Latest Articles

Part 1: Building Governed MCP Tool Services With Quarkus LangChain4j and Goose

Build governed, cloud-native Java MCP tool services for Goose agents using Quarkus LangChain4j, Java 25, and Jakarta Bean Validation.

August 26, 2026

by Daniel Oh

CORE

· 2,587 Views · 3 Likes

Building a Software Factory With AI Agents and Workflows

In this article, we’ll explore how to build a complete software factory from scratch, leveraging AI agents to transform the entire software development lifecycle.

August 26, 2026

by Pavan Belagatti

CORE

· 2,566 Views · 1 Like

Pure Headless vs Hybrid Headless CMS: A Practical Decision Framework

Pure headless favors developer control; hybrid headless gives editors more flexibility. The right choice depends on how much content work requires engineering.

August 26, 2026

by Alex Vakulov

CORE

· 2,365 Views · 1 Like

Working With Spreadsheets in Java: A Practical Overview

Working with Excel in Java isn’t just about reading and writing cells. Here’s how to choose the right tool for your use case.

August 26, 2026

by Hawk Chen

CORE

· 2,433 Views · 2 Likes

The Folly of Tokenmaxxing or Reinventing the Wheel

AI transformation is often reduced to token usage, tool rollouts, and pilots. Learn five Agile laws that explain why AI adoption fails and what to measure instead.

August 26, 2026

by Stefan Wolpers

CORE

· 1,960 Views · 1 Like

Understanding RabbitMQ Exchange Types in Spring Boot

This blog delves into various RabbitMQ exchange types used within a Spring Boot application, highlighting examples and configurations.

August 26, 2026

by Gunter Rotsaert

CORE

· 2,055 Views · 1 Like

The 2026 Observability Audit: Separating Single Vendor Silos From Community Innovation

Learn how to evaluate open-source observability projects, compare vendor contributions, and identify healthy community-driven projects beyond marketing claims.

August 26, 2026

by Chris Ward

CORE

· 2,232 Views

Containerizing Spark and Lakehouse Development with Docker

Use Docker to create a local lakehouse environment that mirrors production, while improving data engineering workflows, Spark testing, and CI reliability.

August 25, 2026

by Aniket Abhishek Soni

· 2,121 Views · 1 Like

How Open Source Builds the Hard Skills Technical Leaders Need

Learn how open source helps software engineers build hard skills, strengthen technical judgment, and develop the expertise needed for technical leadership.

August 25, 2026

by Otavio Santana

CORE

· 1,649 Views · 2 Likes

Designing Rayfall: One Expression Language for a Columnar Database

How scalar evaluation, vector operations, lambdas, and relational queries can share one language without hiding expressions from the optimizer.

August 25, 2026

by Anton Kundenko

· 2,519 Views · 3 Likes

Tail-Based Sampling in the OpenTelemetry Collector: Keeping the Traces That Matter

Tail-based sampling keeps error and slow traces instead of a random slice, but it only works if all trace spans reach the same collector. Here's the fix.

August 25, 2026

by Mateen Ali Anjum

· 1,953 Views · 1 Like

The Code-Volume Delusion: Rethinking Engineering Velocity in the AI Era

AI is shifting the engineering bottleneck downstream, requiring leaders to prioritize PR cycle times, CI/CD stability, and architectural health.

August 25, 2026

by Rupesh Dabbir

· 2,419 Views

Demystifying Thread Hopping With Swift 6.2

Swift 6.2 fixes unexpected thread hopping in async code with Approachable Concurrency. This article explains the new execution model.

August 25, 2026

by Nikita Vasilev

· 1,079 Views · 1 Like

LLM Judgment for Document Pipelines: Bounded Pools and Typed Verdicts

Use LLMs to judge a bounded pool of documents, returning typed relevance that make pipeline decisions easier to inspect, monitor, and improve.

August 25, 2026

by Deepak Gupta

· 1,744 Views · 1 Like

The New Technical Debt: Working Code No One Can Explain

AI can help code work faster, but unexplained code becomes technical debt when it needs to be changed, scaled, or trusted.

August 25, 2026

by Asim Rais Siddiqui

· 1,496 Views · 2 Likes

Multi-Account AWS Architecture: Isolating PHI Workloads Without Slowing Down Engineering Teams

Multi-account AWS architecture enforces PHI workload isolation at the boundary level — making access control provable rather than arguable during security reviews.

August 24, 2026

by Garik H

· 1,859 Views

Text Analysis Without a Backend: Replacing an LLM Call With Intl.Segmenter and 60 Lines of JavaScript

Build deterministic browser-based text tools instead of LLM APIs to reduce cost, latency, privacy risks, and nondeterministic results.

August 24, 2026

by Kevin Brown

· 1,918 Views

Ground Truth for AI-Written Code: Why Context Matters More Than Prompts

AI coding assistants become significantly more powerful when they understand Git history, project architecture, and shared engineering context.

August 24, 2026

by Troian Serhii

· 1,780 Views · 2 Likes

Ampere System Profiler: A Guide to System-Level Profiling

Learn how Ampere System Profiler collects CPU, network, disk, NUMA, and perf metrics to identify system-level performance bottlenecks.

August 24, 2026

by Tito Reinhart

· 1,241 Views · 2 Likes

Commissioning at Scale Is a Sequencing Problem, Not a Testing Problem

Learn how to scale multi-site deployments with reusable environments, deterministic configuration, dependency gates, and parameterized testing for reliable delivery.

August 24, 2026

by Savni Sandbhor

· 1,177 Views

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