The Agent Accountability Platform

Cryptographic proof of what your AI agent did.

Verifiable receipts, ground-truth verification and replayable governance for agent work. A tamper-evident audit trail for every invocation — verifiable by anyone, no access to the operator required.

See how it works
receipt.jsonv1.0
skillagentmail v1.2.0
operatored25519:f19bc125…
publishered25519:a07c7eb5…
inputs_hashsha256:62622f40…
outputs_hashsha256:86f2cb02…
sandboxbwrap · no net
structure✓ valid
manifest✓ consistent
signature✓ verified
SEALED
ed25519
signed by publisher
sealed in sandbox
verified by anyone
Platform

Trust infrastructure for the agent economy.

Agents are doing real work — writing code, moving money, touching production. Traceseal is the accountability layer underneath: prove what ran, verify it against ground truth, replay it under governance.

/ RECEIPTS

Verifiable receipts

what ran, signed

Every agent invocation emits a signed, self-contained receipt: skill identity, content-addressed manifest, input/output hashes, sandbox profile, operator signature.

  • ed25519 signatures
  • SHA-256 content hashes
  • canonical JSON — any tamper breaks the seal
/ VERIFICATION

Ground-truth verification

did it actually work

Attestation goes beyond "it ran": commands re-execute inside a kernel-namespace sandbox, and forbidden actions are enforced by the sandbox itself, not merely observed.

  • bwrap isolation — read-only root, no network
  • enforcement-as-attestation
  • independent witness cosigning
/ GOVERNANCE

Replayable governance

audit at any time

Receipts chain into a transparency log. Any third party can re-verify the whole history with one command — no access to the operator's machine, keys or audit trail.

  • public transparency log
  • chained run receipts
  • exit codes: 0 valid · 1 invalid
How it works

Three roles. One verifiable proof.

Every receipt has three sections: what ran, who authorised the code, and who vouches for the execution. Any third party can verify all three.

01

Sign

publisher → skill

The publisher signs the skill bundle with an ed25519 key. The signature covers every source file via a content-addressed manifest, recorded in the transparency log.

  • Algorithm: ed25519
  • Covers: manifest over all source files
  • Published: transparency log entry
02

Seal

operator → execution

The operator runs the signed skill inside a kernel-namespace sandbox. The runtime records inputs, outputs, timing and sandbox configuration as hashes, then signs the record.

  • Sandbox: bwrap isolation
  • Records: input/output content hashes
  • Signed: operator ed25519 signature
03

Verify

anyone → receipt

Any third party installs traceseal-verify and runs one command. The verifier checks the operator's signature over the canonical JSON. No operator connection. No trust assumptions.

  • Input: receipt.json only
  • Dependency: cryptography
  • Exit codes: 0 valid · 1 invalid
Regulation is arriving

The EU AI Act makes agent transparency mandatory.

Article 50 transparency obligations take effect on 2 August 2026. Organisations deploying AI systems will need to demonstrate what their systems did — not assert it. Signed execution receipts turn that from a documentation exercise into a one-command verification. Read Article 50 →

02 AUG 2026EU AI Act · Article 50 applies
Built in the open

Open spec. Open verifier. Public log.

Everything a third party needs to hold an agent to account is public — the receipt spec, the verifier, the runtime attestation tooling, and the transparency log itself.

traceseal-verifyPyPI v1.0

The independent verifier. One command, one receipt.json, zero trust assumptions. Ships with the open receipt spec.

pypi →   github →   spec →
traceseal-observePyPI

Runtime attestation: records execution inside the sandbox, hashes inputs and outputs, and signs the receipt with the operator key.

pypi →
traceseal-langchainPyPI

Drop-in LangChain integration — signed receipts for chain and tool invocations without changing your agent code.

pypi →
alibiopen source

The trust harness: reproducible behavioural probes that grade agent CLIs, emitting signed, witness-cosigned Traceseal receipts.

github →

Transparency log: log.traceseal.io

Get started

Verify a receipt in 30 seconds.

No account. No API key. Just a receipt and the open-source verifier.

Talk to us →