From the firm's own write-upReceipt no. 1098
What sucked
Managing infrastructure as code is complex and error-prone, steep learning curves, inconsistent standards, and frequent configuration mistakes.
Errors in IaC scripts can cause costly downtime, security vulnerabilities, and operational disruption, directly hitting business continuity and productivity.
What they built
An AI coding agent grounded in the client's own cloud deployment standards that autonomously reviews infrastructure-as-code, flags and fixes misconfigurations, and improves via a self-learning memory loop.
What changed
30% more productive
Developer productivity rose ~30% with quicker project turnaround.
Fewer misconfigurations
Agent autonomously catches and corrects IaC errors before they ship.
Self-improving
A memory loop lets the agent learn from past mistakes and improve over time.
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