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Pipeline / R&DWorkflow AutomationA product by CmdFlow

Relay

Event-Driven Automation Platform for Developer Toolchains

Enterprise event queue and webhook orchestrator for connecting AI models to production developer tools, issue trackers, and cloud infrastructure with zero dropped events.

[LIFECYCLE STATUS]
R&D Pipeline: Relay is currently an engineering research initiative. Architecture specifications are being dogfooded internally.
Engineering Rationale

The Bottleneck & The CmdFlow Solution

We only engineer products where existing developer workflows create persistent friction.

The Production Friction

What breaks in engineering teams today

Connecting asynchronous AI outputs to mission-critical infrastructure often results in dropped webhooks, unhandled JSON schema mutations, and silent pipeline failures.

The Engineered Solution

How Relay resolves the bottleneck

Relay acts as an event-driven automation queue providing schema validation, automatic retries with exponential backoff, and full audit logging for AI outputs.

Engineered Advantages

Built for speed, accuracy, and developer autonomy

01

Guaranteed Event Delivery

Enterprise message queue ensuring zero dropped webhooks and automatic exponential backoff retries.

Capabilities

Verified Feature Specifications

Only capabilities verified in our codebase and active engineering architecture are listed below.

feat-event-routing

Reliable Event Transformation & Routing

Ingest webhook payloads from any service, transform payloads with TypeScript, and dispatch to downstream APIs.

feat-dead-letter

Dead-Letter Queue & Replay

Inspect failed deliveries, modify payload schemas in-flight, and replay failed events with one click.

Architecture & Execution

How Relay Operates

A four-stage deterministic pipeline from repository integration to automated verification.

01

Ingest Webhooks

Receive real-time event streams from AI agents, CI runners, or cloud platforms over TLS 1.3.

02

Validate & Transform

Enforce TypeScript schemas and sanitize incoming payloads before dispatching to downstream tools.

03

Guaranteed Delivery

Distributed queue executes retries with exponential backoff, dead-letter routing, and full audit logs.

Developer Ecosystem

Native Platform & CI/CD Integrations

Integrates directly into your existing git hosts, issue trackers, and pipeline webhooks.

Stripe
Cloud
Linear
Issue Tracker
AWS SQS
Cloud
Slack
ChatOps
Audience Profile

Engineered specifically for:

Platform & DevOps Engineers
Backend Infrastructure Architects
Automation & Security Leads
Development • No Public Billing Active

Early Access & Architecture Preview

Relay is currently undergoing technical validation. Early access is granted on an invited basis to engineering teams willing to test and provide telemetry feedback. There are no active subscription charges.

Request Early Access Invitation →
Technical Specifications

Developer Documentation & Changelog

Inspect webhook schemas, environment variable configurations, and release notes for Relay.

FAQ

Frequently Asked Questions

Answers to common questions regarding deployment, security, and integration.

Ecosystem Cross-Links

Related Case Studies & Engineering Services

See how Relay relates to our Technology Partner client engagements and architectural expertise.

Case Study • Financial Services & Asset Management

High-Frequency Quantitative Risk Telemetry & Automated Regulatory Audit

Streaming quantitative risk compute engine built on distributed Redis streams, ClickHouse, and Next.js Server Components, recalculating Value-at-Risk (VaR) in sub-100ms intervals.

Read Case Study →
B2B Service • Pillar 01 — B2B Capability

Figma-to-Next.js Codebases & Full-Stack SaaS Integration

Cloud-native web applications engineered for speed, security, and global scale.

Explore Service →
B2B Service • Pillar 01 — B2B Capability

GEO Frameworks, Agentic AI & Performance-Driven Engineering

Deploying enterprise-grade agentic AI systems and automated operational pipelines.

Explore Service →
Get Started

Ready to streamline with Relay?

Connect with CmdFlow engineering to deploy this product or join the upcoming developer preview.