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Your Team Looks Busy.
Are They Shipping?

Most engineering leaders can't answer that question. Connect your repos. See exactly where you stand in 5 minutes.

See a Real Team's Metrics
Setup in 5 minutes
Your code stays in GitHub/Bitbucket
No credit card. No sales call.
Integrates with
GitHub
Bitbucket
Jira
Slack
Teams
Elliot Taylor, Founder of Coderbuds

A letter from the founder

How to Build High-Performing Engineering Teams

I've worked in large corporates where dashboards gave senior leadership a macro view, but individual teams? They were left guessing. Making decisions on gut feel, not data. Performance suffers. Ambiguity breeds anxiety, and anxious teams start gaming the system instead of improving it.

At smaller companies, I saw the opposite: complicated dashboards drowning teams in noise. Charts everywhere, but no clear answer to "What should we actually do to ship more and become a high-performing team?"

Both approaches create the same problem: people changing behavior to survive the metrics rather than use them to get better.

Here's what I learned building engineering teams: metrics should illuminate the system, not interrogate the people. You need DORA and SPACE metrics that show you whether your engineering environment is set up for success, that everyone can see. You need transparency so teams can self-correct before things snowball. And you need this without a 6-week implementation project or endless charts that look impressive but don't help.

So I built Coderbuds to do exactly that. Five minutes to connect. Integrates everywhere you are. AI tells you where your bottlenecks are and what to fix first. The same metrics high-performing teams use, but built for humans, not leaderboards.

If you want to lead with clarity instead of defend with excuses, this is for you.

Elliot Taylor's signature

Elliot Taylor

Founder, Coderbuds

~/coderbuds/onboarding
Initializing your team dashboard...
OAuth → Data sync → AI analysis → Ready
OAuth connected 15s

Click GitHub/Bitbucket → Authorize → Done

30 days imported 1m

127 PRs • 43 deployments • DORA + SPACE baselines ready

AI insights generated 3m

Performance graded • Bottlenecks identified • Recommendations ready

100%
Dashboard Ready
Total setup time: 4m 37s
Your team's performance metrics are live. Walk into your next meeting with data, not guesses.
See Your Metrics in 5 Minutes

Free trial • No credit card • Cancel anytime

Sound familiar?

The Meeting Where Everything Unravels

The board asks: "How productive is engineering?" You pull up Jira. Cycle time looks... fine? But you can't prove the team got faster after that reorg. You can't explain why that feature took 3 sprints. You sound defensive. Again.

The Standup Guessing Game
Decisions based on who talks loudest, not who ships cleanest. No way to know if "busy" means productive.
The Invisible Improvement
You hired 2 engineers. Velocity went up. Prove it. You invested in CI/CD. Deployments got faster. Show me.
Flying Blind on What Matters
Are we shipping fast? Is quality high? Is the team burning out? Missing Activity, Performance, Collaboration, and Satisfaction.
Get the numbers before your next board meeting. See your baseline now
Research-Backed Framework

The Answer Leaders Trust

Built on the SPACE Framework—developed by Microsoft Research, Google, and University of Victoria. Used by elite engineering teams to measure what actually matters.

Satisfaction

Developer happiness, burnout risk, team well-being

Performance

DORA metrics: deployment frequency, lead time, failure rate

Activity

What work is being done: PRs, deployments, velocity

Collaboration

Code review quality, cycle time, team dynamics

Efficiency

Flow state, focus time, minimal friction

Research by
Microsoft + Google + UVic
Published in
ACM Queue, 2021
Used by
Elite Engineering Teams

AI-Powered Insights

Stop Reviewing PRs Blind. See Patterns.

AI scores every pull request for quality, size, and risk. See patterns across your whole team — where you're excelling, where bottlenecks form, and where small changes make the biggest impact.

coderbuds

commented just now

Clean implementation with good accessibility practices and clear code organization.

🎯 Quality: 92% Elite · 📦 Size: Medium

📈 This month: Your 14th PR — above team average · Averaging Elite

See how your team is trending →
Auto-scored PRs Size analysis Quality feedback Jira epic linking No manual tagging

From Data to Action

Most Tools Stop at Dashboards. We Tell You What to Do.

Stop guessing which problems matter most. Get AI-powered recommendations across all SPACE dimensions that prioritize improvements by impact, show you exactly what to do, and track progress to completion.

insights

Recommendations

Actionable suggestions to improve team performance

Last updated: Just now

Picture this: 6 months from now

You walk into the board meeting with a single slide. DORA Elite status. Lead time down 75%. Deployments up 20x. Just data.

That's exactly what Patchstack did

From Guessing to Elite in 6 Months

Security Platform • 12 Engineers
GitHub & BitBucket

Lead Time

~4 days

Before

~1 day

75% faster

Deploys

Bi-weekly

Stressful

Daily

20x more

DORA

None

Guessing

Elite

Top tier

Dave Jong
"Now I walk into leadership meetings with data, not guesswork — and the team finally knows what 'good' looks like."

Dave Jong

CTO, Patchstack

No credit card • No sales call • Results in 5 minutes

Weekly Reports That Write Themselves

Stop Building Reports. Start Using Them.

DORA metrics, team highlights, and summaries of what shipped delivered to Slack and Teams. Link PRs to Jira epics for feature-level visibility. Never scramble for board meeting data again.

#
#engineering
Coderbuds APP 12:30 PM
📊 Team Performance Report – Turing Ltd
Last 7 Days
💡 Highlights
• Elite Performance - team operating at top tier
• Deployment frequency up 18% - best week yet
• Lead time reduced by 32% through process improvements
📊 Activity — What work is being done
Pull Requests
28 (+12)
Active Contributors
7/8 members
Top Contributor: Mike Johnson (12 PRs)
🚀 Performance — How well the system performs
Deployment Frequency
2.3/day (+18%)
Lead Time
4.2 hours (-32%)
Change Failure Rate
8% (-24%)
Recovery Time
1.8 hours (-45%)
🤝 Collaboration — How the team works together
Code Reviews
47 (+18)
Quality Score
92.4/100 (+5%)
Top Reviewer: Alex Rivera (24 reviews)
💛 Satisfaction — Team well-being
Overall Happiness
4.2/5 (High)
Focus Time
↑ 0.3 vs last period
Response Rate
87% (6 responses)
Burnout Risk
Low

What's it worth?

Visibility That Pays For Itself in Week One

See the math. Hours saved, velocity gained, and the ROI of finally knowing what's working.

  • Measure real team performance gains
  • Eliminate hours spent building reports
  • Catch stale PRs before they block releases
  • Prove velocity improvements with data
3 100+
$20 $200

Conservative estimate of velocity improvement.

Hours saved/mo

Across engineers

Annual Value

ROI

Calculation breakdown:

Direct Time Savings: h × $/hr × 12mo =
Productivity Boost (%):
Total Annual Value:
* Estimates based on industry averages.
/year in potential value
Two paths diverge

Is Coderbuds Right for You?

We're opinionated about engineering metrics. That's a feature, not a bug.

Perfect fit

Coderbuds is for you if...

  • You want research-backed frameworks

    SPACE & DORA from Microsoft/Google, not startup opinions

  • You need signals, not verdicts

    Data that starts conversations, not ends careers

  • Team well-being matters, not just velocity

    Track satisfaction & burnout alongside performance metrics

  • You're on GitHub or Bitbucket

    Connect in 5 minutes, see results immediately

Not the right tool

Coderbuds is NOT for you if...

  • You want stack rankings

    Leaderboards that pit engineers against each other

  • Metrics mean control

    Looking for surveillance, not clarity

  • You need "productivity scores"

    Numbers to justify decisions you've already made

  • Not on GitHub or Bitbucket

    We integrate deeply — GitLab coming soon

Our philosophy: Metrics should empower teams, not punish them.

Frequently asked questions

What is the SPACE Framework?
SPACE is a research framework developed by Microsoft Research, Google, and the University of Victoria that measures 5 dimensions of productivity: Satisfaction & Well-being, Performance (DORA metrics), Activity (work output), Communication & Collaboration, and Efficiency & Flow. It provides a holistic view beyond just code output.
What are DORA metrics and why do they matter?
DORA metrics are industry-standard measurements for software delivery: Deployment Frequency, Lead Time, Change Failure Rate, and Recovery Time. They help teams identify bottlenecks and prove improvements with data.
Are you just another DORA dashboard?
No. DORA is one dimension (Performance) of the SPACE Framework. We track all 5 dimensions including developer satisfaction, collaboration quality, and work-life balance—giving you the complete picture of team health and productivity, not just deployment metrics.
How do you measure developer satisfaction?
We use anonymous weekly pulse surveys (3 questions, ~1 minute) and monthly deep dive surveys (15 questions, ~5 minutes) to track happiness, focus time, collaboration quality, tools satisfaction, and growth opportunities. Team leads only see aggregated team-level scores to protect individual privacy and encourage honest feedback.
Why measure multiple dimensions instead of just velocity?
Single metrics can be gamed. If you only track PRs shipped, teams create tiny PRs. If you only track deployments, quality suffers. SPACE's 5 dimensions create a balanced scorecard—you can't optimize one without the others staying healthy. It's how elite teams maintain sustainable performance.
How quickly can I see results?
Within 5 minutes of connecting your repositories. Trial users get 30 days of historical data imported and analyzed. Subscribers get 6 months of history for deeper trend analysis.
Do you store our code?
Never. We only store metadata — timestamps, PR titles, and statistics. Your source code stays in GitHub or Bitbucket. No screen recording, no keystroke logging, no surveillance.
How does this avoid feeling like 'bossware'?
By focusing on the system, not interrogating people. We provide signals for better conversations, not verdicts for performance reviews. When engineers see the same data as leadership, transparency builds trust.
What makes Coderbuds different from LinearB or Swarmia?
AI-native analysis on every PR, built for 5–50 person teams, transparent per-developer pricing, and no enterprise implementation project. Setup in 5 minutes, not 5 weeks.
What's the difference between metrics for control vs. clarity?
Control-focused tools rank developers against each other. Clarity-focused tools illuminate the system so teams improve themselves. We built Coderbuds for clarity — measure the work, not the people.

One Plan. Everything Included.

Start free. Upgrade when you trust the numbers.

Lead with data, not guesswork

Prove your engineering investments are paying off. Walk into leadership meetings with clarity, not excuses.

What's included

  • GitHub, Bitbucket & Jira integration

  • AI-powered PR scoring on every review

  • DORA metrics and team dashboards

  • 6 months historical data included

  • Slack & Teams notifications

  • Your code is never stored

$12 USD

Per developer per month

2 months free when purchased annually
Coderbuds

Engineering visibility that protects your credibility. Know what's working before leadership asks.

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