Services Built Around Your Stage
Whether you're validating an idea, scaling a product, or untangling technical debt, we have an engagement model that fits.
Launch-Readiness Audit
You vibe coded it. Is it ready for real users?
A focused review of apps built with Lovable, Bolt, Cursor, Replit, v0, or Claude Code. We look for the problems AI coding tools tend to leave behind (exposed keys, open databases, missing access checks, fragile payments) and tell you exactly what to fix before launch.
Best for: Solo and non-technical founders about to launch an AI-built app, or already live without an engineer's review
What you get
- Findings report ranked by severity
- Plain-English explanation of each risk
- Fix instructions you can paste into your AI coding tool
- Go / no-go launch checklist
- 30-minute debrief call
Technical Assessment
Know exactly where you stand before you scale.
A thorough review of your codebase, architecture, infrastructure, and engineering practices. You get a written report with a risk register, architecture diagram, and a prioritized roadmap you can act on immediately.
Best for: Pre-fundraise due diligence, pre-acquisition tech review, or before a major product push
What you get
- Architecture diagram of current system
- Risk register with severity ratings
- Prioritized improvement roadmap
- Security & dependency audit
- 60-minute debrief call
Startup Package
From blank repo to production-ready in weeks.
We set up your entire technical foundation, right from day one. Architecture decisions, monorepo or multi-repo, CI/CD, authentication, database schema, REST or GraphQL API, deployment, and monitoring. Everything configured, documented, and ready for your team to build on.
Best for: Founders starting a new product, technical co-founders who want a solid base, or teams rebuilding from scratch
What you get
- Tech stack selection & documentation
- Repository setup with branching strategy
- CI/CD pipeline (GitHub Actions or equivalent)
- Authentication system (SSO, OAuth, or custom)
- Database schema & ORM setup
- API scaffold with error handling & validation
- Cloud deployment (AWS, GCP, or Vercel)
- Basic monitoring & alerting
Custom Workflows
Automate the work that's slowing your team down.
We build custom integrations, data pipelines, and internal automation tools that run reliably in production. Whether you need to connect SaaS tools, automate reporting, process documents, or build an internal dashboard. We scope it, build it, and hand it off with docs.
Best for: Teams spending too much time on manual processes, data teams needing reliable pipelines, or ops-heavy startups
What you get
- Discovery & workflow mapping
- Automation or integration build
- Testing & error handling
- Deployment to your infrastructure
- Runbook / operational documentation
Production-Ready AI Services
AI that ships, not just demos.
We design and deploy AI features that actually work in production. RAG pipelines, AI agents, document processing, embeddings search, LLM integrations, fine-tuning pipelines, and evaluation frameworks. We handle the complexity of moving from prototype to a scalable, observable AI system.
Best for: Products that need to add AI capabilities, teams with a prototype that needs productionizing, or founders validating an AI-first idea
What you get
- Architecture & model selection
- Implementation with evaluation metrics
- Prompt engineering & optimization
- Observability & cost monitoring setup
- Deployment to production
- Technical documentation
Project-Based Engagements
A senior engineer on your specific goal.
Have a specific problem that doesn't fit a standard package? We take on focused, time-boxed projects with clear deliverables. After a free scoping call, you get a fixed-price proposal for exactly what you need. Nothing more, nothing less.
Best for: Any startup or SMB with a clearly defined technical problem they need solved
What you get
- Free 30-min scoping call
- Written proposal with fixed scope & price
- Delivery with documentation
- Post-delivery support window