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.
Knowledge Hub
Industry insights, technical deep dives, and expert perspectives on Data, Cloud, and AI.
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.
Event-Driven Data Ingestion: Architecting S3 to Snowflake with Snowpipe
Stop scheduling batch jobs. Learn how to build a real-time, event-driven ingestion layer using AWS S3, SQS, and Snowflake Snowpipe.
Orchestrating Complex Logic with dbt and Snowflake Tasks
dbt is king for T-SQL transformations. But what happens when you need loops, complex dependency management, or non-SQL logic? We explore the hybrid approach.
Gen AI for Marketing: Building a Personalisation Engine on Google Cloud
Move beyond generic campaigns. Learn how to combine BigQuery, Dataflow, and Gemini to generate truly personalised marketing content for every customer.
