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Gradientflo Labs

DevOps Engineer (Founding Team)

Posted 11 Hours Ago
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In-Office
San Francisco, CA, USA
24K-32K Annually
Expert/Leader
In-Office
San Francisco, CA, USA
24K-32K Annually
Expert/Leader
Founding DevOps Engineer responsible for designing and operating Vibecoderz’s GCP infrastructure, CI/CD pipelines, infrastructure-as-code, observability, security, cost optimization, release management, and disaster recovery. The role supports AI and multi-agent workloads, including Cloud Run services, Vertex AI, Firestore, Pub/Sub, Redis, and Neo4j. This engineer will establish reliable deployment workflows, tracing, monitoring, IAM controls, backup strategies, failover capabilities, and self-service engineering practices while scaling the platform to high availability and significant user growth.
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Role Overview

You will be the guardian of infrastructure and velocity. Every AI artifact, every mini-app, every TutorAgent interaction depends on the reliability of the pipelines and cloud environment you build. At Vibecoderz, DevOps isn’t a support role — it’s the backbone of product velocity and reliability.

As the founding DevOps engineer, you will design our CI/CD pipelines, observability stack, infra-as-code, and security posture from day zero. You’ll ensure that when a developer ships code, it’s live in production safely, quickly, and traceably. You’ll architect the serverless-first cloud strategy on GCP, balancing performance, cost, and scale as we grow from MVP to 100K+ MAUs.

You’ll use Linear (execution), Notion (runbooks/docs), and GitHub (actions & infra code) to make every workflow reproducible, transparent, and automated.

Key Responsibilities

  1. CI/CD Pipeline Ownership

    • Design and maintain GitHub Actions workflows for FE, BE, AI, and agent services.

    • Automate build, test, and deploy to Cloud Run with zero-downtime releases.

  2. Infrastructure as Code (IaC)

    • Implement Terraform scripts for GCP (Cloud Run, Firestore, Pub/Sub, VPCs).

    • Maintain environment parity (dev, staging, prod).

  3. Observability & Monitoring

    • Set up OpenTelemetry tracing for multi-agent workflows.

    • Configure dashboards (Cloud Trace, Grafana) for latency, errors, and throughput.

  4. Cost & Resource Optimization

    • Track infra costs, optimize workloads, and enforce scaling policies.

    • Benchmark agent workloads across Gemini Flash vs. Pro vs. custom models.

  5. Cloud Security & Compliance

    • Enforce IAM best practices, firewall rules, and secret management.

    • Build guardrails for prompt injection and unsafe agent actions at the infra level.

  6. Release Management

    • Define release pipelines with feature flags, rollbacks, and canary deploys.

    • Ensure smooth collaboration between PM, engineers, and QA.

  7. Disaster Recovery & Resilience

    • Build automated backup and recovery strategies for Firestore + Neo4j + Redis.

    • Design failover strategies for critical agent services.

  8. Agent Infrastructure Support

    • Support Browser-Use scaling for the Vibe Browser.

    • Manage GPU/TPU allocations for Gemini/Vertex pipelines if required.

  9. Collaboration & Enablement

    • Write runbooks and incident playbooks in Notion.

    • Train engineering team to self-serve common workflows.

  10. Problem Solving

    • Debug infra bottlenecks, trace latency across services, and enforce SLAs.

Success Metrics

90 Days (Probation):

  • CI/CD pipeline live for FE + BE services.

  • Terraform-based infra deployed and reproducible.

  • OpenTelemetry traces visible for at least 2 core user flows.

12 Months:

  • 99.9% uptime across production workloads.

  • <200ms latency for API responses across multi-agent workflows.

  • Fully automated deployments with rollback & feature flag system.

  • Disaster recovery tested with <5 min RTO (Recovery Time Objective).

Must-Haves

  • 10+ years in DevOps/SRE roles for high-scale products.

  • Mastery of CI/CD, Terraform, GCP services (Cloud Run, Pub/Sub, Firestore).

  • Proven experience with observability stacks (OpenTelemetry, Prometheus, Grafana).

  • Deep knowledge of cloud security, IAM, and infra cost management.

  • Background in scaling infra for developer or AI products.

Nice-to-Haves

  • Experience with Vertex AI/ML infra and GPU/TPU scaling.

  • Prior work on real-time, multi-agent systems.

  • Contributions to open-source DevOps tooling.

  • Startup/founding engineer experience.

Tech Stack Visibility

  • Infra: Terraform, GCP (Cloud Run, Pub/Sub, Firestore, VPC)

  • CI/CD: GitHub Actions

  • Observability: OpenTelemetry, Cloud Trace, Grafana

  • Security: IAM, Secrets Manager, GCP Firewall

  • Other: Redis, Neo4j, Browser-Use scaling infra

Assessment

Objective: Validate ability to design and operate production-grade infra for Vibecoderz.

Challenge (Candidate PoC):

  1. CI/CD Setup

    • Create a GitHub Actions workflow to:

      • Run unit tests for FE (Next.js) + BE (FastAPI).

      • Deploy BE service to Cloud Run on merge to main.

  2. IaC

    • Write Terraform scripts to provision:

      • Cloud Run service

      • Firestore DB

      • Pub/Sub topic for agent comms

  3. Observability

    • Add OpenTelemetry traces for one workflow (Text → Course).

    • Export traces to Cloud Trace and provide a screenshot of latency breakdown.

  4. Security

    • Configure IAM policy with least-privilege roles.

    • Add secrets management (e.g., API keys) to the workflow.

Deliverables:

  • GitHub repo with workflows + Terraform configs.

  • Cloud Run URL for deployed BE service.

  • Tracing screenshot with latency insights.

  • Short README explaining infra choices + tradeoffs.

Evaluation Criteria:

  • CI/CD Workflow Robustness (25%)

  • IaC Quality & Reproducibility (25%)

  • Observability & Monitoring Depth (20%)

  • Security & IAM Best Practices (15%)

  • Documentation & Clarity (15%)

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