Real-time engineering analytics across 4 integrated systems

Stop guessing.
Start seeing.

One screen for your code, issues, tickets, and team — no more tab-switching between Bitbucket, Linear, Zoho, and GreytHR. Engineers see the work they shipped. Leads see who needs help, fast.

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See what your team looks like in Devmetrics

Real-time views that replace 4 tabs and 30 minutes of manual correlation.

devmetrics.doubletick.io/dashboard
D

Daily View

QuickSell · 4 reposMar 28, 2026
RS

Rahul Sharma

3 commits2 PRs open
backend-api10:42

Fix payment gateway timeout handling

feature/payments-v2+142 -38
backend-api09:15

Add retry logic for failed API calls

feature/payments-v2+67 -12
backend-api08:30

Add rate limiting to public API

feature/webhooks+234 -89
PN

Priya Nair

Conflict
1 commits1 PRs open
auth-service11:20

Refactor user auth middleware

fix/auth-timeout+89 -156
AM

Arjun Mehta

2 commits1 PRs open
payment-service10:05

Update checkout flow validation

fix/checkout-validation+45 -8
payment-service09:40

Migrate to new billing endpoint

feature/billing-api+312 -67
SK

Sneha Kulkarni

On leave
0 commits1 PRs open
No activity
VP

Vikram Patel

4 commits2 PRs open
backend-api11:45

Fix race condition in order processing

feature/payments-v2+23 -5
backend-api10:30

Add webhook signature verification

feature/webhooks+178 -34
backend-api09:00

Optimize database query for reports

feature/billing-api+56 -120
web-app08:15

Update error boundary component

fix/checkout-validation+34 -11

Built at QuickSell · Engineering Operations

Connects with the tools your team already uses

B
Bitbucket
L
Linear
Z
Zoho Desk
G
GreytHR
F
Firebase
S
AWS S3

For engineers

Get credit for the work you actually did

Reviews, refactors, debugging, unblocking — the invisible work shows up here, alongside the lines of code.

"My week disappeared into invisible work."

You shipped a tricky migration, reviewed nine PRs, and unblocked a teammate. None of it shows up in the standup-readout the same way a 200-line feature would.

"I'm stuck and the standup is tomorrow."

Your branch has merge conflicts, your PR has been sitting for five days, and you don't want to broadcast it on Slack again. Nobody knows because nobody can see.

"My ticket says 'In Progress' but the code says 700 lines."

You're heads-down on a refactor that doesn't fit a ticket cleanly. To anyone glancing at Linear, it looks like nothing's happening. To anyone glancing at Bitbucket, it looks like a lot is.

"My 1:1 turned into me defending a vibe."

Your manager's read of your sprint is based on what they noticed, not what you did. You'd rather they see the actual work than have to relitigate it from memory.

Privacy by design

What we don't track

Devmetrics looks at the work that's already shared with the team — commits, PRs, tickets. Everything else stays yours.

Keystrokes

We never see what you type — only what you push.

Screen time

We don't measure hours at the keyboard or away from it.

Browsing activity

What sites you open, when you idle, none of it.

Login/logout times

We don't time you. PR cycle time isn't presence time.

IDE / editor usage

Whether you use Vim, Cursor, or paper — that's yours.

Private channels

Slack DMs, personal repos, side projects: out of scope.

For engineering leads

Sound familiar?

"What did everyone work on yesterday?"

You open Bitbucket, Linear, Zoho, and GreytHR in four tabs. Cross-reference commits with tickets. Check who was on leave. Thirty minutes gone before standup even starts.

"Who's blocked and not saying it?"

A developer hasn't pushed code in 3 days. Are they stuck? Deep in a refactor? On leave? You won't know until your 1:1 — by then it's too late.

"How much code went into that ticket?"

The Linear ticket says "In Progress" but you can't see if the branch has 5 lines or 500. There's no link between the issue and the actual code being written.

"Where's the data for our retro?"

Sprint ended. Now you need commit counts, PR cycle times, who reviewed what, ticket throughput. It takes half a day to pull it together from four systems.

Devmetrics solves all of this. Automatically.

Real scenarios

See it in action

Four moments — for both sides of the standup table.

Monday standup in 5 minutes

It's 9:30 AM. You open the Daily view, yesterday's date is already selected.

  • Each developer's column shows their commits grouped by branch
  • Open PRs with conflict badges are right there — no Bitbucket tab needed
  • Linear issues show which tickets have code activity and which don't
  • Leave badges tell you who's out — no checking GreytHR separately
  • One click toggles standup attendance for the record

Spotting a blocked developer

You open Team Pulse and see a red status on Rahul's card.

  • His PR has been open for 4 days with merge conflicts — no reviewers assigned
  • The 12-week commit chart shows a sudden drop this week
  • His Linear ticket is still "In Progress" but zero lines pushed today
  • You click into his detail panel and see exactly what needs unblocking
  • You catch it Monday, not Friday

Sprint retro with real data

Cycle ended. You pull up the analytics for the last 2 weeks.

  • Commit heatmap shows who shipped code every day vs. burst patterns
  • LOC analytics reveal the actual volume behind each ticket
  • PR cycle time tells you reviews are averaging 2.3 days — too slow
  • Ticket dashboard shows 4 engineering-owned tickets still open
  • You walk into the retro with facts, not feelings

Closing a security questionnaire in 20 minutes

A prospect sends a 120-row security questionnaire. Used to take half a day.

  • Drop the .xlsx into the Infosec Officer panel
  • Claude reads your stored policies, SOC 2 cert, HLDD, and approved Q&A
  • Returns the workbook with the answer column filled in, citing source docs
  • For "show encryption at rest on the database" — attach the AWS console screenshot from the Evidence library
  • You review and ship the same day, not the next week

Recently shipped

Built this quarter

A snapshot of what landed in the last few weeks. The product moves fast — what you see today is more than what you saw last week.

  • Feature Pickup queue with bidirectional Linear sync

    Pickup · Apr 2026

  • Asana-style assignee picker + kebab actions

    Pickup · Apr 2026

  • Markdown paste + code syntax highlighting

    Learning · Apr 2026

  • Evidence library for client questionnaires

    Infosec · Apr 2026

  • Code Hotspots view (churn × bug correlation)

    Insights · Apr 2026

  • Sprint Commitments with auto-progress

    Commitments · Mar 2026

Features

Everything your team needs. Nothing it doesn't.

Daily Standup Board

Your entire team's day, one screen

Kanban columns per developer with commits grouped by branch, open PRs with conflict detection, Linear issues with branch links and per-repo LOC, Zoho tickets, leave status, birthday badges, and standup attendance tracking.

Commits by branchPR conflictsLinear issues + LOCLeave & standup

Team Pulse

Who's shipping, who needs help

Real-time developer health dashboard. Every team member gets a status: Active, Deep Work, Blocked, Stalled, or Quiet. 12-week commit sparklines, weekly velocity trends, and deep-dive panels with PRs, commits, tickets, and Linear issues.

Auto status detection12-week trendsDeep-dive panelsConversation prompts

Commit & LOC Heatmaps

See patterns humans miss

Color-coded heatmaps showing commit frequency and lines of code per developer per day. Toggle between heatmap and line chart. Spot feast-or-famine patterns, weekend work, and velocity trends across the entire team.

7-level intensityHeatmap + line chartPer-author filteringCSV export

PR Analytics

Every pull request, every bottleneck

Track cycle time from open to merge, detect merge conflicts before they become emergencies, see reviewer assignment gaps, and identify PRs that have been open too long. Filter by state, search by title, and group by repo.

Cycle time trackingConflict detectionReviewer gapsStale PR alerts

Code Hotspots

Find the files everyone fights

Surfaces the files most often touched, the ones with the most authors, and the ones changed alongside bugfix commits. Spot brittle modules, knowledge silos, and refactor candidates from the last 30 / 90 / 180 days of history.

Churn rankingAuthor co-touchBugfix correlationRepo + path filters

Reports

Sprint and quarter reviews on tap

Pre-built engineering reports for any date range — commits, PRs merged, cycle time, ticket throughput, top contributors. Export to PDF or share a snapshot link with stakeholders.

PDF exportDate range presetsPer-team viewsShareable links

Linear Integration

Issues meet code, automatically

Linear issues appear in each developer's daily column with their current cycle status. Branch names are matched to tickets by identifier — click any repo badge to open the branch in Bitbucket. Per-repo LOC stats show how much code went into each ticket today.

Identifier-based linkingPer-repo LOCCycle filteringBitbucket deep links

Ticket Tracking

Support tickets inside the engineering view

Zoho Desk tickets mapped to engineers via custom field matching. See priority breakdown, days open, and department — directly inside the developer's daily column. Know which engineers are carrying support load alongside feature work.

Priority badgesEngineer mappingDays openDepartment links

Infosec Officer

Answer security questionnaires in minutes

Drop a client's security questionnaire .xlsx; Claude reads your stored policies, certificates, design docs, evidences, and approved Q&A — and fills the answer column. Reference Q&A library + proof artifacts (AWS screenshots, attestations) keep the answers consistent.

AI auto-fillReference Q&AEvidence libraryAudit trail

Learning Resources

Internal write-ups, recordings, articles

Engineers publish post-mortems, deep-dives, and onboarding guides as rich write-ups with markdown paste, code syntax highlighting, drafts, and a full-page reading view. Recordings and external articles live alongside.

Markdown + code highlightDrafts + publishCategoriesVideo uploads

Commitments

Sprint goals tracked against real commits

Engineers commit to a sprint goal at the start; the system tracks PR/commit activity against it. End-of-cycle review surfaces what was promised vs. what shipped, with no manual status updates.

Per-cycle goalsAuto progressCycle reviewBanner reminders

Career Ladder

Levels, expectations, growth

Per-role expectations and rubrics inside the same tool engineers already use. Managers run 1:1 reviews against the ladder, and engineers see exactly what the next level requires.

Role rubricsSelf-review promptsManager viewGrowth roadmap

Feature Pickup

Engineers self-serve from a ranked queue

Curated Linear tickets surface in a ranked queue. Drag-to-reorder by leads (top-of-queue is highest priority), one-click pick by engineers. Self-release, admin reassign, race-safe — and writes back to Linear's assignee in real time.

Drag-to-reorder rankOne-click pickBidirectional Linear syncStale top-rank alerts

Tools

Internal tools catalog

A central place to surface the small internal scripts, dashboards, and dev tools the team has built. No more hunting through Slack DMs to find the link. Search, filter, and audit who's using what.

Searchable catalogUsage auditOwner attributionQuick links

Integrations

Four systems. One view.

Real-time sync via webhooks. Historical backfill on connect. Zero manual data entry.

B

Bitbucket

Commits, PRs, branches, webhooks

L

Linear

Issues, cycles, sprints, branch names

Z

Zoho Desk

Tickets, priorities, assignments

G

GreytHR

Leave records, birthdays, attendance

Connected via OAuth & webhooks for real-time updates

How it works

Up and running in 5 minutes

01

Connect

One OAuth click for Bitbucket. Add Linear, Zoho Desk, and GreytHR from Settings. Webhooks register automatically.

02

Sync

Historical data backfills immediately. Commits, PRs, tickets, and issues stream in live via webhooks. Background queues handle the heavy lifting.

03

See

Daily view for standups. Team Pulse for health checks. Heatmaps for patterns. Pickup queue for ranked work. All real-time.

The shift

Same job. Less friction.

The five moments where Devmetrics changes how the day goes.

Moment

Monday standup

Before

Open four tabs. Cross-reference commits with tickets. Check who's on leave. 30 minutes before the meeting starts.

After

Open the Daily view. Yesterday selected by default. Standup in 5 minutes.

Spotting a blocked dev

Before

Discover it at the Thursday 1:1. By then they've been stuck for three days.

After

Team Pulse flags conflicts, stalls, and quiet weeks on Monday morning.

Sprint retro

Before

Half a day pulling commit counts, PR cycle times, ticket throughput from four systems.

After

Open Reports, pick the date range, export PDF. Walk in with facts.

Security questionnaire

Before

Four hours filling rows. Hunt through Drive for SOC 2, HLDD, AWS console screenshots.

After

Drop the .xlsx. Claude auto-fills using your stored docs + evidence library. Twenty minutes.

Engineer without a task

Before

DM the lead. Wait. Lead pings PMs. Two hours of slack.

After

Open Feature Pickup. See the ranked queue. One click to pick.

1M+

Commits tracked

250K+

Pull requests analyzed

100K+

Support tickets linked

5K+

Engineers mapped

4

Systems unified

99.9%

Uptime

What teams say

Useful on both sides of the standup

Finally, my refactor work shows up. I spent two weeks on a migration with almost no ticket activity — the actual commits and the cycle-time impact were right there for my 1:1.

Senior backend engineer

5+ years experience · Payments team

Standups went from 30 minutes of screen-sharing to 5 minutes of real conversation. Engineers see yesterday's state before the meeting starts.

Engineering lead

12 reports · Platform team

I like that nobody's tracking my hours. The dashboard shows what I shipped, not when I logged in. That's the right line.

Frontend engineer

3 years experience · Web team

FAQ

Common questions

If your question isn't here, ping #devmetrics on Slack.

What does Devmetrics actually track?

Code that gets pushed to Bitbucket, PRs that get opened, Linear issues, Zoho Desk tickets, and leave records from GreytHR. Everything you can already see in those tools — just unified, ranked, and cross-linked in one place.

What does it explicitly NOT track?

Keystrokes, screen time, browsing activity, login/logout times, IDE usage, and anything in private channels or DMs. We don't measure presence, time-at-keyboard, or anything that feels like surveillance.

Who can see my data?

Engineers see their own work. Managers see their direct reports. Admins see the workspace. Roles are explicit and configured in Settings → Team — no hidden visibility.

How fresh is the data?

Real-time via webhooks. Bitbucket pushes fire instantly. Linear and Zoho update on event. GreytHR polls every four hours. The dashboard auto-refreshes via SSE — no manual reloads.

What if Linear or Bitbucket goes down?

Already-synced data stays visible. New events queue and replay when the upstream returns. Pickup queue keeps working — Linear writes are best-effort with automatic retry.

Can I export my data?

PR analytics, LOC, and commits export to CSV. Engineering reports export to PDF. We don't sell or share data — there's no third party in the loop.

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