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Release confidence packages

Fixed-scope packages for release quality, automation, AI validation, and monitoring.

Choose a package as the starting point for stronger release confidence, then adjust scope around your product, team workflow, and actual shipping risk.

What these packages are and when to use them

Each package is a fixed-scope engagement built around a specific release-confidence outcome. Packages work well as starting points — you can expand scope, combine packages, or move to a retainer as the product and release cadence matures.

Base QA is the right starting point if you need systematic testing coverage without an existing QA process. Automation applies if you have a product that ships frequently and need regression checks between releases. AI/ML Validation is for products with model-powered features that need systematic evaluation beyond functional testing.

All packages are scoped for Seed–Series B teams. For early-stage products, start with the FAQ to understand what kind of release confidence applies at your stage, or book a discovery call to map your specific stack and release flow.

See all FAQ answers Release readiness checklist Platform pricing
Base QA Package: Functional Testing & QA Strategy
The perfect starter for teams who need a senior QA partner to define a testing approach, build coverage, and run critical functional checks.

Problem

You're shipping fast, but bugs are slipping through and QA is done ad hoc (if at all).

Solution

I'll become your embedded QA partner — building a lightweight, strategic quality plan, and executing targeted functional testing across frontend, backend, and APIs.

Benefit

Get peace of mind and confidence in your product's reliability — without hiring a full-time QA team.

Deliverables

  • Risk-based QA strategy document
  • Manual functional tests for core flows
  • Exploratory testing on releases
  • Integration with your workflow (Slack/Linear/Notion)
Automation Add-On: Regression Automation + CI/CD
Automate your test suite, catch regressions before your users do, and speed up releases.

Problem

Manual QA doesn't scale. Your team wastes time running the same tests every release.

Solution

I build automated tests for your critical flows and wire them into your CI/CD pipeline (e.g., GitHub Actions, GitLab, Jenkins).

Benefit

Ship confidently. Every push runs tests. You focus on building — I'll make sure nothing breaks.

Deliverables

  • E2E tests with Playwright/Cypress
  • API tests (e.g., Postman, REST-assured)
  • CI/CD pipeline setup
  • Test coverage reports
AI/ML Validation Suite
Testing tools don't know how to validate AI models — but I do. Let's verify your ML/LLM systems are accurate, reliable, and safe.

Problem

AI systems are unpredictable. LLMs hallucinate. Models degrade. Standard QA doesn't catch it.

Solution

I test supervised models for accuracy, drift, and edge cases — and validate LLM/chatbots for prompt coverage, hallucination, and bias.

Benefit

Ship responsible, production-ready AI features that perform under pressure.

Deliverables

  • Prompt and response validation for chatbots
  • Model testing: accuracy, edge cases, fairness
  • Red-teaming simulations
  • Ongoing model regression monitoring
Performance & Load Testing Package
Ensure your app doesn't crumble under load. Identify bottlenecks before your users do.

Problem

Your backend and frontend may work in dev — but can they handle real users?

Solution

I simulate traffic, identify bottlenecks, and give you actionable fixes.

Benefit

Deliver smooth, fast, scalable experiences.

Deliverables

  • Load and stress test plans
  • Backend performance profiling
  • Frontend render analysis (Lighthouse, Web Vitals)
  • Database query performance review
Continuous Monitoring Retainer
QA doesn't stop at release. I offer ongoing test maintenance, alerts, and quality monitoring.

Problem

Bugs creep back in. Tests get stale. No one notices until users complain.

Solution

I maintain your test suite, monitor releases, and alert you when something breaks — before your customers do.

Benefit

Peace of mind, every sprint. Your QA is always up-to-date.

Deliverables

  • Regular test suite maintenance
  • Automated test monitoring
  • Release regression reports
  • Custom dashboards or alerting (optional)
Start with a discovery call
Need a custom package mix?
Combine scopes or start with a focused audit, then expand only where the product needs more coverage.

Scope and recommendations depend on your product, release cadence, and current coverage.