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Why Agents Stall in Production: When Real-Time Retrieval Meets Reality
AI agents often work perfectly in demos but fail in production due to retrieval challenges and infrastructure bottlenecks. Buildin...
Why Modern Data Platforms Prefer ELT Over ETL
ELT is a widely used concept in the data engineering world and stands for - Extract, Load, and Transform. Traditional data warehou...
Kafka Has Become the Postgres of Streaming — And That Changes Everything
Kafka has crossed the commodity threshold — reliable, ubiquitous, and no longer a strategic differentiator. Like Postgres before i...
The n8n + PostgreSQL Integration Nobody Talks About
N8n-to-Postgres workflows can lead to problems in production. Most people use 'INSERT' when they should be using 'ON CONFLICT' The...
From SQL Analytics to Predictive Decision Systems: Operationalizing ML Models in...
SQL analytics shows what happened, but modern businesses need to act on what will happen next. The real challenge isn’t building M...
Mortgage Brokers Are Sending Personal Data to Facebook
The Markup tested more than 700 websites that offer loans for people looking to purchase or refinance a home. The Markup found tha...
I Automated My Own Reporting Job (And It Made Me More Valuable)
Manual reporting wastes time and creates errors. By standardising metrics, automating pipelines, and building self-serve dashboard...
ODS Layer Design Principles for Modern Data Warehouses
Focus on ingestion, partitioning, idempotency, and traceability—avoid business logic creep. Build stable foundations first.
The Analogy Between Programming and the Architecture of the Universe
The Universe, perhaps, is not just "similar" to a computer. It fundamentally utilizes the same engineering principle on which the...
Startup Cerebral Agrees to Pay $7 Million Fine and More Under Order by the FTC
Cerebral, a startup best known for dispensing counseling services and prescriptions for conditions like anxiety and depression, ha...
Search and Extract: Why This AI Pattern Matters, Tutorial, and Example
Learn why search-and-extract matters for AI enrichment and research. Step-by-step tutorial using SERP API, Web Unlocker, and Bro...
How to Scrape Any Website Using Bright Data MCP Server and AI Agents
Built a real-time sneaker scraper using Bright Data’s MCP Server, LangChain, Claude, and FastAPI. This tool bypasses scraping bloc...
