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Case studies

Proof, not promises.

A few engagements, the problems behind them, and the numbers that moved. Names anonymized where clients asked.

Reliability Sprint

Series-C fintech

2 days → 15 min
deploy lead time

From two-day deploys to fifteen minutes at a 300-engineer fintech.

How a six-week engagement rebuilt a fear-driven release process into a boring, continuous pipeline for a 300-engineer org.

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Reliability Sprint

Series-D SaaS

27 → 6
pages per on-call week

Cutting on-call load without adding headcount.

Deleted alert noise, tied every page to an SLO, and gave senior engineers their nights back.

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Platform Audit

Scale-up marketplace

47 min → 9 min
CI pipeline time

A CI pipeline the team stopped fighting.

Quarantined flaky tests and parallelized the suite so green finally meant green.

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Fractional Platform Lead

Series-B fintech

−38%
cloud spend

Right-sizing cloud spend without a migration.

Six months of fractional leadership: usage-based autoscaling, committed-use plans, and cleanup.

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