Lompat menyang kontèn

Rincian teknis, dokumen hukum, lan sawetara proses akun isih nganggo basa Inggris.

KOTOBA CLOUD / WHITE HAT RESEARCH

Security intelligence. For the people who defend.

Investigate authorized code. Validate the finding. Ship the fix. Specialized LLM inference for verified white-hat researchers, with a free research allowance.

Preparing for launch — the selected Murakumo model returned a real response. Site inference remains closed until identity verification and review are connected.

01 / INVESTIGATE

Review the code

Inspect code you own or are authorized to review for authorization gaps and input validation issues.

02 / VALIDATE

Ground the finding

Work through reachability, impact and false positives to produce evidence-backed findings.

03 / REMEDIATE

Close the loop

Prepare fixes, regression tests and reports for responsible disclosure.

A model built for investigation

TEXT / SECURITY / NVFP4

Qwen3.8 Flash Next Cybersecurity

A real response has been verified through Murakumo. Cold startup can take several minutes. Access remains gated while identity verification and review are connected.

qwen3.8-flash-next-cybersecurity-nvfp4

Model card

Dealign.ai ·

Research ↗

One verified identity. A free research workspace.

  1. Account

    Sign in with your existing account. A connected wallet alone is not verified identity.

  2. eKYC

    Browser document capture and supervised live identity review are in development. Approved Web review contributes 60 trust points. App passport verification can add an independent route later.

  3. AML / CTF

    Sanctions and PEP screening, risk review and additional checks where needed. Pending, expired or suspended records cannot infer.

  4. Free research

    Confirm authorization and research scope, then use the free allowance. Ongoing review keeps eligibility current.

$0 for verified researchers

Planned launch allowance: 50 requests per day, up to 2,048 output tokens per request. Usage stops at the limit. No automatic charges.

Preparing for launch — the selected Murakumo model returned a real response. Site inference remains closed until identity verification and review are connected.

Research terms & data notice

Do not enter identity documents, face images, private keys or API keys here. Before provider setup, application data is not sent or saved.

Research workspace

Research terms & data notice

For authorized code review, vulnerability triage and remediation. No unauthorized intrusion, credential theft, destructive activity or third-party research without permission. Identity verification does not grant research authorization.

First-party browser identity verification is in development. Documents, face images, names and birth dates will never be sent to the inference model. The service is designed to retain minimal verification status, expiry, evidence references, review and usage records. Verification intake remains closed until providers, retention periods, transfer destinations, deletion and appeal contacts are finalized and published.

PEP status or a possible name match is not automatically a finding of wrongdoing. Additional checks and human review are planned. Legal AML/CTF obligations depend on the operator and service jurisdictions.

Konfirmasi Stable Principal

Mlebu kanggo ngonfirmasi Stable Principal. Iku langkah pisanan kang bisa dirampungaké. Hosted apply ora ditawakaké.

Bisa dirampungaké saiki: mlebu, konfirmasi Stable Principal, banjur sambungaké menyang Kotobase.

Miwiti nganggo Base Account

Telung bidang eksekusi. Wates tetep.

Layanan nyambung tanpa dadi siji domain kapercayan gedhé. Saben wewenang tetep diatur kapisah.

KONTROL + IDENTITAS

Kotoba Cloud

Passkey verifikasi Stable Principal. Bidang kontrol nerbitaké topologi lan lantai wewenang kang dienggo CLI deploy.

auth.kotoba.cloud · api.kotoba.cloud

Siji release CID, bisa dilakokaké saka pirang-pirang panedhiya

Release CID ngunci namespace head, definisi, Wasm mentah, kuitansi kompilasi, lan bukti reproduksi ing siji graf IPLD. Jeneng lan GitHub tetep kanggo panemuan lan asal-usul.

Bundel

Tutup definisi, artefak Wasm, lan kuitansi kompilasi ing siji release CID.

Replikasi

Simpen closure kang padha ing ora kurang saka rong asal panyimpenan mandiri.

Verifikasi + Lakokaké

Verifikasi saben bita lan ID peer kang dialihaké, banjur lakokaké miturut release CID lan ekspor.

# install and run the live Ed25519 + ML-DSA-65 reference package
kotoba package add kotoba-lang/reference-math@0.1.0 --catalog-cid bafkreidcy5stqvnyfpmud6ozz5qz3supd3r3uzk7glmntuv36ezliaxstm
kotoba package run kotoba-lang/reference-math  # 42

kotoba library inspect <name|CID|#hash> --store .kotoba/codebase --namespace demo

# dry-run by default
kotoba library publish --store .kotoba/codebase --namespace demo --hosted

# replicate one exact release closure
kotoba library publish --store .kotoba/codebase --namespace demo --hosted --dry-run false \
  --pqc-seed-file <ml-dsa-seed> \
  --provider east=https://east.example --provider-token-file <east-token> \
  --provider west=https://west.example --provider-token-file <west-token>

# qualification and execution are release-CID addressed
kotoba library verify ipfs://<release-cid> --store .kotoba/codebase \
  --provider east=https://east.example --provider west=https://west.example
kotoba library run ipfs://<release-cid> --entry answer --store .kotoba/codebase \
  --provider east=https://east.example --provider west=https://west.example

# rotate or revoke the Principal-pinned ML-DSA key; both finish with Passkey
kotoba pq-key rotate --current-pqc-seed-file <current> \
  --next-pqc-seed-file <next> --expected-epoch 1
kotoba pq-key revoke --current-pqc-seed-file <current> --expected-epoch 2

Tandha post-quantum iku wajib, dudu pilihan. Publikasi mbutuhaké session Passkey lan tandha ML-DSA-65 kang dipin ing Principal. Authenticator njaba lan kualifikasi kasebar tetep wates kang diverifikasi kapisah.

Bukak katalog pustaka lan graf dependensi

Saka kode tulisan AI menyang komputasi kang diakoni

Tulis

Agèn lan manungsa nulis kanthi bébas ing kode kang bisa diwaca lan berorientasi data.

Akoni

Kotoba mriksa type, effect, capability, resource, lan dhukungan target.

Ikat

Host lan panedhiya ngikat identitas Passkey lan grant kanthi cakupan sumber.

Lakokaké

Kotobase nyimpen artefak lan kuitansi; Murakumo lan Itonami nindakaké pagawéan kang diakoni.

kotoba deploy --manifest app.edn --target murakumo:asher
# plan is dry-run by default; apply remains explicit

Wates ndadèkaké sambungan bisa.

Panemuan dudu pendelegasian wewenang

Panyimpenan, komputasi, lan pagawéan agèn njaga wates wewenang kang kapisah. Kuitansi nyathet saben asal kanthi kapisah. Passkey kang wis ana ora pindhah otomatis; RP anyar mbutuhaké tautan Principal kang diverifikasi.