Financial data platform (Capalyx)
- Multi-env IaC with Terraform
- MWAA (Airflow) orchestration
- Automated QA & observability
Enterprise-grade consulting
Build, scale, and secure your software with a partner who ships.
Software technology & consulting, delivered with craftsmanship. From cloud-native architectures to robust QA automation, we help teams deliver faster with confidence.
Trusted stack:AWSTerraformPythonPlaywrightAirflow
Case Study Snapshot
From weeks to minutes: CI/CD for data platform
Automated integration tests, ephemeral environments, and secure deployments cut release times by 92% while increasing quality signal.
- Time-to-Release-92%
- Flaky Tests-80%
- Coverage+40%
- Deploy Frequency×5
What we do
End-to-end consulting that meets you where you are
Engage for an audit, a project, or as an extension of your team.
Cloud & Platform Engineering
AWS architectures, Kubernetes, IaC (Terraform), security-by-default, cost observability.
- VPCs, multi-account guardrails
- Serverless & containers
- FinOps & threat modeling
Test Automation & QA Strategy
Frameworks in Python/TypeScript, shift-left testing, CI pipelines, reliability engineering.
- E2E with Playwright
- API contract tests
- Data-quality (Great Expectations)
Data & AI Enablement
Modern data stack, batch/stream pipelines, feature stores, evaluation harnesses for GenAI.
- Airflow & MWAA
- Athena/Lakehouse
- LLM eval & guardrails
How we work
A pragmatic, outcomes-first delivery model
Step 1
Discover
Workshops, interviews, and architecture reviews to align on goals.
Step 2
Design
Roadmap, milestones, and solution blueprints with measurable outcomes.
Step 3
Deliver
Agile execution with CI/CD, IaC, and transparent reporting.
Step 4
Evolve
Operate, optimize, and transfer knowledge for long-term success.
Selected work
Recent projects & case studies
E2E testing overhaul
- Playwright migration
- 400% faster runs
- Shift-left & contract tests
Cloud cost & security program
- Guardrails & OPA policies
- Least-privilege IAM
- Dashboards & alerts
About
Craft, clarity, and accountability
Hatware Consulting is a boutique engineering partner focused on building reliable, secure, and scalable systems. We bring hands-on expertise across cloud, automation, and data—so you can ship with confidence.
- Founded2025
- FocusCloud · QA · Data
- EngagementsAudits → Delivery
- HQOrange County, CA
Core principles
- Security-first: least privilege, paved roads, automated checks.
- Automation everywhere: CI/CD, IaC, test suites that pay back.
- Observable by design: metrics, logs, traces, SLOs.
- Clear ownership: docs, runbooks, and handoffs that stick.
What clients say
Outcomes our partners care about
“They cut our release cycle from weeks to minutes without sacrificing quality.”
“The new QA strategy finally gave us trustworthy signals and fewer late surprises.”
“Their Terraform guardrails saved us from costly security gaps.”
Get in touch
Tell us about your goals
We’ll follow up within one business day.