer lives in: Tickets, chat and postmortems02.37

Organization & Key-Person Risk

03 · partial coverage
  1. measured 410 people have committed here. Which of them are you acquiring, and which are you replacing? Answer lives in: The deal terms03.29
  2. Who mentors whom, and would that survive a departure? Answer lives in: The team; review history only suggests candidates03.28
  3. Can the team grow, and who stands behind the top three contributors? Answer lives in: Recruiting data and the org chart03.30
  4. Is the seniority mix sound, and will pay survive your salary bands? Answer lives in: HR data03.31
  5. Is the pace sustainable? Commit times cannot say: git keeps no reliable local time. Answer lives in: Interviews and on-call history03.14
  6. Does the team want to stay after close? Answer lives in: Interviews03.32
  7. How are decisions made and disagreements resolved? Answer lives in: Time with the team03.33

Product & Engineering Maturity

04 · minimal coverage
  1. measured Experiment tracking is configured (neptune). Can the model that ships be tied to the run, data and code that produced it? Answer lives in: The ML team and its run history04.34
  2. measured No model card is in the tree. What is the model's intended use, what was it trained on, and where does it fail? Answer lives in: The ML team04.35
  3. Can this team deliver the stated roadmap on the stated timeline? Answer lives in: The data room and the team's record of estimates04.32
  4. Does leadership know about the debt, and is time budgeted to repay it? Answer lives in: Budget and roadmap decisions04.31
  5. Is the engineering shape consistent with the commercial story? Answer lives in: Revenue, customer and churn data04.33

Security & Reliability Posture

05 · partial coverage
  1. measured No threat model is in the tree of what looks like a running service. Does one exist elsewhere, and who owns it? Answer lives in: The security owner05.43
  2. What has actually broken, how often, and how badly? Answer lives in: Ticketing and chat05.41
  3. What did external testing find, and was it fixed? Answer lives in: Reports in the data room05.42
  4. What is the SOC 2, ISO 27001 or GDPR status, and where is the evidence? Answer lives in: Audit reports; policy files in the tree are not evidence05.44

Observability & Operations

06 · partial coverage
  1. measured Nothing in the tree backs up or restores data. How is data backed up, and has a restore ever been rehearsed? Answer lives in: The operations team06.19
  2. measured No alert rule is defined in the repository. Where are alerts defined, who receives them, and when did one last fire? Answer lives in: The alerting tool and the on-call rota06.10
  3. Are the dashboards opened, the alerts acknowledged and the pages answered? Answer lives in: Pager history and dashboard logs06.29
  4. Are the service-level objectives actually met? Answer lives in: Production metrics06.30
  5. Who carries the pager, and how often does it go off? Answer lives in: Pager exports and interviews06.31
  6. What does it cost to run, and how much headroom is there? Answer lives in: Cloud billing and capacity plans06.32

Fit with the Acquirer

07 · none coverage

Not rated: structurally not assessable from a repository.

  1. This is primarily a TypeScript codebase, with Python alongside (46% of source files). Does your engineering organisation already run TypeScript in production, or would this be the first? 07.1
  2. The bulk of this system sits in integrations/, mem0-ts/, mem0/. Which of your existing systems would each of those have to absorb or replace? 07.10
  3. The repository carries deployment configuration (server/Dockerfile and 3 more). Does that match your deployment and on-call model, or does it need rehosting first? 07.2
  4. What is your tolerance for the findings above remaining unaddressed for the first two quarters after close, given everything else that will compete for this team's time?
  5. Which of these systems duplicate yours, and which get retired? Answer lives in: Your architecture07.11
  6. What will integration cost, and in what order? Answer lives in: The engagement07.12
  7. Where does the team land in your organisation, and who reports to whom? Answer lives in: Your org design07.13
  8. Are there earn-outs, retention packages or contractor IP to assign? Answer lives in: Deal terms07.14
  9. Do customer contracts limit hosting, regions or vendors? Answer lives in: Customer contracts07.15

A human assessment is Borehole's own paid service, €12,000+ (total price is determined per engagement; travel billed at cost). It is not independent of this report: the same business produced both. It is a separate contract, with its own scope, terms and reliance.

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Rejection log — 94 signals that ran and did not fire

Appendix: rejection log — 94 signals that ran and did not fire

Published on purpose. A signal that looked and decided not to fire has told you something, and this is the calibration data behind every threshold above.

Looked, and found nothing — 79

SignalWhat it found
04.hotspot_concentration change is spread across the codebase rather than pooling in a few filesfiles 5,434 · top5 share 0.068
04.debt_markers debt markers are sparsemarkers 17 · per kloc 0.06 · lines read 278,126
04.dependency_sprawl direct dependency counts are unremarkable
04.test_growth test effort kept pace with code writtenlate test per code 0.564 · early test per code 0.311
04.churn_trend rework is not rising against new worklate delete per insert 0.382 · early delete per insert 0.381
04.fixes_with_tests fixes usually come with a testfixes 653 · share 0.528 · with tests 345
04.compat_layers little code is kept for the old wayshare 0.0 · code files 574 · compat files 0
04.dependency_redundancy one library per job, mostly
06.telemetry_presence a telemetry or error-reporting library is referencednote presence only; whether anyone watches it is not visible here · matches 3
06.healthcheck_presence a health or readiness check is defined
06.correlation_ids a request can be followed through the logstracing False · request id sites 10
06.usage_reporting_default the product's code names no reporting hostsettings on 15 · settings off 50
06.deployed_image_floats every deployed image names a versionimages 1 · floating 0
06.environment_branching environment differences live in configurationsites 0
06.release_markers releases are markedtags last year 150 · release commits 0 · changelog commits 56
06.migrate_on_start migrations run at start, but as a single instance, where that is safesites 1 · scaled False
03.contributor_concentration no single contributor dominates the last 24 monthsyears 3.3 · window last 24 months · authors 410
03.active_contributors more than one contributor active in the trailing yearall time 410 · active 12mo 170
03.knowledge_silos every substantial directory has been touched by more than one personauthors 410 · directories 8
03.drive_by_contributors an open contributor base, where one-commit contributors are normalauthors 410 · one off share 0.671
03.contributor_attrition no contributor dominates enough for their absence to matterauthors 410 · top share less than a quarter · top contributor last committed more than a year ago
03.critical_path_ownership more than one person changes the critical pathsauthors 275
03.second_contributor_attrition the second and third contributors are still active
03.bus_factor_trend the team has not narrowed to one person
03.joiners_and_leavers the team is not shrinkingleft 17 · joined 35 · regular last year 40
02.merge_discipline a meaningful share of recent change carries evidence of reviewmerges 0 · window last 24 months · with tracked 0
02.ci_presence CI configuration is present in the working treecount 34
02.test_presence tests are present in a normal proportion to sourcetests 336 · source 907 · test ratio 0.37
02.release_cadence tags are presenttags 420
02.conventional_commits commit subjects generally carry contentsampled 2,649 · low content share 0.001
02.branch_protection_hints process scaffolding is present in the repository
02.ci_runs_tests CI invokes a test runnerconfigs 34 · with tests 13
02.skipped_tests few tests are switched offfocused 0 · skipped 0 · test files 339
02.ci_test_gating no test run in CI is written so that it cannot failconfigs 34
02.revert_share change is rarely undoneshare 0.001 · reverts 1 · recent commits 1,545
02.dependency_update_cadence dependencies move with the codelockfiles 11 · commits since 6 · days since lockfile changed 15
02.flaky_test_markers tests are not retried until they passtest retries 0 · suite retries 0
02.lint_in_build a linter or formatter runs in the buildwired 27 · ci configs 34 · product files 574
02.commit_size changes arrive in reviewable sizesshare 0.044 · commits 1,388 · over 2000 lines 61
01.burst_import no commit run met both the rate and the net-addition thresholdgap seconds 180 · min add ratio 3.0 · min net added 2,000
01.initial_dump first commit is not a disproportionate share of the codebaseinsertions 1 · share of insertions 0.0
01.message_uniformity commit subjects vary in wording and lengthlength stdev 21.37 · repeat share 0.004
01.revision_depth most files were revisited after they were first writtenfiles seen 813 · write once share 0.466
01.build_reproducibility every base image names a versionfloating 0 · from lines 5
01.unfinished_migration no language migration is stalled halfway
01.weights_in_git no model weights are committedfiles 0
05.committed_secrets no credential-shaped strings outside test and fixture pathsnote the working tree only; the history is 05.5 · patterns 8 · files read 1,370
05.security_guardrails at least one standard guard rail is configured
05.dependency_pinning a lockfile is committed, so builds are reproduciblelockfile True
05.license_present a licence file is presentfound True
05.secrets_in_history no credential-shaped string was ever added outside test and fixture pathspatterns 8 · truncated False · added lines 613,054
05.secrets_management_pattern no environment file is committed outside tests and examplesenv files 0
05.outbound_timeouts outbound calls set timeouts, or are fewcalls without timeout 0
05.migration_reversibility migrations can be rolled backshare 0.0 · migrations 7 · irreversible 0
05.shell_from_strings product code does not build shell commands from stringssites 0
05.unsafe_deserialization no code-executing deserialiser in product codesites 0
05.tls_verification_off no TLS verification is switched off in product codefiles 0 · sites 0 · pinned instead 0
05.privileged_workloads no workload runs privileged or in the host's namespacessites 0 · behind a setting or built here 0
05.credentials_in_deploy_config deployment configuration references secrets, never holds themfiles 0 · sites 0
05.public_env_secret only publishable values carry a public prefixnames 0 · sites 0 · not secrets 0
05.unsafe_html raw HTML is rare, literal or sanitisedsites 0
05.source_maps_shipped production builds do not publish source mapssites 0
05.signing_material no signing keystore or profile is committedfiles 0
05.dataset_provenance little data is committeddata files 0 · licence or card files 0
05.license_manifest_conflict manifest and licence file agree on Apache-2.0license Apache-2.0
05.license_vendored_unlicensed no vendored third-party code is committedcomponents 0
05.license_grant_unclear the licence is recognisable as Apache-2.0class permissive · license Apache-2.0
05.committed_native_libraries no widely used compiled library is committed to the productlibraries 0
04.api_versions_coexisting the newer API version is recent; the old one may be on its way outmonths together 6
04.deprecations_lingering few deprecations have outlived two yearsolder than two years 2 · files with deprecations 12
04.dependency_churn few dependencies were added and dropped within 60 daysdependencies seen 343 · added in two years 237 · removed within 60 days 4
04.ci_platforms_dropped no platform was dropped from CI in the last two years
04.repository_status the README's first screen states no end, move or freezestatements 0
02.development_elsewhere nothing says development happens elsewhereno pr statements 0 · mirror statements 0 · replayed commit share 0.0
05.licence_changes the root licence has not changed in the history readlicence versions 1 · unreleased changes 0
05.paid_edition no directory carries a separate paid-edition licencedirectories 0
04.releases_stopped releases keep pace with developmentmedian gap days 0.0 · days since last tag 28 · commits last 90 days 154
04.release_branch the newest release was cut from the branch surveyedelsewhere 1 · on branch 303 · tags in window 304
03.single_maintainer no file says one person maintains itstatements 0

Could not conclude, or did not apply — 15

Not a clean result. Each says why it could not answer here.

SignalWhy
04.schema_churnno schema migrations to read
06.telemetry_depthnone at all is 06.1
06.print_logginga frontend: console output is the browser's, not the server's
06.alert_rulesno alert rules in the repository; they may live in a console
06.probes_identicalno Kubernetes probes
06.single_replicano Kubernetes deployments
06.feature_flagsno feature-flag service; flags may live elsewhere
02.long_lived_branchestoo few merges to judge (squash and rebase leave none)
01.notebook_outputstoo few notebooks
05.resource_limitsno Kubernetes workload manifests
05.cleartext_trafficnot a mobile app
05.license_copyleft_inheritedno third-party code is committed to this repository, so the licences it depends on are resolved at build time and are not readable here
04.flags_accumulatingfew or no feature flags in the history
05.project_advisoriesrecord incomplete: no advisory found in the sources that answered; OSV npm mem0ai (an empty record for a package published here), OSV npm @mem0/cli (an empty record for a package published here), OSV npm @mem0/deepseek-plugin (an empty record for a package published here), OSV npm @mem0/n8n-nodes-mem0 (an empty record for a package published here), OSV npm @mem0/openclaw-mem0 (an empty record for a package published here), OSV npm @mem0/opencode-plugin (an empty record for a package published here), OSV npm @mem0/pi-agent-plugin (an empty record for a package published here), OSV npm @mem0/vercel-ai-provider (an empty record for a package published here), OSV PyPI mem0-strands (an empty record for a package published here) did not; NVD: 1 record names mem0 with nothing tying it to this repository (CVE-2026-19111)
05.project_exploitedno affecting advisory is on CISA's Known Exploited list
BOREHOLE READING NOT A CERTIFICATION 0Z19-18ER-8DK3 2026-10-23 · 2C81AF3 BOREHOLE.DEV/VERIFY

Anyone can check this report against the authoritative record — click the stamp, or enter 0Z19-18ER-8DK3 at borehole.dev/verify.

The code commits to the 106 checks this run performed, the bands they produced, and the commit they were read at. It does not cover checks written since.

Put the mark in your README

The image is wrapped in a link to the verification page, so a reader can check it rather than take it on trust. If you embed it: link it to the report, remove it if the report is delisted, and do not present it as a certification or an endorsement.

[![Borehole reading, not a certification](https://borehole.dev/badge/mem0ai/mem0/2c81af3.svg "Borehole free reading: not for reliance. See the full report.")](https://borehole.dev/verify/0Z1918ER8DK3?via=badge)

Borehole reading 0Z19-18ER-8DK3, not a certification

Where this scan ran

This scan ran on ordinary cloud infrastructure (cloud-run), not in a hardware-isolated confidential VM. Nothing about it is attested by Google.

What an attested survey proves, and what it does not.

What this scan did with the repository — 7 steps

Written by the steps themselves as they ran, not described afterwards. A hand-written account of a data flow drifts the first time somebody changes the flow and not the account.

AtStepDetail
0.0s read repository metadata from the GitHub API size mb: 67.5authenticated: False
4.8s cloned the repository to a temporary directory depth: full
7.5s read the git history commits: 2674tracked files: 1843
124.8s ran the deterministic checks blame pass: Trueread working tree: False
124.9s recorded where this scan ran attested: Falseenvironment: cloud-run
167.8s kept the facts, never the source, for re-reading under new checks
167.8s deleting the working copy

Total 167.8s ·source content sent off this machine: none · calls to a language model: 0 · the clone was deleted when the survey ended

An automated reading of a repository's code and its history up to one commit, with public advisory records. It may be wrong, it is not legal, financial, investment or security advice, and it does not replace diligence by a qualified person. It is provided for information: nobody may rely on it (Borehole's terms, section 3).

BOREHOLE 0.7.15 DETERMINISTIC LAYER · NO MODEL CALLSREAD ON BOREHOLE'S SERVER · CLONE DELETED TAKEDOWNCONTRIBUTED TO THIS REPOSITORY? YOUR RIGHTS