Turn messy code into a healthy, change‑ready codebase.

We diagnose debt, pair-refactor hot-spots, and leave patterns that stick

The Data Guy

Too many engineers spoil the broth. Code complexity hides like a landmine — invisible until it explodes.

Code Clinic: Diagnosis and long-term fix

< 01 >

Cleaner Code

Static‑analysis & hotspot scan. Complexity heat‑map & debt scorecard.

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    Debt index down, complexity trimmed

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    Fewer prod issues, easier onboarding

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Faster Change

Daily pair‑programming sessions. Refactor pull requests. Test‑coverage boost & branch policies.

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    Lead‑time shrinks, confidence grows

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    Higher test coverage, automated checks

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Stronger Team

Brown‑bag “clean‑code” workshop. Pattern codex pushed to wiki. Scorecard re‑run to show debt delta.

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    Engineers learn patterns by doing

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    Shared vocabulary for quality

Code Audit. Paired Refactors. Brownbag Workshops.

Code Audit. Paired Refactors. 
Brownbag Workshops.

Debt Scorecard

Grant repo access, get a scorecard and prioritised backlog. Heat‑map & debt scorecard (PDF).

Paired Refactors

Review pull requests (PR) side‑by‑side, see complexity drop and coverage rise. Merged PRs prove progress.

Clean-Code Workshop

Boosted test harness & CI checks. Recorded clean‑code workshop for future hires.

Data Guy

No One-time Fixes, Only Continuous Improvement

Hands‑on, not Hand‑off

We refactor with your devs, not around them.


Tool‑agnostic, principle‑first

SonarQube today, new scanners tomorrow; patterns stay.


Measured improvement

Before and after metrics that proves ROI.

Scale headcount without
sacrificing quality.