AI Agents for Elite Engineering Teams

Engineering Intelligence.
On Autopilot.

Full observability, seamless integrations, and autonomous agents that make high performance the default for your team. Every action tracked. Every result proven. Live in 5 minutes.

Try the Live Demo
Live in 5 minutes
Code stays in your repo
No credit card required
8 agents active
Live
actions / week
outcomes improved
avg improvement
Integrates with
GitHub
Bitbucket
Jira
Linear
Slack
Teams

Metrics first. Then agents act.

DORA, SPACE, and 30+ engineering metrics — captured automatically from your existing tools. When something needs attention, agents handle it. Outcome tracking proves it worked.

Measure

DORA, SPACE & 30+ metrics captured from day one

Detect

AI spots patterns, bottlenecks, and risks automatically

Act

12 specialized agents fix what they find — autonomously

Prove

Before/after outcome tracking on every intervention

DORA Metrics SPACE Framework PR Analytics Cycle Time Deploy Health Code Review Quality

A letter from the founder

Dashboards either give you too much or too little. Either way, teams end up guessing.

At large corporates, I saw dashboards that gave leadership a macro view, but individual teams were making decisions on gut feel, not data. At smaller companies, the opposite: charts everywhere, but no clear answer to "What should we actually do to ship more?"

Both create the same problem: ambiguity breeds anxiety, and anxious teams game metrics instead of improving.

Here's what I learned building engineering teams: knowing the problem isn't enough — you need something that acts on it. Dashboards show you the bottleneck. AI agents fix it. And outcome tracking proves it worked.

So I built Coderbuds. Five minutes to connect. AI agents that fix slow reviews, oversized PRs, deploy failures, and more — then measure whether things actually improved. The same SPACE framework elite teams use, but with agents that do the work.

If you want to improve your engineering team without being everywhere at once, this is for you.

Elliot Taylor's signature
Elliot Taylor, Founder of Coderbuds

Elliot Taylor

Founder, Coderbuds

Connect on LinkedIn

Authorize your repos → we sync 30 days of history → enable your first agent

Enable Your First Agent in 5 Minutes

Free trial · No credit card · Cancel anytime

Sound familiar?

You See the Problems. You Can't Fix Them All.

You know reviews are slow. You know PRs are too big. You know someone is carrying too much load. But you can't personally chase every reviewer, fix every process, and track every outcome. Improvement doesn't scale through human effort alone.

The Bottleneck You Can See But Can't Reach
Reviews stuck for 48 hours. A developer quietly overloaded. You know what's wrong — you just can't nudge everyone yourself.
The Improvement That Doesn't Stick
You told the team to keep PRs small. It worked for a week. Without persistent enforcement, good habits fade and old patterns return.
The Proof You Can't Generate
Did that process change actually help? You made the fix — now prove it worked. Without before-and-after measurement, every improvement is a guess.

Let AI agents handle the fixes. You focus on leading.

Research-Backed Framework

The Framework Behind Every Agent

Every agent maps to the SPACE Framework—developed by Microsoft Research, Google, and University of Victoria. Each dimension is covered by specialized agents that act, measure, and prove improvement.

Satisfaction

Workload Balancer and Recognition agents protect wellbeing

Performance

Deploy Health agent tracks DORA and responds to failures

Activity

Stale PR Wrangler and WIP Limiter keep work flowing

Collaboration

Knowledge Silo Breaker and Review Quality Coach improve teamwork

Efficiency

Review Chaser and Cycle Time Optimizer reduce friction

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

See It In Action

Every Insight Becomes an Action

PRs are scored automatically. When patterns emerge — slow reviews, rising failure rates, workload imbalance — you choose: enable an agent, handle it yourself, or dismiss. Every response is tracked.

Every PR, Scored Automatically

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

See how your team is trending →

Your Engineering Intelligence

Performance

DORA benchmarks

− Elite
Lead Time
21h 30%
Deploy Freq
4.3/day 10%
Failure Rate
7.1% 56%
MTTR
0.6h 53%
Cycle Time Optimizer Agent Deploy Health Agent

Rebalance code review workload

Workload Balance 0.62 → 0.55 -12%

AI accelerating delivery velocity

Lead Time 2.2d → 1.8d -15%

Cycle time increased 25% over last 2 weeks

Lead Time 2.6d → measuring…
Enable, handle, or dismiss Before/after outcome tracking Burnout detection Automatic PR scoring Every response tracked

Free trial — insights from day one, no configuration needed

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. AI agents did the work — you have the proof.

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

Get the Same Results Read How They Did It

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

Zero Effort. Every Week.

Agents Work While You Sleep

Agents chase reviewers, flag oversized PRs, and post failure analysis automatically. Weekly reports land in Slack before your morning coffee — and you can ask questions any time.

Weekly Digest
Every Monday, 9am
# engineering
Coderbuds APP

📊 Weekly Performance Report — Turing Ltd

💡 Highlights
▸ Deploy frequency up 18% — best sprint yet
▸ Lead time dropped 32% through smaller PRs
🚀 DORA Snapshot
Deploy Freq: Elite Lead Time: Elite Failure Rate: High Recovery: Medium
🩷 Wellbeing
✓ No burnout flags. Team health score: 82/100
+ Activity, Collaboration, Efficiency

Full SPACE framework breakdown delivered automatically. DORA metrics, team highlights, collaboration stats, and wellbeing signals — all in one message.

Ask Anything
On-demand via Slack
# engineering
MO
Melissa Ora 10:32 AM

@Coderbuds how is the current sprint going?

Coderbuds APP 10:32 AM

📋 Sprint 14 — Day 7 of 10

📊 Progress
▸ 14 of 19 PRs merged (74% complete)
▸ Lead time averaging 18h — on track for Elite
⚠️ Watch
▸ 3 PRs stale for 4+ days — Stale PR Wrangler notified authors
▸ Review load uneven — @chen has 2x avg this week

Ask about sprint progress, team health, DORA metrics, or any agent's activity. Get answers with real data — not guesses — directly in Slack.

Slack & Microsoft Teams
Custom schedule per channel
Jira & Linear optional — works without them
Engineering Intelligence

From the Blog

Actionable insights on DORA metrics, code review, and engineering team performance.

Engineering

From Code Reviews to AI Agents: We Didn't Plan This. Nobody Did.

We started as a peer code review tool. Now we ship autonomous AI agents that run engineering teams. Here's the messy, honest story of how the job of building software changed underneath us — and what it tells you about what's coming next.

Coderbuds Team
View all posts

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.
Are you just another DORA dashboard?
No. Dashboards show problems — agents fix them. Coderbuds tracks all 5 SPACE dimensions (Satisfaction, Performance, Activity, Collaboration, Efficiency) and pairs each with AI agents that take action. Review Chaser improves turnaround. PR Size Coach reduces PR bloat. Outcome tracking proves what worked.
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.
What makes Coderbuds different from LinearB or Swarmia?
AI agents that don't just show you metrics — they act on them. Review Chaser nudges slow reviewers, PR Size Coach suggests splits, Deploy Health responds to failures. Every agent tracks outcomes so you can prove what worked. Built for 5–50 person teams with transparent pricing and no implementation project.
How does Coderbuds help engineering leaders?
AI agents handle improvement at scale — chasing slow reviewers, flagging oversized PRs, and responding to deployment failures. You enable an agent, it takes action, and outcome tracking proves whether things improved. Leaders get measurable results without micromanaging.
More questions? See all FAQs

One Plan. Everything Included.

Start free. Upgrade when you trust the agents.

AI agents that improve your team

Enable agents that fix bottlenecks and prove what worked. Walk into leadership meetings with measurable improvements.

What's included

  • AI agents: Review Chaser, PR Size Coach & more

  • Outcome tracking with before/after proof

  • DORA metrics and SPACE framework dashboards

  • GitHub, Bitbucket, Jira & Linear integration

  • Slack reports, alerts & agent notifications

  • Your code is never stored

$12 USD

Per developer per month

2 months free when purchased annually

Compare to LinearB, DX, Swarmia & Haystack