Services

Build a product, add an AI workflow, or improve an existing system.

I work with founders and teams on web applications, AI assistants, and existing codebases. We start with the problem, constraints, and first useful milestone, then agree on the scope and delivery plan.

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What I can help with

Start with the problem you need to solve. We can scope a focused improvement or a larger build.

Web apps and product development

Build a customer-facing product or internal tool, including the interface, accounts, data, payments, and integrations it needs.

Customer-facing web apps and SaaS products
Internal tools, dashboards, and admin interfaces
Authentication, billing, APIs, and data modeling
Deployment, monitoring, and documentation

Discuss this work

AI assistants and workflow automation

Help people find answers in your content or complete tasks across your systems. Define what the assistant can access, which actions need approval, and how to evaluate its output.

Content search with retrieval and source citations
Tool integrations and multi-step workflows
Permissions, approval steps, and failure handling
Evaluation cases and usage monitoring

Focused help in this area

Private and local AI systems
Choose what runs locally and what uses a hosted model based on your data, hardware, and integration needs.
Hermes and OpenClaw agent setup
Configure skills, memory, permissions, schedules, and integrations for a personal or team agent.
Multi-step workflow automation
Connect research, triage, or operations tasks with retries, checkpoints, and human approval for selected actions.
AI usage and cost review
Review usage logs and evaluate model selection, caching, context size, and batching. Compare cost and output quality before recommending changes.

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Codebase review and improvement

Identify bugs, architectural problems, and gaps in testing that make an existing product difficult to change. Prioritize fixes and implement the agreed work.

Code and architecture review with prioritized findings
Bug fixes, refactoring, and regression tests
Integration permissions and error handling
Review checkpoints and developer documentation

Focused help in this area

AI developer-tool setup
Set up repository instructions, tool access, and review practices for teams using Claude Code, Codex, Cursor, or Copilot.
AI evaluation and monitoring
Define test cases, track regressions, and add monitoring to understand how an AI feature behaves after changes.

Discuss this work

How the work happens

We agree on scope, review working software, and plan the handoff and any ongoing support.

Understand the problem

We discuss users, constraints, existing systems, and what the first useful result should do.

Agree on the scope

We agree on deliverables, milestones, responsibilities, and the risks to investigate.

Build and review

I share working software and code changes for review, explain tradeoffs, and use your feedback to guide the next steps.

Launch and hand off

We check the agreed release criteria, document the system, and arrange any ongoing support separately.

Ways to work together

Choose a focused review, a defined project, or ongoing support.

Consulting

A focused review of a technical question, architecture, or proposed AI feature, with written recommendations.

Ideal for

Founders and technical leads deciding what to build or change

Architecture and implementation reviews
AI feasibility and rollout planning
Product and delivery tradeoffs
Written recommendations and prioritization
Written follow-up after sessions

Discuss a review

Project-based

A defined build or improvement with agreed deliverables, milestones, and review points.

Ideal for

Teams with a product or system change ready to scope

Project scope and milestone plan
Implementation and code review
Working demos and progress checkpoints
Agreed launch checks and post-launch fixes
Documentation and a walkthrough for your team
Source code ownership at handoff

Discuss your project

Ongoing support

Continued development, maintenance, and technical planning, with capacity and response expectations agreed in advance.

Ideal for

Teams that need continued work on an existing product

Reserved time for development and advice
Agreed communication and response expectations
Ongoing bug fixes, maintenance, and improvements
Roadmap planning and technical prioritization
Developer-tool setup and documentation

Discuss ongoing support

Not sure where to start?

Explore your project with the AI assistant, or send me a message about what you need. You can also book a 30-minute introductory call.

Book an introductory call