Latest Articles

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

· 2,273 Views · 3 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

· 1,458 Views · 3 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

· 1,374 Views · 1 Like

The Real Skill Stack Behind Production-Ready AI Engineers

Reliable agentic AI systems come from evaluation harnesses, precise tool design, failure checkpoints, and knowing when not to use an agent.

August 24, 2026

by Joshua Shelton

· 2,041 Views · 3 Likes

Cutting AI Token Costs With MgntUtils Stack Trace Filtering

Learn how AI can reduce log volume and token costs by compressing stack traces while preserving the details needed for effective debugging and analysis.

August 24, 2026

by Michael Gantman

· 1,794 Views · 2 Likes

From Chat Completions to Responses: Why Is OpenAI Upgrading Its Core API?

The Responses API simplifies complex agent workflows by unifying context, tool calls, and outputs, while Chat Completions remains suitable for simpler chat use cases.

August 24, 2026

by Jake Tao

· 1,205 Views · 2 Likes

How to Secure Fintech REST APIs Against BOLA Vulnerabilities

Learn how to protect fintech REST APIs from BOLA attacks with object-level authorization, secure identifiers, access controls, and API security testing.

August 24, 2026

by Nanne Parmar

· 1,560 Views · 3 Likes

Building Meeting Audio RAG on Microsoft Foundry With Fast Transcription and Foundry IQ

Build a production-ready meeting audio RAG pipeline with Microsoft Foundry, and connect to a Foundry agent that answers questions with meeting and time citations.

August 21, 2026

by Jubin Soni, FBCS

CORE

· 4,731 Views · 3 Likes

From Bottlenecks to Reliability: A Practical Guide to Scaling Temporal in Production

Scale Temporal by right-sizing workers, isolating workloads with task queues, controlling concurrency, and designing regional failover before traffic spikes or outages.

August 21, 2026

by Akhil Madineni

CORE

· 1,954 Views · 3 Likes

Open Source as a Leadership Lab for Software Engineers

Beyond code, open source offers real opportunities to practice communication, influence, collaboration, discipline, and decision-making.

August 21, 2026

by Otavio Santana

CORE

· 1,827 Views · 2 Likes

A Practical Guide to Using Java Virtual Threads With JMS Listeners

Build scalable Spring JMS listeners with Java virtual threads, focusing on concurrency, transactions, idempotency, and safe blocking workloads.

August 21, 2026

by Krishna Kandi

· 2,493 Views · 4 Likes

Stop Paying Your AI Agent to Do the Same Job Twice

Modern AI agent pipelines benefit significantly from a strategically positioned knowledge-base cache layer that sits upstream of the orchestration flow.

August 21, 2026

by Shivi Kashyap

· 2,979 Views · 3 Likes

Agents and Tools in Agentic AI: A Simple Explanation

This article provides a simple introduction to agents and tools in agentic AI. It explains why we need tools and the role of the agent and the model in this process.

August 21, 2026

by Ruchi Saini

· 1,932 Views · 4 Likes

Alert Fatigue as a System Design Problem: Engineering On-Call Reliability in Modern SRE Teams

Alert fatigue from excessive notifications exhausts on-call engineers, eroding SRE culture. True reliability requires resilient system design, not heroic human effort.

August 21, 2026

by Oreoluwa Omoike

· 1,794 Views · 1 Like

How to Build and Scale Generative AI Infrastructure

Managing generative AI at scale requires strategies to reduce costs and latency, improve observability, and build reliable infrastructure.

August 21, 2026

by Chidiebere Njoku

· 1,803 Views · 6 Likes

Reliability Without Control: Operating SRE Practices in Platform–SaaS and API-Dependent Systems

Modern SRE shifts focus from component health to user experience, relying on accurate signals and human response to sustain reliability despite reduced control.

August 20, 2026

by Oreoluwa Omoike

· 1,814 Views · 3 Likes

Stop Hand-Rolling Chat UIs: Streaming LLM Tokens Into React Native Without the Jank

In a React Native chat, the keyboard and a streaming, resizing list fight over the scroll position and cause jank. KeyboardChatScrollView fixes it.

August 20, 2026

by Tammo Ronke

· 2,865 Views · 1 Like

You Don’t Need To Be a Manager To Lead: Why Leadership Matters for Software Engineers

As software engineers grow in scope, trust, influence, communication, and technical direction become essential to multiplying impact and advancing on the IC path.

August 20, 2026

by Otavio Santana

CORE

· 2,131 Views · 3 Likes