Luncat ka eusi

Rincian téhnis, dokumén hukum, jeung sababaraha prosés akun masih dina 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

Asup pikeun ngonfirmasi Stable Principal. Éta léngkah munggaran anu bisa réngsé. Hosted apply henteu ditawarkeun.

Bisa réngsé ayeuna: asup, konfirmasi Stable Principal, tuluy sambungkeun ka Kotobase.

Mimitian ku Base Account

Tilu widang éksekusi. Wates tetep.

Layanan nyambung tanpa jadi hiji domain kapercayaan gedé. Unggal wenang tetep diatur misah.

KONTROL + IDÉNTITAS

Kotoba Cloud

Passkey verifikasi Stable Principal. Widang kontrol medalkeun topologi jeung lantai wenang anu dipaké CLI deploy.

auth.kotoba.cloud · api.kotoba.cloud

Hiji release CID, tiasa dijalankeun ti sababaraha panyadia

Release CID ngonci namespace head, definisi, Wasm atah, kuitansi kompilasi, jeung bukti réproduksi dina hiji graf IPLD. Ngaran jeung GitHub tetep pikeun panemuan jeung asal-usul.

Bundel

Tutup definisi, artefak Wasm, jeung kuitansi kompilasi dina hiji release CID.

Réplikasi

Simpen closure anu sarua di teu kurang ti dua asal panyimpenan mandiri.

Verifikasi + Jalankeun

Verifikasi unggal bita jeung ID peer anu dialihkeun, tuluy jalankeun nurutkeun release CID jeung ékspor.

# 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

Tanda tangan post-quantum wajib, lain pilihan. Publikasi merlukeun session Passkey jeung tanda tangan ML-DSA-65 anu dipin kana Principal. Authenticator luar jeung kualifikasi sumebar tetep wates anu diverifikasi misah.

Buka katalog pustaka jeung graf dependensi

Tina kode tulisan AI ka komputasi anu diakuan

Tulis

Agén jeung manusa nulis bébas dina kode anu tiasa dibaca sarta berorientasi data.

Akuan

Kotoba mariksa type, effect, capability, resource, jeung rojongan target.

Iket

Host jeung panyadia ngiket idéntitas Passkey jeung grant kalayan cakupan sumber.

Jalankeun

Kotobase nyimpen artefak jeung kuitansi; Murakumo jeung Itonami ngalaksanakeun pagawéan anu diakuan.

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

Wates ngajadikeun sambungan mungkin.

Panemuan lain pendelegasian wenang

Panyimpenan, komputasi, jeung pagawéan agén nahan wates wenang anu misah. Kuitansi nyatet unggal asal sacara misah. Passkey anu geus aya henteu pindah otomatis; RP anyar merlukeun tautan Principal anu diverifikasi.