Developer Velocity
Custom coding assistants that understand your codebase, enforce your standards, and accelerate your team—without leaking IP to public APIs.
Overview
Generic coding assistants don't know your architecture, your conventions, or your domain logic. We build custom AI assistants that do—fine-tuned on your codebase, trained on your documentation, and aligned with your standards.
Whether it's automated code reviews, documentation generation, or architecture enforcement, we deliver AI that makes your team faster without compromising quality or security. Self-hosted, private, and tuned to your needs.
What We Deliver
Code Review Automation
AI assistants that review pull requests for bugs, security vulnerabilities, style violations, and architectural inconsistencies—trained on your team's best practices.
Documentation Generation
Automated documentation that stays up-to-date with your code, generating API docs, README files, and inline comments that reflect actual implementation.
Architecture Enforcement
Custom linters and guardrails that prevent architectural drift, enforce design patterns, and flag deviations from your technical standards.
Custom AI Assistants
Domain-specific coding assistants fine-tuned on your codebase, capable of writing boilerplate, refactoring legacy code, and suggesting optimizations.
Our Approach
Codebase Analysis
We analyze your repositories, understand your architecture, identify patterns, and extract the tribal knowledge embedded in your code.
Use Case Definition
We work with your team to identify high-impact automation opportunities—whether it's reducing review time, enforcing standards, or accelerating onboarding.
Model Fine-Tuning
We fine-tune code generation models on your codebase, training them to write code that matches your style, follows your conventions, and respects your constraints.
Integration & Deployment
We integrate AI assistants into your workflow—GitHub Actions, CI/CD pipelines, IDEs, or Slack—ensuring seamless adoption without disrupting existing processes.
Feedback & Refinement
We monitor assistant performance, collect developer feedback, and continuously improve models to adapt to evolving codebases and team practices.
Ready to Supercharge Your Engineering Team?
Let's explore how custom AI assistants can accelerate development while maintaining quality and security.
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