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Automation & DevOps

Automation & DevOps

Eliminate manual work. Ship faster.

The fastest way to ship software is to automate everything that slows you down. We build the pipelines, infrastructure, and automation systems that let your engineers focus on features instead of fire-fighting.

8 min
Avg deploy time
34%
Infra cost reduction
99.97%
Pipeline reliability
15+
Systems automated
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Our CI/CD implementations reduce average deployment time from hours to under 8 minutes. Infrastructure costs reduced by average 34% through right-sizing and automation.

Exactly Who Does What

We believe in full transparency about how your software gets built.

AI Layer
Accelerates the work
Generates Terraform modules, Dockerfile configurations, and k8s manifests
Scaffolds GitHub Actions workflows, deployment scripts, and monitoring configs
Writes automation scripts for repetitive infrastructure tasks
Creates initial Grafana dashboard configurations and alert rules
AI-generated code is reviewed by engineers before merging.
Human Engineers
Where judgment matters
Designs the infrastructure architecture — cost, resilience, and compliance tradeoffs
Makes security decisions: IAM policies, network topology, secrets management
Builds complex automation: multi-environment promotion, rollback strategies, canary deployments
Tunes monitoring: what to alert on, what's noise, SLO/SLA definition
Trains your team on the new systems and writes the runbooks
Every system is designed, reviewed, and signed off by a senior engineer.

Real Code. Real Transparency.

Here's an actual snippet from a project like yours — with comments showing what AI wrote vs. what our engineers added.

AI-generated base + human security hardening: GitHub Actions deployment pipeline

code
# AI scaffolded the workflow structure.
# Engineers added: OIDC auth, environment protection rules,
# smoke tests post-deploy, and Slack notifications with context.

name: Production Deployment

on:
  push:
    branches: [main]

permissions:
  id-token: write    # Human: OIDC — no long-lived AWS keys
  contents: read

jobs:
  deploy:
    runs-on: ubuntu-latest
    environment: production    # Human: requires manual approval
    steps:
      - uses: actions/checkout@v4

      - name: Configure AWS via OIDC
        uses: aws-actions/configure-aws-credentials@v4
        with:
          role-to-assume: ${{ secrets.AWS_DEPLOY_ROLE }}
          aws-region: us-east-1

      - name: Build & push Docker image
        run: |
          IMAGE_TAG=${{ github.sha }}
          docker build -t $ECR_REGISTRY/app:$IMAGE_TAG .
          docker push $ECR_REGISTRY/app:$IMAGE_TAG

      - name: Deploy to ECS
        run: |
          aws ecs update-service --cluster prod --service app \
            --force-new-deployment

      - name: Wait for stability + smoke test
        run: |
          aws ecs wait services-stable --cluster prod --services app
          curl -f https://api.yourapp.com/health || exit 1

How We Work Together

1

Audit & Design

HumanDays 1–3

Current infrastructure audited. Pain points identified. New architecture designed with cost, security, and scalability in mind.

Infrastructure audit reportArchitecture designCost projectionSecurity assessment
2

Infrastructure as Code

AI + HumanWeeks 1–3

AI scaffolds Terraform modules and configs. Engineers implement the security model, IAM policies, and network topology.

Terraform codebaseAll environments provisionedSecrets managementVPC + networking
3

CI/CD & Automation

AI + HumanWeeks 2–6

Deployment pipelines built. Automated testing gates. Environment promotion workflows. Rollback procedures.

CI/CD pipelinesAuto-deploy on mergeTest gatesRollback runbook
4

Monitoring & Handover

HumanWeeks 5–8

Full observability stack. Dashboards, alerts, SLOs. On-call runbooks written. Team training session.

Monitoring dashboardsAlert rulesRunbooksTeam training

What's Included

CI/CD Pipelines

GitHub Actions, GitLab CI, or CircleCI. Automated testing, security scanning, and deployment gates. Ship with confidence.

Infrastructure as Code

Terraform for everything. Reproducible, versioned infrastructure. Staging matches production — always.

Kubernetes Orchestration

Container orchestration, auto-scaling, rolling deployments, and self-healing infrastructure.

Observability Stack

Grafana, Prometheus, PagerDuty. You see everything. You're alerted on what matters. Nothing else.

Frequently Asked

Free 30-minute strategy call — no obligation

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