Go From Vibes to Validated.
Security, evaluation, and monitoring built in.
We deliver AI-native impact for products and teams—vibecoding speed, enterprise guardrails.
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How We Work
Fixed-scope engagements with clear deliverables. No open-ended retainers, no slide-only strategy decks.
Discovery Call
30-minute call to understand your team, tools, and constraints. We'll tell you if we can help.
Scoped Proposal
Clear scope document with deliverables, timeline, and fixed price. No surprises.
Deliver Artifacts
You get working policies, playbooks, and systems — not PowerPoints.
Our Services
Cursor Enablement Sprint
2 weeks
Get your team productive with Cursor in 2 weeks. Policy baseline, pilot rollout, guardrails, and onboarding playbook.
Deliverables
- Usage policy & IP guardrails
- Pilot rollout plan
- Eval harness & telemetry
- Team onboarding playbook
Claude Code Enablement Sprint
2 weeks
Deploy Claude Code (Anthropic's agentic coding assistant) with proper guardrails. Terminal access policies, agentic workflow patterns, and safety controls.
Deliverables
- Agentic coding policy
- Terminal & file access controls
- Workflow pattern library
- Safety guardrails & monitoring
AI Architecture Review
4 weeks
Comprehensive review of your AI integration architecture. Identify gaps, optimize workflows, and build a roadmap for scaling AI across your engineering org.
Deliverables
- Architecture assessment report
- Tool consolidation plan
- Integration roadmap
- Team capability matrix
AI Governance & Policy
3-4 weeks
Establish governance frameworks for AI tool adoption. Security questionnaire responses, risk assessments, and compliance documentation.
Deliverables
- AI usage policy document
- Security questionnaire responses
- Data classification guidelines
- Incident response procedures
AI Tool Evaluation
1-2 weeks
Objective evaluation of AI coding assistants for your team. Benchmark tests, workflow analysis, and recommendations.
Deliverables
- Tool comparison matrix
- Benchmark test results
- Workflow fit analysis
- Procurement recommendation
Vibecoding Security Bootcamp
Course
Master AI-assisted development safely in production. Deep dive into CI/CD security, automated testing with AI, and secure deployment patterns.
Deliverables
- Secure CI/CD pipeline patterns
- AI-assisted code review workflows
- Production safety checklists
- Incident response playbooks
Building Apps on Firebase & GCP
Course
Comprehensive course on building production applications with Firebase and Google Cloud. Authentication, Firestore, Cloud Functions, and deployment best practices.
Deliverables
- Firebase Auth & Firestore mastery
- Cloud Functions architecture
- Hosting & deployment automation
- Cost optimization strategies
AI Apps with Vertex AI & Gemini
Course
Build production AI applications using Google's Vertex AI platform and Gemini models. From prompt engineering to fine-tuning and deployment.
Deliverables
- Gemini API integration patterns
- Vertex AI pipeline setup
- RAG & embedding strategies
- Model evaluation & monitoring
MCP: Theory and Practice
Course
Master the Model Context Protocol (MCP) for building AI tool integrations. Design, implement, and deploy MCP servers that extend AI assistant capabilities.
Deliverables
- MCP architecture & concepts
- Building custom MCP servers
- Tool & resource patterns
- Production deployment strategies
Claude Skills
Course
Unlock the full potential of Claude for software development. Advanced prompting, agentic workflows, and building Claude-powered applications.
Deliverables
- Advanced Claude prompting
- Agentic workflow patterns
- Claude API best practices
- Building Claude-powered apps
What We Don't Do
We believe in being upfront about what we're not. This helps you find the right fit.
✕ No coasting on AI hype. We provide rigorous validation of our solutions.
✕ No slide-only strategy. Every engagement produces working artifacts.
✕ No tool evangelism. We recommend what fits, even if it's not trendy.
✕ No staffing/outsourcing. We enable your team, not replace them.
Evaluating AI Coding Tools?
Browse our curated directory of 50+ AI tools — from code assistants to deployment platforms. In-depth reviews, comparisons, and pricing guides.
Ready to Get Started?
Book a free 30-minute call to discuss your team's needs. No sales pitch, just an honest assessment of whether we can help.