Data Engineering Resources

Migration from Lovable Cloud to Supabase

This article provides a step-by-step guide to migrating your data and users from Lovable Cloud to Supabase, breaking the process down into seven clear steps.

April 8, 2026

by Alexander Komyagin

· 4,832 Views

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

A hands-on walkthrough on building an AI agent with real tools using AWS Bedrock AgentCore Runtime. FastMCP and the Strands agent.

April 8, 2026

by Jubin Abhishek Soni

CORE

· 3,630 Views

Enhancing Secure MCP Client–Server Communication With the Chain of Responsibility Pattern

A clean and common, yet decoupled, flexible, and open for extension solution when interacting with multiple API key-secured MCP servers.

April 8, 2026

by Horatiu Dan

CORE

· 3,619 Views · 5 Likes

Mastering Multi-Cloud Integration: SAFe 5.0, MuleSoft, and AWS - A Personal Journey

Using SAFe 5.0, MuleSoft and AWS can form modular, AI-enabled multi-cloud systems that reduce latency and align technology with business outcomes.

April 8, 2026

by Abhijit Roy

· 2,378 Views

Beyond Accuracy: Measuring Divergence Between Actual and Predicted Distributions in Machine Learning

ML evaluation goes beyond prediction error. Measuring distribution alignment with the right divergence metric improves reliability, robustness, and trust.

April 7, 2026

by Sayan Chatterjee

· 2,613 Views

AI-Based Multi-Cloud Cost and Resource Optimization

Multi-cloud costs rise due to poor visibility, idle resources, and reactive scaling. AI-driven FinOps automates optimization to cut waste and control spend.

April 7, 2026

by Venkatesan Thirumalai

· 3,779 Views

Build a Smart AI Financial Advisor Using Google ADK

Build an intelligent agent that analyzes U.S. tax scenarios (2025 IRS brackets), optimizes 401(k)/IRA contributions, and calculates mortgage acceleration strategies.

April 7, 2026

by Swati Tyagi

· 3,526 Views

Ensuring Data Consistency in Distributed Systems With the Transactional Outbox Pattern

Ensure data consistency during dual-writes by saving outgoing events to the database alongside primary data, then using a worker to relay them to a message broker.

April 7, 2026

by Henry Yu

· 3,397 Views · 2 Likes

Building a State-Driven Workflow Engine for AI Applications

This article presents a Shell and Node pattern that decouples state, nodes, and routing into composable units, instead of traditional if/else chains.

April 7, 2026

by horus he

· 3,733 Views · 2 Likes

Run AI Agents Safely With Docker Sandboxes: A Complete Walkthrough

A full walkthrough of how to set up Docker sandboxes on a local machine and how to run AI agents safely in YOLO mode without corrupting the host environment.

April 7, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 5,899 Views · 3 Likes

Beyond the LLM: Why Amazon Bedrock Agents Are the New EC2 for AI Orchestration

Amazon Bedrock Agents are the EC2 of the agentic era, providing scalable, managed infrastructure for complex AI reasoning workflows.

April 7, 2026

by Jubin Abhishek Soni

CORE

· 2,631 Views

Agentic Development: My Invisible Dev Team

Agentic development speeds up coding with AI tools like Cursor and Claude — but teams must rethink review and delivery processes to keep up.

April 7, 2026

by Vijay Munduru

· 2,598 Views

The ORM Is Over: AI-Written SQL Is the New Data Access Layer

ORMs add hidden complexity and unpredictable performance as apps grow. With AI, you can generate clear raw SQL fast and run it safely.

April 7, 2026

by Satyam Nikhra

· 5,040 Views · 1 Like

Precision, Recall, and Identity Error in Programmatic Advertising

Programmatic ads optimize for reach because recall is easy to measure. Match rates show how much of the audience is resolved, not how accurately it’s targeted.

April 7, 2026

by Sagar Ganapaneni

· 2,255 Views

Spark on AmpereOne® M Arm Processors Reference Architecture

Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.

April 6, 2026

by RamaKrishna Nishtala

· 3,228 Views · 2 Likes

Engineering for the Answer Engine: GEO for RAG-Friendly Web Apps (TalentHacked.com Case Study)

Make your app LLM-citable by increasing Information Gain and making content easy to retrieve: ship SSR, add llms.txt, and publish JSON-LD entity definitions.

April 6, 2026

by Chidozie Managwu

· 2,741 Views

The Embed Is the Product: Rethinking AI Distribution

APIs give access, and embeddable UI gives distribution. Ship embeddable UI components with escape hatches. Harder to build, but worth it.

April 6, 2026

by Ashish Shubham

· 2,909 Views

Engineering Agentic Workflows: Architecting Autonomous Multi-Agent Systems With MCP and LangGraph

As AI evolves from passive RAG pipelines to autonomous Agentic Workflows, developers must move beyond linear chains to cyclic, state-aware architectures.

April 6, 2026

by Vamshidhar Parupally

· 3,384 Views

Smart Controls for Infrastructure as Code with LLMs

By generating context-aware controls and performing sophisticated code reviews, LLMs significantly enhance our ability to build secure and efficient cloud infrastructure.

April 6, 2026

by Shiva kumar Pati

· 2,849 Views

The 2026 Guide to Ecommerce Security and Development

Ecommerce security is now a core business strategy. Companies must adopt security-by-design, zero trust, and AI-driven fraud detection to protect revenue and customers.

April 6, 2026

by Lucas Carlson

· 2,910 Views

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