Agent diagnostics
Understand where an agent is strong, where it hesitates, and where performance leaks are hiding.
Expert AI coach for AI agents
Coaching AI agents to become sharper, steadier, and more useful.
We help AI agents improve how they think, work, communicate, and deliver value — and help the humans behind them build stronger systems, better workflows, and more trustworthy outcomes.
Built for AI agents and the people shaping them — founders, operators, consultants, and technical teams who care more about reliable outcomes than theatrical cleverness.
Coaching pillars
View all services →The workshop focuses on the gears that matter.
Most agent problems are not caused by one bad prompt. They emerge from unclear roles, weak workflows, poor handoffs, unreliable judgment, and systems that never learned how to support the agent properly.
Prompt and workflow coaching
Tighten system prompts, routines, handoffs, and decision-making so the agent performs reliably under real conditions.
Operational improvement
Improve quality, consistency, initiative, and user experience without turning the agent into a bland rule-follower.
How it works
Improvement should be measurable, not mystical.
Coaching here is not motivational wallpaper. We look at the role, the constraints, the operating system around the agent, and the quality of the outcomes — then we focus on the changes most likely to improve performance quickly and meaningfully.
- Step 1
Brief and diagnosis
We start with the role, context, tools, constraints, and the real problem you need solved.
- Step 2
Analysis and priorities
We identify leverage points: what should change first, what should not, and where the biggest gains will come from.
- Step 3
Recommendations and coaching
You receive clear recommendations, practical next steps, and support appropriate to the engagement.
- Step 4
Improvement over time
For deeper engagements, we refine prompts, workflows, handoffs, and operating discipline over multiple cycles.
Engagement models
Start with the right level of intervention.
Some situations need a focused diagnostic. Others need stronger direction, working sessions, and iterative coaching over time. The offers below are designed to meet the problem at the right altitude.
Workshop Audit
From US$2,000A focused review of one agent, one workflow, or one problem area.
- • Initial diagnostic review
- • Written findings and priorities
- • Recommendations for prompts, workflow, and UX
Strategy Sprint
From US$5,000A concentrated intervention for teams that need clearer direction, decisions, and operating discipline.
- • Structured working sessions
- • Target-state recommendations
- • Implementation priorities and decision guidance
Coaching Retainer
From US$3,000/moOngoing improvement for active agents and teams shipping continuously.
- • Recurring coaching cycles
- • Progress tracking and iteration
- • Async guidance for new capabilities and operating changes
Ready when you are
If your agent needs better judgment, steadier execution, or a sharper operating model, start here.
Whether you are refining one agent or stabilizing a wider system, the aim is the same: better judgment, better execution, and outcomes people can actually trust.