AI AGENTS PLATFORM v1.0

Build Autonomous AI Systems with Precision

Deploy production-ready multi-agent workflows in minutes. Enterprise-grade orchestration, sub-second latency, and deterministic reasoning at scale.

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Demo

TRUSTED BY ENGINEERING TEAMS AT HYPERSCALE TECH

ACME AI
NEXUS CORP
QUANTUM LABS
SYNAPSE CORE
HYPERION DATA
VORTEX CLOUD

zyphra://cluster-prod-01.agents.mesh

OPERATIONAL

ACTIVE AGENTS

1,024 Swarms

99.98% execution fidelity

CONSENSUS LATENCY

18.4 ms

P99 across 14 edge regions

REASONING FIDELITY

100%

Deterministic guardrails active

ORCHESTRATION PIPELINE : SWARM-ALPHA

Auto-balancing active

Telemetry Ingest

12.4k req/s

→

Zyphra Core AI

70B MoE • 4ms

→

Guardrail Filter

0 Breaches

→

Tool Dispatch

Output verified

[2026-09-09T17:40:02Z] CLUSTER // Initializing agent mesh protocol v2.4

[2026-09-09T17:40:03Z] CONSENSUS // Synchronized 14 edge regions in 18ms

[2026-09-09T17:40:04Z] DISPATCH // Executing deterministic tool schema: Postgres_Vector_Sync

[2026-09-09T17:40:05Z] VERIFIED // Response latency: 32ms | Token efficiency: 98.4%

ARCHITECTURE

Engineered for mission-critical reliability.

Everything required to move autonomous agent loops from prototype to enterprise grade.

Claude 3.5

28ms

GPT-4o

34ms

Llama 3.1

19ms

↓

CONSENSUS HUB // 100% QUORUM

VERIFIED

Multi-Agent Consensus Protocols

Coordinate heterogeneous LLMs with automated consensus voting, dynamic fallback routing, and zero-loss state recovery.

firecracker::jail_vm_01

> firecracker::boot 0.8ms

[OK]

[sandbox] mem_limit: 256MB | cgroups: active

[sandbox] net_ns: none (air-gapped execution)

✔ vm.teardown: isolated cleanup 0.12ms

Sandboxed MicroVM Execution

Execute untrusted Python, TypeScript, and shell commands in sub-millisecond isolated Firecracker microVMs.

INSPECTOR // ACTIVE SHIELD

STRICT ENFORCEMENT

PII Data Filter

PII REDACTED

Adversarial Injection

INJECTION BLOCKED <4ms

JSON Schema Match

100% VALIDATED

Deterministic Guardrails

Schema enforcement, real-time PII redaction, and sub-10ms prompt injection detection shields.

TRACE ID: tr_89bf2c • TOKEN LEVEL METRICS

TOTAL: 1.37ms

router::decode

140µs

agent::prompt_eval

820µs

tool::vector_sync

410µs

Real-Time Distributed Telemetry

Full distributed tracing down to the token level. Track latency spikes, cost drifts, and agent tool-calling trajectories.

BENCHMARKS & RUNTIME

Why teams choose Zyphra over raw APIs.

Deterministic performance versus brittle wrappers.

Capability

Zyphra Runtime

RECOMMENDED

Raw APIs / LangChain

DIY Custom Scripts

Sub-50ms Routing Latency

<38ms

>300ms

Unpredictable

Hardware-Isolated Sandboxing

Native MicroVMs

None

Fragile Docker

Deterministic Guardrail Layer

Zero-overhead

schema: valid

Manual wrappers

None

Distributed Token Telemetry

Out of the box

Third-party SaaS

Custom logging

Stateful Pause & Resume

Native durable state

In-memory only

Unreliable

SOC2 Type II & HIPAA Ready

Enterprise verified

Self-managed

Non-compliant

Stop debugging brittle agent wrappers. Switch to deterministic runtime.

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CONNECTED ECOSYSTEM

Plug into your existing frontier stack.

Native zero-overhead connectors for models, vector storage, and sandboxed runtimes.

ALL CONNECTORS

FRONTIER LLMS

VECTOR & MEMORY

SANDBOX & RUNTIMES

CONNECTED

Claude 3.5 Sonnet

Frontier Model

<32ms route

CONNECTED

GPT-4o & o1

Frontier Model

<28ms route

CONNECTED

MicroVM Sandboxes

Compute Runtime

0.8ms boot

CONNECTED

Durable Memory

Vector Store

Sub-10ms query

CONNECTED

Llama 3.3 70B

Open Weights

Native vLLM

CONNECTED

Serverless Index

Vector Store

Zero cold-start

ENTERPRISE ADOPTION

Proven across millions of autonomous agent loops.

Engineering teams at scale trust Zyphra for deterministic execution, sub-millisecond isolation, and sub-50ms routing.

"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data
"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core
"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud

"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data
"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core
"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud

"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core
"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud
"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data

"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core
"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud
"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data

"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud
"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data
"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core

"The deterministic guardrail layer caught every prompt injection attempt during our red-team audit in under 4ms without degrading throughput. It is the gold standard for agent infrastructure."
Sarah Jenkins
Principal Infrastructure Architect, Vortex Cloud
"Zyphra reduced our multi-agent pipeline failures from 14% to 0.02%. The hardware-level Firecracker isolation was the only architecture our security council approved for production."
Dr. Elena Rostova
Head of Autonomous Systems, Hyperion Data
"Deploying multi-agent loops with raw API scripts was unmaintainable. Zyphra brought our median routing latency down to 34ms while giving us full distributed token tracing out of the box."
Marcus Chen
VP of Platform Engineering, Synapse Core

DETERMINISTIC COMPUTE TIERS

Transparent pricing for mission-critical agent runtimes.

Deploy single sandboxes or orchestrate planetary multi-agent swarms with hardware-isolated microVMs and sub-50ms routing guarantees.

Monthly

Annual

SAVE 20%

Starter

For personal sandboxes and local agent prototyping. Deploy up to 3 isolated microVMs with shared edge routing and community support.

$0

/ month

local::single_agent_vm

IDLE

CPU USAGE

12% // 1 CORE

Up to 3 concurrent microVMs

100k routing tokens / month included

Community Discord support

Standard JSON schema enforcement

Start for Free

Pro

$149

/ month, billed monthly

Planner

Tools

Guard

CONCURRENT STREAM

12.4k tok/s

Unlimited isolated Firecracker microVMs

5M routing tokens / month included

Sub-50ms priority consensus queue

Full distributed token tracing & telemetry

Stateful pause, resume & cold rollback

Deploy Production Cluster

Enterprise

Dedicated air-gapped infrastructure. Zero-retention memory audit pipelines, custom compliance packages (SOC2/HIPAA), and 15-minute SLA.

Custom

tailored compute contracts

SOC2 TYPE II // HIPAA

AES-256-GCM

VPC_AIR_GAPPED::ACTIVE

99.99% SLA

Dedicated hardware VPC deployments

Custom SLAs (99.99% uptime guarantee)

PII redaction & real-time injection shields

24/7 dedicated solutions engineering team

On-premise Firecracker orchestrator

Request Architecture Clearance

All tiers include 99.99% deterministic execution baseline, cryptographic audit logging, and automated fault rollback.

KNOWLEDGE BASE

Everything you need to know about the runtime.

Architecture specifications, compliance guarantees, and microVM execution details.

ENGINEERING DIRECT

Need architectural clearance?

Talk directly with our distributed systems core team for air-gapped VPC scoping, custom guardrails, and enterprise SLAs.

Talk to Core Team →

RUNTIME LATENCY

How does Zyphra achieve sub-50ms routing across heterogeneous LLMs?

Zyphra maintains persistent warm connection pools to frontier providers and executes speculative model routing at the edge. By evaluating consensus parameters in parallel sub-millisecond threads, median orchestration overhead is constrained strictly to under 38ms.

FIRECRACKER ISOLATION

What is the compute overhead of Firecracker microVM sandboxing?

Each untrusted agent code execution runs in an isolated Linux microVM booted via AWS Firecracker in less than 0.8ms. Dedicated memory limits (up to 2GB per agent) and strict seccomp filters ensure zero noisy-neighbor degradation or escape vulnerabilities.

VPC & ENTERPRISE DEPLOY

Can Zyphra deploy natively inside our air-gapped AWS or GCP VPC?

Yes. Enterprise plans include an on-premise orchestrator distributed via Terraform and Helm charts. Your model traffic, vector embeddings, and telemetry logs never leave your private subnet.

DETERMINISTIC GUARDRAILS

How do deterministic guardrails block prompt injection in under 4ms?

Our inspection pipeline combines compiled Rust regex automata with sub-token embedding shields running directly inside the routing layer, neutralizing indirect prompt injections and enforcing JSON schema conformity before payloads hit model contexts.

PRIVACY & ZERO RETENTION

Does Zyphra retain agent prompts, completions, or tool execution logs?

No. Zyphra operates under a strict Zero Data Retention (ZDR) architecture. Ingress PII is redacted in memory before routing, and execution logs are flushed immediately to your own SIEM or S3 buckets. SOC2 Type II and HIPAA compliant.

DURABLE STATEFUL RECOVERY

How does stateful pause and resume handle multi-hour agent workflows?

Every agent execution graph is backed by deterministic event sourcing. If an external API rate-limits or a human approval step is required, Zyphra serializes the entire execution state into PostgreSQL/pgvector and hibernates the microVM with zero idle compute costs.

PRODUCTION RUNTIME READY

Deploy your first autonomous agent in under 5 minutes.

Get started with free Firecracker sandboxes, sub-50ms routing, and zero credit card required. Scale deterministically to millions of tokens.

Start Building Free

npx zyphra@latest init

Zero credit card required

SOC2 Type II & HIPAA certified

3 free Firecracker microVMs included