Enable Your Engineering Team to Do Its Best Work
From leadership coaching and architecture to reviewing AI agent setups and eval approaches, we work alongside your team to improve how it builds, evaluates, and maintains its systems. Together we establish workflows your team can sustain.
what we improve together
Teams & Organization
- Understand your goals, constraints, and current engineering maturity
- Review roles, skills, knowledge sharing, and how decisions get made
- Align processes and tools with your team's work, including coding agents like Codex and Claude Code
- Coach leaders and teams to build practices they can own and improve
Systems & Agent Quality
- Review architecture, integrations, data access, and the tools behind your systems
- Assess agents you build for internal users and customers: prompts, models, tools, context, and workflows
- Define success criteria and evals grounded in real tasks and failure modes
- Establish repeatable eval workflows and regression checks your team can maintain
our services
Enable Your Leaders & Teams
CTO Advisory & Coaching
1:1 coaching and strategic guidance for CTOs and engineering leaders to strengthen leadership and support their teams through growth and change.
Organizational Excellence
Review team structures and engineering practices with the people involved. Together we improve how teams collaborate, make decisions, and deliver.
Team Enablement & Development
Assess capabilities, coach teams, and create practical development paths so people can take ownership of new practices and systems.
Technical Architecture That Accelerates Growth
Context Engineering & AI Infrastructure
Custom MCP server development and context infrastructure to give your AI agents secure, intelligent access to the right company data for every task.
Data & Cloud Architecture
Modern data pipelines, warehouse design (Snowflake, BigQuery, Redshift), and cloud-native architecture built for scale, performance, and future growth.
DevOps & Ongoing Excellence
Infrastructure as code (Terraform), CI/CD automation, and continuous optimization to keep your systems running at peak performance long-term.
Improve Your AI Agents
Agent Setup Review
Review the full agent setup, from prompts and models to tools, context, integrations, and workflows. Identify where agents fail and prioritize practical improvements.
Evaluation Strategy
Define what good performance means for your use cases. Review your existing approach to evals and develop representative tasks, success criteria, and ways to assess results.
Eval Workflows & Continuous Improvement
Establish repeatable eval workflows that capture failures, track changes, and check for regressions. Give your team a practical way to improve agents with evidence over time.
how we work
Discovery & Partnership
We start with your team's goals, ways of working, and systems. Through conversations and hands-on reviews, we identify what helps or hinders progress, including agent setups and existing evals where relevant.
Advisory & Design
We co-design a practical plan with your team: coaching, changes to engineering practices, architecture, or implementation support. For agent work, we define success criteria and representative evaluation cases together.
Implementation & Execution
We work alongside your team to implement improvements and build the skills to maintain them. This can include evolving team processes, building infrastructure, improving agent context and tools, or setting up eval workflows and regression checks.
Ongoing Support & Optimization
We help your team review outcomes, refine practices, and keep improving systems as needs change. For agents, eval results help reveal failures and guide the next iteration. We can provide ongoing advisory and technical support as needed.
Ready to Enable Your Engineering Team?
Let's talk about your team's goals and the support that would help, from leadership coaching and architecture to agent setup reviews and eval workflows.