Slashing Cloud Costs with Generative FinOps
Cloud bills are complex and opaque. See how LLMs can analyse billing data, identify wasted resources, and automatically suggest reserved instances to optimise your cloud spend.
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Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
- · FinOps
The Economics of Autonomy: Preventing Token Runaway in Agentic Loops
Autonomous agents can be expensive. We discuss the hidden costs of 'Compare and Fix' loops and how to implement circuit breakers to prevent bill shock.
Multi-Agent Patterns: Router vs. Swarm Architectures
Should your agents have a boss or work as a flat hierarchy? We compare the Router pattern against the Swarm approach for complex enterprise workflows.
Debugging AI Hallucinations: Why Agents Lie and How to Ground Them
Agents don't just 'make things up'. They suffer from retrieval failures and context noise. We analyse the anatomy of a hallucination and how to fix it with RAG and citations.
Designing Tools for Autonomous AI Agents: A Data Engineer's Guide
An AI Agent is only as smart as the tools it wields. Learn how to architect robust, error-handling toolsets that allow LLMs to interact reliably with your APIs and databases.
Securing the Gen AI Gateway: Guardrails for Enterprise Adoption
Shadow AI is a major risk. Learn how to architect a secure Gen AI Gateway that detects PII, blocks prompt injection, and ensures compliance without stifling innovation.
