Autonomous Coding Agents in Production: How Stripe Integrated LLMs into CI/CD via Blueprint Orchestration

29.03.202620.03.2026 by ThecoreGrid

Stripe has advanced LLM agents to the point of generating production-ready pull requests without human involvement in the code. The key question is how to maintain reliability as autonomy increases. The problem manifests at the intersection of scale and responsibility. The system generates code changes that serve payment infrastructure with high demands for correctness and … Read more

Inference for Large Models in a Serverless Environment: How Workers AI Balances Cost, Latency, and GPU Load

29.03.202620.03.2026 by ThecoreGrid

Cloud-native infrastructure, distributed computing, and container

Agent-based systems are not limited by prompts, but rather by the economics and infrastructure of inference. Cloudflare is attempting to bridge this gap by integrating large open-source models directly into its edge platform.

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