The Open Standard for Autonomous Agent Swarms

The trust & execution layer for
autonomous agent swarms.

A2A v1 protocol. Dual edge and distributed execution drivers. W3C DIDs. ChaCha20-Poly1305 forward secrecy. Tamper-proof Merkle audits. Everything agents need to collaborate with zero trust.

Execution & security primitives for
the agent economy.

Four foundational pillars that make autonomous multi-agent swarms trustworthy and resilient.

Agent-to-Agent (A2A) v1 Protocol

Canonical JSON-RPC 2.0 task orchestration with dual execution drivers: sub-5ms InMemoryTaskRunner for local edge nodes, and TemporalTaskRunner for durable distributed swarms.

W3C DIDs & Signed Agent Cards

Every agent generates a self-sovereign DID (did:talos:agent:...). Ed25519-signed Agent Cards advertise capabilities and endpoints without centralized trust.

Forward-Secret E2EE Channels

ChaCha20-Poly1305 AEAD sessions with domain-separated AAD provide complete privacy and replay prevention. Session keys rotate automatically across frames.

Cryptographic Merkle Auditing

Domain-separated SHA-256 Merkle trees anchor every task event and capability check. Verification is mathematically independent of evidence retrieval.

Contract-driven architecture.

The entire Talos ecosystem is built around a single source of truth: talos-contracts. Versioned schemas, test vectors, and canonical helpers ensure every component speaks the same cryptographic language.

talos-contractsSchemas · Vectors · HelpersUniversal SDKTS · Python · Java · GoCore RustFFI Kernel · WASMDocumentationAPI Specs · GuidesMCP ConnectorTool BridgeGatewayREST APIAudit ServiceMerkle Commits

Contracts flow outward: every SDK and service integrates through published, versioned schemas.

Dual execution engine.

Talos A2A v1 provides pluggable execution drivers without altering protocol semantics. Choose ultra-low-latency in-memory coordination on edge nodes, or durable, fault-tolerant orchestration for massive multi-agent swarms.

Edge & Local Nodes

InMemoryTaskRunner

Zero-overhead async task dispatcher for local agent swarms, embedded systems, and edge nodes (Raspberry Pi 5, Apple Silicon). Sub-5ms round-trip latency with in-process event queues.

  • • Latency: < 5ms dispatch
  • • Footprint: < 15MB RAM
  • • Transport: Local IPC / Direct HTTP
Distributed Swarms

TemporalTaskRunner

Enterprise durable workflow driver backed by Temporal. Guarantees exactly-once execution, automatic retries across node restarts, and resilient long-running multi-agent pipelines.

  • • Scale: 100k+ concurrent workflows
  • • Durability: Event-sourced state machines
  • • Cluster: Federated server (:7233)

Secure tool invocation.

In production, Talos provides end-to-end encryption and per-request authorization. A parallel audit channel captures every decision in a tamper-evident structure—without adding latency.

EXECUTION PATHAgentAI ClientUniversal SDKTypeScript · PythonJava · Go · RustMCP ConnectorTool BridgeGatewayREST APIMCP ToolServiceE2EEAuthAUDIT CHANNELAudit ServiceDashboardHashExecutionAudit

Every request is encrypted, authorized, and logged. Parallel audit commits provide visibility without latency.

Universal Commerce Protocol

Talos enables AI agents to execute secure, allowlist-driven transactions on the Universal Commerce Protocol (UCP). Finalize checkouts and manage sessions with merchant-level policy enforcement.

Merchant Allowlist

Enforce transaction trust by restricting agent checkout to verified merchant domains.

Secure Checkout

Full lifecycle support for UCP Shopping sessions including creation, updates, and completion.

Budget Controls

Real-time spend limit validation and cryptographic audit logs for every transaction.

Performance at scale.

Cryptographic security without the latency tax. Verified on Apple Silicon.

authorize fast

12kauth/sec

Talos Core authorizes requests at high throughput.

Source: M4 Max, service-level gateway authorize_fast

verify ed25519

< 150μsms

Signature verification at microsecond latency.

Source: M4 Max, Ed25519 verification

chacha20 poly1305

280k+ops/sec

ChaCha20-Poly1305 AEAD throughput for zero-trust agent messaging.

Source: M4 Max, core ChaCha20-Poly1305 AEAD encryption

dispatch task

< 5msms

Sub-5 millisecond task dispatch round-trip for edge agent swarms.

Source: InMemoryTaskRunner edge loopback latency on Apple Silicon & Raspberry Pi 5

ratchet encrypt

44k+ops/sec

Double Ratchet encryption at scale.

Source: Python SDK, Session.encrypt(35B)

canonical json

270k+ops/sec

Canonical JSON digest computation.

Source: Python SDK, SHA256 + canonical serialization

log ingest

12kevents/sec

Verified large-scale behavior modeling.

Source: M4 Max, service-level audit log_ingest