Data Engineering Resources

Orchestrating the Agentic Explosion: A Unified Governance Framework for the AI-First Enterprise

Enterprise AI is the operating model; success needs disciplined execution, business KPIs, and the OLEA governance framework.

March 18, 2026

by Sony Manay

· 3,360 Views · 1 Like

Beyond the Black Box: Implementing “Human-in-the-Loop” (HITL) Agentic Workflows for Regulated Industries

Stop "Black Box" AI risk. Master the Commit Boundary pattern to secure autonomous agents. Build "Audit-Ready" AI with typed schemas and risk-scoring.

March 18, 2026

by Rahul Kumar Thatikonda

· 3,755 Views · 3 Likes

The Invisible Bleed: A Field Guide to Cloud Costs That Hide in Plain Sight

Healthy cloud systems can still hemorrhage money. This article outlines FinOps strategies, from tagging and anomaly detection to CI/CD cost guardrails.

March 18, 2026

by David Iyanu Jonathan

· 2,957 Views

Building Framework-Agnostic AI Swarms: Compare LangGraph, Strands, and OpenAI Swarm

Build a 3-agent research analysis swarm where you can swap models, tweak prompts, and compare orchestrator performance without duplicating configuration.

March 17, 2026

by Scarlett Attensil

· 4,283 Views · 1 Like

How Deterministic Rules Engines Improve Compliance and Auditability

Make your rules engine deterministic, store structured decision traces, and use change data capture (CDC) to monitor discrepancies before they become a production issue.

March 17, 2026

by Ridhima Mahajan

· 3,496 Views

Beyond Chatbots: Supercharging Feather Wand With Claude Code Integration

When I first introduced Feather Wand, the goal was simple: to make performance testing more accessible and efficient by leveraging the power of AI.

March 17, 2026

by NaveenKumar Namachivayam

CORE

· 3,057 Views · 1 Like

Memory Is a Distributed Systems Problem: Designing Conversational AI That Stays Coherent at Scale

Conversational AI memory fails at scale because it’s state, not a model feature. Treat it as a governed, layered, distributed infrastructure, not prompts.

March 17, 2026

by Praveen Asthagiri

· 2,980 Views

Observability in AI Pipelines: Why “The System Is Up” Means Nothing

AI systems can be fully “up” yet behave unpredictably, expensively, or incorrectly. Observability must track job state, retries, token usage, and cost.

March 17, 2026

by Aditya Gupta

· 3,448 Views · 1 Like

When Similarity Isn’t Accuracy in GenAI: Vector RAG vs GraphRAG

Vector RAG is good for semantically similar retrieval, but GraphRAG adds missing entity relationships and reasoning required for deterministic entity grounding.

March 17, 2026

by Birendra Kumar

· 3,789 Views · 1 Like

Production LLM Data Extraction Pipeline With LaunchDarkly and Vercel AI Gateway

Build a pipeline that extracts structured fields from raw transcripts (sentiment scores, urgency signals, buying intent) and feeds them straight into your ML models.

March 16, 2026

by Scarlett Attensil

· 3,422 Views · 2 Likes

Zero Trust, Build High Scale TLS Termination Layer

Automated TLS termination for thousands of custom domains on HAProxy. DigiCert HTTP DCV, internal KMS, sync agents, HAProxy runtime API for zero-downtime cert updates.

March 16, 2026

by Ramesh Sinha

· 6,324 Views

Online Feature Store for AI and Machine Learning with Apache Kafka and Flink

Real-time feature store powered by Apache Kafka and Flink enable fast, scalable AI personalization with fresh data and low-latency processing.

March 16, 2026

by Kai Wähner

CORE

· 2,903 Views · 1 Like

Making STM32 Ethernet Work With Cache Enabled

This article explains how turning on CPU cache on modern STM32 chips can silently break Ethernet DMA and cause weird, hard-to-debug network issues.

March 16, 2026

by Sergey Lyubka

· 2,778 Views

Agentic AI: Autonomous AI Agent With PostgreSQL

Agentic AI builds goal-driven systems with planning, tools, memory, and state. This guide shows how to build one with PostgreSQL.

March 16, 2026

by Damil Shahzad

· 3,904 Views · 3 Likes

How Multimodal AI Is Reshaping Kubernetes Workflows: Future-Proofing Your Platform

Kubernetes is becoming the backbone of multimodal AI — combining GPUs, smart schedulers, and model-serving tools to run text, image, etc., cost-effectively.

March 16, 2026

by Vamshidhar Parupally

· 3,743 Views

8 Core LLM Development Skills Every Enterprise AI Team Must Master

Learn all about the eight essential LLM development skills every enterprise AI team must master for production-ready, scalable, and auditable AI systems.

March 16, 2026

by Ram Ghadiyaram

CORE

· 4,555 Views · 1 Like

Architecting Scalable JSON Pipelines: The Power of a Single PySpark Schema

Build resilient, scalable data pipelines by flattening nested JSON with PySpark, schema-driven parsing, and Delta Lake for analytics-ready datasets.

March 16, 2026

by Seshendranath Balla Venkata

· 2,808 Views · 1 Like

Serverless Glue Jobs at Scale: Where the Bottlenecks Really Are

At scale, Glue jobs become shuffle-bound, not CPU-bound. Skew and file strategy dominate runtime. Adding workers helps less than reshaping the workload.

March 13, 2026

by Vivek Venkatesan

· 5,221 Views · 2 Likes