AI Coding Transformation for Engineering Teams
Go AI-native without trading away code quality.
AI-native development for engineering teams, done safely. I roll out Cursor and Claude Code, train developers, and rebuild review and CI/CD around AI-generated code so output stays fast and trustworthy in production.
How I work with your team
Six focused engagements, from curious about AI tooling to shipping AI-assisted code safely.
AI Dev Tooling Rollout
Cursor and Claude Code set up across your teams with shared rules, prompts, and project context, so every developer starts from the same baseline.
Key Features:
- Cursor and Claude Code configuration
- Shared rules, prompts, and context files
- Background and agentic workflows
Guardrails for AI-generated code
AI ships far more code, far faster : the speed can't cost you reliability. Every engagement leaves behind the review, CI, and evaluation systems that keep AI output safe in production.
PR review for AI-written code
A review process for larger, faster diffs : human checklists plus automated review, so AI-authored changes still get real scrutiny.
CI/CD restructured for codegen
Pipelines tuned for the volume AI tooling produces : tests, types, and checks catch regressions before anything reaches main.
Security & quality gates
Merge gates on linting, types, and tests, plus dependency and security checks : faster output never lowers the bar.
Evals that keep output trustworthy
Evaluation and classification systems for AI-driven features, drawn from evaluating millions of chatbot events at Dashly.
Engineering rigor in my own work
Recruit AI: Intelligent Recruitment Matching
Recruit AI: Intelligent Recruitment Matching
Two-sided recruitment marketplace with a retrieve-and-rerank pipeline: pre-filtered ANN vector search plus multi-factor re-ranking. Built on an Effect.ts hexagonal architecture with compile-time dependency guarantees.
Next.jsEffect.tsQdrantVector SearchRetrieve & RerankVercel AI SDKDrizzlePostgreSQLTurborepo
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I ship — every day
3,949
Contributions
606
PRs
53
Week Streak
5
Day Streak
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Does not include automated bots, issue resolvers, or software factories.
Frequently asked questions
Pricing
Flexible options to meet your project needs and budget
Default
For standard projects with flexible timelines
$60/h
- Full-stack development
- AI integration
- We set the deadline
- Regular updates
Priority
For time-sensitive projects with specific deadlines
$80/h
- Expedited development
- Advanced AI solutions
- You set the deadline
- Daily progress updates
Project
Pay per deliverable, tailored specifically to your business goals
Custom
- Fixed pricing per milestone
- Clearly defined deliverables
- Transparent timelines
- Flexible revisions and support
AI Coding Consulting
Expert guidance for AI transformation initiatives
$140/h
- Team training & workshops
- AI development strategy
- Codebase optimization
- Productivity enhancement
Ready to make your team AI-native?
Tell me about your codebase and where your team is with AI tooling. I will map out how to roll it out and keep the output production-safe.
Book a free call