Pragmatic Solutions for Java Teams

High-quality code. Simple systems. Built on 35 years of production experience.

What We Offer

Two solutions for modern Java teams facing real-world challenges.

J

JBCT

Java Backend Coding Technology — methodology and tooling for writing high-quality, deterministic Java code.

  • Automated code validation with zero false negatives
  • Guardrails for AI-generated code
  • CLI and Maven plugin for CI/CD integration
  • Training and consulting services
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A

Pragmatica Aether

Distributed Java runtime with predictive autoscaling — the third option between monolith and microservices.

  • ML-based predictive autoscaling
  • Zero-downtime rolling updates
  • Production-validated (80 E2E tests)
  • Pilot program available
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The Challenge

Modern Java development faces real problems that frameworks alone don't solve.

AI Code Quality Gap

84% of developers use AI coding tools, but 46% don't trust the output. Code churn from AI is 41% higher. Teams need guardrails.

Inconsistent Codebases

Growing teams mean growing inconsistency. Code reviews catch style issues, not architectural problems. New developers take months to become productive.

Infrastructure Complexity

Kubernetes solves distribution but adds operational burden. Teams spend more time on infrastructure than business logic.

Our Approach

Pragmatic solutions built on real-world experience.

35 Years of Production Experience

From firmware to distributed systems, trading platforms to blockchain nodes — we've built software that works at scale.

JBCT and Aether aren't theoretical. They're distilled from decades of solving real problems in production environments.

Modular Adoption

You don't have to go all-in. JBCT's elements improve code quality even without full adoption. Aether can run alongside existing infrastructure.

Start small, prove value, expand when ready.

Ready to Talk?

Whether you're exploring options or ready to start a pilot, we'd love to hear from you.

Get in Touch