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Services

Custom AI systems and senior full-stack delivery.

For teams that need ambitious software, production-grade AI, or a codebase rescue without paying for a long chain of handoffs.

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Core Services

Three areas of deep expertise, each focused on delivering measurable business outcomes.

Product Engineering & Full-Stack Delivery

End-to-end product work for teams that need one senior builder to own the app surface, backend, data layer, and launch path. This is the right fit when the problem is bigger than a feature ticket but smaller than staffing an entire engineering org.

  • Customer-facing web apps and SaaS products
  • Internal platforms, dashboards, and admin tooling
  • Authentication, billing, APIs, and data modeling
  • Frontend architecture that stays maintainable as scope grows
  • Launch planning, observability, and operational handoff
  • Senior implementation without coordination drag
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Custom AI Assistants & Agent Systems

I build AI systems that do real work: assistants, grounded retrieval flows, tool-calling interfaces, and long-running workflows with the surrounding architecture they need to hold up in production.

  • Custom AI assistants and internal copilots
  • Grounded retrieval and knowledge systems
  • Tool calling, structured outputs, and workflow routing
  • Agent orchestration with approvals and fallbacks
  • Hybrid model routing - local, cloud, and cost-tiered
  • Production UX for AI features, not just raw model access
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AI Enablement, Hardening & Rescue

When a team has moved fast with AI and now needs better judgment, structure, or reliability, I can stabilize the codebase, tighten the workflow, and turn scattered tooling into a real engineering advantage.

  • Architecture cleanup for fragile AI-heavy codebases
  • Security and permissions review for AI integrations
  • Observability, test strategy, and failure reduction
  • Claude Code, Codex, Cursor, and Copilot workflow setup
  • Repo-aware guardrails and review checkpoints
  • Practical team enablement around AI-assisted delivery
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Specialized Services

Not every project needs a full engagement. Sometimes you need one thing done right.

Private / Local AI Systems

Local-first and hybrid assistant setups for teams that need more control, tighter data boundaries, or less vendor lock-in.

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OpenClaw Setup & Customization

OpenClaw deployments, custom skills, permissions tuning, and workflow integrations tailored to how your team actually works.

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Agentic Workflow Automation

Long-running, tool-using processes for research, operations, content, triage, and approvals that do not fit inside a single prompt.

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AI Developer Workflow Enablement

Repo harnesses, usage standards, and practical setup for teams using Claude Code, Codex, Cursor, and other agentic coding workflows.

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AI Cost & Token Optimization

Model routing, prompt caching, batching, and right-sizing so your AI features cost what they should. Spend audits with concrete before/after numbers.

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Evals & AI Observability

Eval suites, regression tracking, and production monitoring for AI features, so quality is measured instead of guessed at.

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How Engagements Work

A structured approach to every project, from initial consultation through delivery and beyond.

1

Clarify the real job

We define the business problem, the system boundaries, and what success actually looks like before implementation picks up speed.

2

Design the delivery path

Architecture, risks, milestones, and operational constraints are made explicit so the build stays grounded.

3

Ship with feedback loops

Working software lands early, tradeoffs stay visible, and course corrections happen before they become expensive rewrites.

4

Harden and iterate

Launch is paired with monitoring, cleanup, and follow-through so the system can keep earning trust after it goes live.

Ways to Work Together

Flexible engagement options structured around your needs, timeline, and budget.

Consulting

Senior technical judgment for teams that need architecture direction, AI systems advice, or a clear read on where risk is hiding.

Ideal for

Founders and technical leads who need clarity before they commit budget or headcount

  • Architecture and implementation reviews
  • AI systems feasibility and rollout guidance
  • Product and delivery tradeoff discussion
  • Written recommendations and prioritization
  • Direct async follow-up after sessions
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Most Popular
Project-Based

A defined build, rescue, or systems engagement with clear scope, milestones, and a single accountable owner from start to ship.

Ideal for

Teams with a real product or systems need that should move decisively in a bounded engagement

  • Scoped roadmap and milestone plan
  • Hands-on senior execution
  • Working demos and progress checkpoints
  • Launch hardening and post-ship cleanup
  • Documentation and knowledge transfer
  • Source code ownership at handoff
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Ongoing Partnership

Reserved senior capacity for teams that need a trusted technical partner across roadmap, delivery, and AI evolution over time.

Ideal for

Companies that want continuity, faster response, and deep familiarity with their system

  • Reserved build and advisory capacity
  • Priority access and faster turnaround
  • Ongoing codebase hardening and evolution
  • Roadmap planning and technical prioritization
  • Team enablement around modern AI workflows
  • Continuous context instead of repeated onboarding
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Not Sure Where to Start?

Use the AI assistant to scope your project interactively, or book a free 30-minute consultation to talk it through.

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