Distributed Systems Active

Hubot Data Plane

Building a data orchestration layer for distributed systems that need reliable state management.

This all started when I built hubot-redis-backplane to scale Hubot instances horizontally.

Progress 20%
Status Active
Started Sep 2025

The Problem

Distributed systems need a reliable way to manage state, coordinate data flows, and recover from failures. Most existing solutions are either too heavyweight or too brittle for real-world operations.

Pain Points

  • State drift and inconsistency across nodes
  • Complex recovery from partial failures
  • Operational overhead of managing distributed state
  • Lack of observability into data flows

Vision

A simple, robust data plane for distributed systems that makes state management, coordination, and recovery predictable and observable. Leverage Hubot's ChatOps User Interface for seamless interaction and control.

Guiding Principles

  • Idempotent flows for stability
  • Interfaces that clarify failure modes
  • Observability as a first-class feature
  • Minimal operational overhead

Mission Objectives

Design core data orchestration primitives

In Progress

Define the essential building blocks for reliable state management and coordination.

Implement idempotent flow engine

Planned

Build a flow engine that ensures operations are safe to repeat and recover.

Integrate observability tools

Planned

Provide visibility into data flows, state transitions, and failure recovery.

Mission Updates

Mission kickoff

Started design of core orchestration primitives and outlined initial pain points.

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