Engineers
Don't know how to improve their AI workflows.
ARX
AI Engineering Performance
AI is already writing your code.
You just don't see how.
ARX shows what actually happened. Not just the diff.
Understand how AI agents work in your codebase so engineers can improve and teams can scale safely.
The Problem
You're reviewing the result. Not the execution.
AI agents don't just write code. They run tools, pull context, make decisions, and act independently. None of that shows up in a PR.
Teams
Repeat the same mistakes without realizing it.
Leadership
Sees output, but not capability or risk.
What ARX Does
Built for engineers first.
ARX gives you visibility into your own sessions so you can get better at working with AI.
- See how you actually operate with AI
- Understand where you lose time, control, or quality
- Get concrete suggestions to improve your workflow
From your dashboard
- Operating level and workflow maturity
- Where you intervene too early or too late
- Missing specs, weak verification, broken flows
- Clear actions to improve your next session
Not theory. Not storytelling.
ARX is based on what actually happened in the session.
Team View
From individual workflows to team intelligence.
ARX aggregates patterns across engineers.
Across engineers
- What workflows actually work
- Where teams get stuck
- Which setups outperform others
- How AI is really used across the org
For leadership
- A clear view of team capability, not just output
- Proven workflows worth scaling
- Early signals of risk before it hits production
No guessing. No vanity metrics.
Privacy
No spying. No surveillance.
ARX is designed to support engineers, not monitor them.
- No traffic interception
- No IDE proxying
- No raw screen or keystroke capture
- Structured signals, not invasive data
Engineers see their own data first.
Teams benefit from aggregated insights.
Why Now
AI adoption is already happening.
You can't improve what you can't observe.
- Engineers are using tools you don't control
- Agents are making decisions you don't see
- Workflows are evolving without shared standards
Outcomes
Operational clarity for every level.
For engineers
- Get better at using AI, fast
- Ship higher quality with less trial and error
- Understand what actually works
For teams
- Standardize winning workflows
- Reduce repeated mistakes
- Improve quality without slowing down
For leadership
- Visibility without friction
- Safer AI adoption
- Real operational insight, not assumptions
Beyond Raw Metrics
More than token usage. More than activity charts.
ARX inspects the full session: context, decisions, workflow, and the code itself to surface what raw metrics miss.
Individual tools can already show token usage or lines of code generated.
ARX looks at the entire session, the full context around it, and the code being produced.
Based on those signals, ARX runs deep analysis to help you see blind spots in how you work with AI.
Not just what was used. What happened, why it happened, and where to improve next.
Design Partner Program
See how AI work actually happened.
Join early teams using ARX to review prompts, decisions, tool usage, and execution risk before it turns into production debt.