Data Engineering Resources

Software Engineering Trade-Offs: Why We Cannot Build the Perfect

Our job is to focus on min-maxing software engineering trade-offs to achieve the best result. I am sharing thoughts and practices on how to do it.

July 23, 2025

by Bartłomiej Żyliński

CORE

· 1,692 Views · 7 Likes

Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation

Applying least privilege in AWS IAM helps reduce risk, improve compliance, and secure environments by granting only necessary permissions to users and services.

July 22, 2025

by Ishwar Bansal

· 4,152 Views · 2 Likes

Building a Multi Tenancy Platform Using Camunda

This guide shows how to build a multi-tenant platform using Camunda BPM, covering AWS deployment, tenant isolation, upgrades, observability, and scaling best practices.

July 22, 2025

by Lakshmi Narayana Rasalay

· 1,858 Views · 1 Like

Agile-Based Fine-Tuning of AI Agents for Domain-Specific User Feedback Loops

Think of agile fine-tuning as giving your AI a feedback loop and a sprint plan. It helps models stay accurate, adapt to real-world shifts, and serve users better, faster.

July 22, 2025

by Raja Manambedu Vijayakumar

· 2,610 Views · 1 Like

Debugging Distributed Flight Search: What Logs Alone Won’t Tell You

Logs aren’t enough. Learn how tracing, metrics, and correlation IDs help debug fare mismatches in distributed flight search systems.

July 22, 2025

by Ravi Teja Thutari

CORE

· 2,200 Views · 3 Likes

6 Ways AI-Enhanced Phishing Can Hijack Developer Workflows (and What to Do About It)

Phishing has evolved into a major supply chain security threat, targeting software developers with attacks on development tools and workflows.

July 21, 2025

by Philip Piletic

CORE

· 3,170 Views · 3 Likes

Reasoning Models Explained: What They Are, How They Work, and When to Use Them Over Traditional LLMs

Knowing when to choose a reasoning model over a more traditional LLM is essential for maximizing cost and efficiency, and delivering the required level of accuracy.

July 21, 2025

by Adam Lieberman

· 3,408 Views

Implementing Data Analytics in Healthcare: A Hands-On Approach

Success in healthcare data analytics requires cleaning and integrating data, ensuring privacy, and starting small before scaling up.

July 21, 2025

by Mykhailo Kopyl

· 1,612 Views · 2 Likes

Today’s Platform Engineer Needs to Build AI-Ready Infrastructure

Platform engineers must go beyond DevOps to build unified, AI-ready infrastructure with seamless data access, strong governance, and cost efficiency.

July 21, 2025

by Sijie Guo

· 2,994 Views · 2 Likes

Automation of IT Incident Reports Using Observability API and GenAI

A summary of the integration of observability API and GenAI to automate preliminary incident reporting with a sample incident report from on-prem and cloud models.

July 18, 2025

by Pandian Ramaiah

· 3,739 Views

AI-Driven Threat Hunting: Catching Zero Day Exploits Before They Strike

Zero-day exploits hide in plain sight. Learn how AI detects them, see real-world use cases, and build your own Python threat hunter to catch anomalies fast.

July 18, 2025

by Dinesh B

· 3,559 Views · 1 Like

Burn that List: Smarter Use of Allowlists and Denylists in Multi-Tenant Systems

Without a burndown plan, access lists become rigid, outdated, and risky. Prefer dynamic, policy-based controls that adapt over time.

July 18, 2025

by Ramchandran Maharajapuram Easwarasharma

· 4,071 Views · 1 Like

Building AI Agents Capable of Exploring Contextual Data for Taking Action

AI agents are evolving fast, blending reasoning, context, and web skills to automate complex tasks and redefine the future of intelligent automation.

July 18, 2025

by Yash Mehta

· 4,624 Views · 2 Likes

How We Built a Smarter University Chatbot Using LLaMA2, AWS SageMaker, and RAG

We built a multilingual university chatbot using LLaMA2, SageMaker, LangChain, and Milvus with RAG for real-time answers scalable to domains like healthcare and HR.

July 18, 2025

by Kishore Thota

· 4,337 Views · 1 Like

Developing Secure REST API Using Spring Boot SSL Bundle Feature

Learn how to secure REST APIs in Spring Boot using SSL and self-signed certificates. Set up HTTPS on the server and configure a client to consume secure endpoints.

July 18, 2025

by Jiwan Gupta

· 7,637 Views · 6 Likes

Build AI Agents With MCP Server in C# and Run in VS Code

Learn to build a custom MCP Server with tools, connect it via an MCP Client in VS Code, and enable real-time communication with AI agents using MCP.

July 18, 2025

by Anup Rao

· 5,231 Views · 1 Like

Practical Steps to Secure the Software Supply Chain End to End

Learn practical steps to secure your software supply chain, including governance, development, deployment, identity management, and incident response.

July 18, 2025

by Karteek Kotamsetty

· 4,682 Views · 1 Like

From Drift to Discipline: Operating Model for Regaining Enterprise Cloud Control

Enterprises chasing AI and scale won’t win with more tools—they’ll win by turning infrastructure into standardized infrastructure-as-code.

July 18, 2025

by Aharon Twizer

· 3,508 Views

Implementing Event-Driven Systems With AWS Lambda and DynamoDB Streams

Learn how to build a real-time, event-driven system using AWS Lambda and DynamoDB Streams to process data changes automatically without polling or extra infra.

July 18, 2025

by Akash Verma

· 3,637 Views · 2 Likes

The Twelve-Factor Agents: Building Production-Ready LLM Applications

This article delves into the concept of the Twelve-Factor Agent, an architectural pattern designed to create robust, scalable, and maintainable applications.

July 17, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 6,148 Views · 4 Likes

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