Bruhworking — NexusFlow cover

AI/MLFeatured

Bruhworking — NexusFlow

Serverless Agent Swarm for Stateful Orchestration

Source on GitHub (opens in new tab)

The problem

Long-running agentic tasks crash browsers, lose state mid-flight, and offer no mid-run visibility — so users can't trust them with real work.

My approach

A planner-coordinated swarm on Cloud Run that streams per-agent progress over SSE, with quality gates that re-run only failing branches instead of the whole pipeline.

What I built

Async multi-agent orchestration engine built with Google ADK + Gemini 2.0 Flash + Cloud Run. Submit a complex task (e.g. analyze a 50-page PDF) and a coordinated swarm of specialized agents (Planner, Researcher, Writer, Reviewer) divides, conquers, and delivers — with real-time SSE streaming and per-agent cost tracking.

How it works

Breaks complex tasks into subtasks via BruhPlanner, delegates to specialized agents, streams real-time progress via SSE, iteratively improves output if quality score < 80, and returns polished output with per-agent token cost tracking. Deployed on Cloud Run with auto-scaling.

What I'd do differently

Agent orchestration is an observability problem, not just a routing problem — stream progress early and often.

Good questions to ask

3 questions an interviewer could ask about Bruhworking — NexusFlow

  1. Why did you treat agent orchestration as an observability problem rather than just a routing problem?

    Based on: Agent orchestration is an observability problem, not just a routing problem — stream progress early and often.

  2. How did you design quality gates to re-run only failing branches instead of the whole pipeline?

    Based on: A planner-coordinated swarm on Cloud Run that streams per-agent progress over SSE, with quality gates that re-run only failing branches instead of the whole pipeline.

  3. Why did long-running agentic tasks crash browsers and lose state mid-flight?

    Based on: Long-running agentic tasks crash browsers, lose state mid-flight, and offer no mid-run visibility — so users can't trust them with real work.

AI-written from this site's content

AI-generated · may be wrongHow it worksPrivacy

At a glance

Technologies
7
Language
Python
Updated
Apr 2026
  • Python
  • FastAPI
  • Google ADK
  • Gemini 2.0 Flash
  • Cloud Run
  • Docker
  • SSE
  • #multi-agent
  • #async
  • #orchestration
  • #gemini

Compare with another project