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Case Study: How a Mid‑Size FinTech Turned AI Coding Agents into a 42% Development Speed Boost While Halving Bug Rates

Background - The FinTech’s Baseline and Business Imperatives When a regional FinTech’s development pipeline stalled, senior analyst John Carter’s data-driven playbook revealed how AI coding agents could rewrite the story. The firm, operating in the wealth-management niche, had grown to 120 engineers and 8 micro-services, yet struggled
admin 11 Apr 2026

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