AI changed how code gets written.
Now change how teams get led.
Your engineers are shipping faster than ever with AI coding tools. But faster code doesn't mean healthier teams. If anything, it's harder to see who's thriving and who's drowning.
MyTeam.sh is the management layer that was always missing — real signals about real people, not just their output.
AI made engineering faster. It didn't make it easier to lead.
Copilot, Cursor, Claude — your engineers are writing code at 10x speed. Entire features ship in hours. PRs pile up faster than anyone can review them.
But here's the thing nobody talks about: faster output makes the people problems harder to see. When everyone looks productive on paper, how do you know who's actually struggling? Who's burning out behind a wall of AI-generated commits? Who's lost in a codebase that's growing faster than anyone can understand?
The old signals are broken. Lines of code mean nothing when AI writes most of it. Commit count is noise. PR velocity is a vanity metric.
Management didn't get an AI upgrade. Your team did. That gap is the problem.
You still find out someone is disengaged when they hand in their notice. You still discover sprint risk in the retro. You still manage by gut feeling in a standup that tells you nothing.
MyTeam.sh closes that gap. It watches the human signals that still matter— meeting load, blocker patterns, engagement drift, team health — the things AI coding tools can't see and spreadsheets can't capture.
Your engineers got AI superpowers overnight. Now it's your turn.
Connect your tools. Set your team structure. 15 minutes. That's it.
MyTeam.sh scores your team across six dimensions that actually matter in the AI era: communication patterns, execution velocity, knowledge transfer, meeting hygiene, onboarding quality, and retention risk.
No six-month implementation. No consultant. No "let's circle back after Q3."
Your team already has Copilot. It's time you had something too.
What MyTeam.sh actually does
In plain English.
It watches so you don't have to guess.
An AI agent monitors your team's signals — PR velocity, calendar load, communication patterns, sprint progress — and surfaces anomalies before they become incidents. Three engineers stuck on a ticket for four days? You'll know by day two.
It proposes. You decide.
When the agent detects a problem, it proposes a specific intervention — cancel this meeting, create this focus block, flag this sprint risk — and waits for your approval. No black box.
It learns your team.
Not generic benchmarks. Your cadence. Your definition of healthy. Playbooks generated from your patterns, not a template library someone wrote for a team nothing like yours.
It gives you the conversations you actually need.
"The data shows Jordan hasn't merged a PR in 8 days and spent 18 hours in meetings last week." That's not surveillance. That's a manager who finally has the context to have the right conversation at the right time.
Everyone looks productive but the sprint still failed?
It's time for MyTeam.sh.
AI tools made code faster but your team feels slower?
It's time for MyTeam.sh.
Can't tell who's thriving and who's hiding behind output?
It's time for MyTeam.sh.
Your best people are quiet and you don't know why?
It's time for MyTeam.sh.
Meetings multiplied but decisions didn't?
It's time for MyTeam.sh.
New hires are AI-fluent but take months to ramp on your systems?
It's time for MyTeam.sh.
The codebase grew 3x but knowledge sharing didn't?
It's time for MyTeam.sh.
You're spending more time firefighting than leading?
It's time for MyTeam.sh.
The answer is YES.
We get asked a lot of questions. Here are the answers.
- YES
Can it detect when an engineer is disengaging before they quit?
Yes. MyTeam.sh monitors engagement patterns — PR cadence, meeting load changes, and communication drift — to surface retention risk signals weeks before they become resignation letters.
- YES
Can it tell me which meetings are wasting my team's time?
Yes. It scores every recurring meeting by ROI, flags the bottom 20%, and proposes async alternatives you can approve with one click.
- YES
Can it flag at-risk sprints before they fail?
Yes. Sprint health is monitored from day one. Blocked tickets, velocity drops, and context-switching patterns are surfaced as early warnings.
- YES
Can it show me my team's health on a single screen?
Yes. The Process Maturity Score gives you a real-time view across six dimensions — communication, velocity, knowledge transfer, meetings, onboarding, and retention.
- YES
Can it generate playbooks specific to my team?
Yes. Playbooks are generated from your actual patterns and data, not from generic templates built for someone else's team.
- YES
Can it propose interventions and wait for my approval?
Yes. The AI agent detects issues, proposes specific actions, and only executes after you approve. You stay in control.
- YES
Can it cancel meetings and create focus blocks automatically?
Yes. Once you approve a proposal, the agent updates calendars, notifies the team via Slack, and tracks the impact.
- YES
Can it track onboarding progress for new engineers?
Yes. Every new hire gets a living 30/60/90 plan with milestones tracked against actual progress — first PR, first review, first solo task.
- YES
Can I set it up in 15 minutes without a consultant?
Yes. Connect your tools, set your team structure, and get your first health score in a single sitting. No implementation project required.
- YES
Can I use it without my team feeling surveilled?
Yes. MyTeam.sh watches team-level signals, not keystrokes. It's designed to build trust, not destroy it.
- YES
Can it integrate with GitHub, Jira, Linear, and Slack?
Yes. All four are supported out of the box, plus Google Calendar for meeting analysis.
- YES
Can it help me make the case for more headcount?
Yes. Use health score trends, meeting load data, and velocity metrics to make evidence-based requests to leadership.
We have opinions. Here are some.
AI made the old metrics meaningless.
When Copilot can generate 500 lines in a minute, tracking commits is a joke. When an engineer can ship a feature in a day, velocity charts tell you nothing about team health. The metrics that matter now are human ones — engagement, collaboration, focus time, knowledge distribution. That's what we measure.
Faster code doesn't mean healthier teams.
AI coding tools are incredible. But they're accelerants — they make healthy teams faster and struggling teams harder to read. The manager who could spot burnout by watching commit patterns? Those patterns don't exist anymore. You need new signals. We built them.
Surveillance destroys trust. Signals build it.
We're not tracking keystrokes or screenshot-ing desktops. We're watching the same signals a great manager would notice — if they had infinite time and perfect memory. Calendar overload. Blocked work. Engagement patterns.
Most managers were set up to fail.
Promoted because they were great engineers. Given a team, an AI toolkit they barely understand, and zero training. Expected to "figure it out." That's not fair. MyTeam.sh is the tool that finally gives managers the data to lead well — especially now.
Simple doesn't mean weak.
You can set up MyTeam.sh in 15 minutes. That's not because it does less. It's because we spent years making the hard parts invisible. Your engineers got AI superpowers. You deserve the same.
AI made your team faster. Not more visible.
The signals are there — behind the velocity charts and the AI-generated PRs. The question is whether you'll see them in time.
Start Listening — FreeAI gave your team superpowers.
Who's giving you yours?
Set up in 15 minutes. No credit card. No commitment. Just clarity about how your team is actually doing — behind the AI-generated output.
Built for engineering leaders navigating the AI era.