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Ship AI features with confidence

AI quality & delivery consulting

We help teams test and deliver AI products: LLM outputs, agent workflows and the QA and CI/CD process around them. We turn “it seems to work” into measurable quality.

AI services

Quality for AI that changes on every run

Traditional testing assumes the same input gives the same output. AI doesn’t, so it needs different methods, and we apply them.

AI Application Development

Custom AI-powered applications: LLM integrations, retrieval-based search, copilots and agents, built with evaluation and testing from day one.

  • LLM and retrieval (RAG) application design
  • Copilots, agents and AI-driven workflow automation
  • Guardrails, monitoring and cost controls

AI Quality Assurance & LLM Evaluation

AI features give different answers on every run. We define what good looks like, then test and score it automatically.

  • Evaluation datasets and scoring criteria
  • Accuracy, safety and tone checks
  • Regression gates for model and prompt changes

Agentic Workflow Testing

Multi-step agents fail in ways single-prompt tests miss. We test the whole flow, including tool calls and handoffs.

  • End-to-end conversation and tool-call tests
  • Guardrails and failure-path validation
  • Reproducible traces for every failure

AI-Assisted Test Automation

We use AI tools such as Claude Code and Cursor to write, debug and maintain test suites faster, with human review on every change.

  • AI-assisted test authoring and debugging
  • Custom agents and skills for your team's standards
  • AI-assisted review of test code

AI Readiness & Process Audit

Before adding AI, we check whether your processes, data and team are ready, and where AI will actually save time.

  • Use cases ranked by value and risk
  • Process and data readiness review
  • Prioritized roadmap and pilot plan

Architecture, legal & delivery services

Architecture Consulting

Reviews of system and AI architecture for scalability, security and maintainability, with a clear modernization roadmap.

Software Legal Consultation

Technical and compliance readiness for software contracts, open-source licensing and AI data use, in coordination with licensed counsel.

QA Automation & Strategy

Test strategy and automated suites for web, API, iOS and Android.

DevOps & CI/CD Pipelines

Pipelines with quality gates that give developers fast feedback.

Agile & Dev Process Audit

A review of how your team plans, builds, reviews and releases software.

LegalBytes is not a law firm and does not provide legal advice. Software legal consultation is delivered in coordination with licensed attorneys.

How we work

From AI experiment to dependable product

The goal isn’t more AI. It’s AI your team can stand behind in production. Select a step to see what we do.

Step 1 of 4

Find where it matters

We map the workflow and the AI features involved, then decide what is worth automating or validating first. Some work should not be automated, and we will say so.

Built on experience

Over a decade of quality engineering, now applied to AI

Our work covers fintech, banking and mobile products, and now includes testing LLM features and conversational flows.

12+
Years in QA & test automation
AI
LLM features, chat and agent flows
Web · API · Mobile
iOS and Android coverage included
Daily
AI tools in our own test workflow

Our toolkit

AI-assisted development

AI tools that speed up test authoring, debugging and review, always with human approval.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • MCP integrations
  • Custom agents & skills
  • AI code review

AI apps & evaluation

Building AI applications and testing outputs that change between runs.

  • OpenAI API
  • Anthropic API
  • LangChain
  • LLM evaluation
  • Prompt engineering
  • Conversational flow testing
  • AI-generated content checks

Test automation

Frameworks for web, API and mobile end-to-end testing.

  • Playwright
  • Selenium
  • Appium
  • Serenity BDD
  • Cucumber
  • RestAssured
  • Kotlin
  • Java
  • Python
  • TypeScript

Performance, CI/CD & test management

Load testing, pipelines and the tools that track quality.

  • K6
  • JMeter
  • Postman
  • Jenkins
  • Azure DevOps
  • Docker
  • AWS
  • Allure
  • Jira
  • Xray
  • TestRail

Quality is what separates an AI demo from an AI product

A demo that works once is easy. A feature that keeps working as models, prompts and users change needs testing built for the job. That is what we do.

LegalBytes was founded in August 2023 by Jhonny Alejandro Pérez Rojas and Luz Adriana Ruiz González.

  • Hands-on, not just strategy

    We write the tests, evaluations and pipeline changes ourselves, then hand them over to your team.

  • Built for non-deterministic systems

    Traditional pass/fail testing is not enough for AI. We design checks that measure quality across varied outputs.

  • Your team keeps ownership

    We work with your developers and QA and leave behind processes they can run without us.

Our team

The people who write the tests and evaluations

Senior engineers who build the checks themselves, then hand them over to your team.

Jhonny Alejandro Pérez Rojas

Jhonny Alejandro Pérez Rojas

Co-founder · Senior SDET · AI Quality Engineering

12+ years in QA and test automation across fintech, banking and mobile products. Now focused on AI quality: validating LLM features, conversational flows and AI-generated content.

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Carlos Pabon

Carlos Pabon

Senior SDET · AI Quality Engineering

Senior SDET focused on AI quality. Designs and builds test automation frameworks for AI-driven software, coordinates testing across agile teams, and researches new AI and testing technologies. Hands-on with SerenityBDD, RestAssured, Cucumber, Selenium, Appium, K6 and JMeter, and with CI/CD pipelines on Jenkins and Azure DevOps. Master's degree from Pontificia Universidad Javeriana.

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Luz Adriana Ruiz González

Luz Adriana Ruiz González

Co-founder · Lawyer, Software Legal Consultation

Lawyer with a specialization in computer law and new technologies (Universidad Externado de Colombia). Independent legal consultant since 2021, focused on labor and technology law. Provides legal consultancy on software contracts, with experience reviewing and drafting contracts. At LegalBytes, she leads software legal consultation.

LinkedIn profile

Get in touch

Start with one AI feature or one slow process

Tell us about an AI feature you don’t fully trust, or a process that is slower than it should be. Book a free 30-minute review and we will tell you honestly where we can help.

contact@legal-bytes.com