Coding Resources

Why Your GPU Fleet Is Both Full and Idle: Building a Capacity Orchestration Layer

Managing GPU capacity manually produces fleets that are simultaneously fully allocated and poorly utilized. A capacity orchestration layer can fix the problem.

October 9, 2026

by Ankit Sinha

· 1,546 Views · 1 Like

Supercharging AI Agents with Azure Context: A Hands-On Guide to Azure MCP

Here’s a step-by-step guide for cloud engineers on how to bridge local AI assistants with live Azure infrastructure using the Model Context Protocol.

October 8, 2026

by Ammar Ekbote

· 1,553 Views · 1 Like

AI Agents Leaked 13,000 Screenshots: Why Enterprise Approval Controls Failed

A reported leak of 13,000 screenshots shows how AI agents can bypass weak approval and audit controls even when organizations have written policies.

October 7, 2026

by Tim Freestone

· 1,726 Views · 1 Like

Decoding the “Black Box”: Evaluating Agent Tool Chains in Production

Evaluating AI agents means checking the full trajectory, not just the answer — intent, tool calls, order, and accuracy — using Microsoft Foundry's evaluation tools.

October 7, 2026

by Gaurav Bhardwaj

· 1,447 Views · 1 Like

Building High-Performance Time-Series Applications With Java and QuestDB

QuestDB combines fast time-series ingestion with a familiar SQL model. With Eclipse JNoSQL 1.1.18, Java developers can use it through TimeSeriesTemplate and Jakarta Data.

October 7, 2026

by Otavio Santana

CORE

· 2,137 Views · 2 Likes

Building and Serving a Custom Model With Azure ML, Then Wiring It Into a Foundry Agent

This guide walks through custom Azure ML model training and deployment to a Managed Online Endpoint and connecting it to a Microsoft Foundry agent as a function tool.

October 6, 2026

by Jubin Soni, FBCS

CORE

· 5,813 Views · 5 Likes

Building IoT Time-Series Applications With Java and Apache IoTDB

Apache IoTDB targets device-oriented time-series workloads. Eclipse JNoSQL 1.1.18 lets Java devs use it with TimeSeriesTemplate and Jakarta Data repositories.

October 6, 2026

by Otavio Santana

CORE

· 1,585 Views · 3 Likes

Beyond @Transactional: Solving the Dual-Write Problem in Distributed Microservices

Stop dual-write data inconsistencies. Learn how to architect the Transactional Outbox Pattern using Java, Spring Boot, and PostgreSQL for reliable Kafka events.

October 6, 2026

by Rahul Tewari

· 2,435 Views · 1 Like

OpenSearch Heap Sizing: Swap, Page Cache, and the 50% Rule

The story has two parts. In Act 1, we trace elevated latency back to a JVM heap, showing how anonymous memory can still end up in swap even with vm.swappiness=1.

October 6, 2026

by Maxim Muzafarov

· 1,575 Views · 1 Like

Grounding AI Agents in Governed Data

Stop trusting prompts alone to protect PII. Put AI agents behind the same governed semantic layer as your human analysts.

October 6, 2026

by Jeevan reddy Geereddy

· 1,093 Views · 1 Like

YAML vs XML vs JSON: History, Trade-offs, and Where Each Wins in the Age of Agentic AI

XML, JSON, and YAML compared: history, trade-offs, and where each wins, plus why JSON Schema is now the contract layer for AI agents.

October 5, 2026

by Kai Wähner

CORE

· 960 Views · 2 Likes

Building Time-Series Applications With Java and InfluxDB

InfluxDB brings time-oriented storage to Java applications, while Eclipse JNoSQL 1.1.18 simplifies integration through TimeSeriesTemplate and Jakarta Data repositories.

October 5, 2026

by Otavio Santana

CORE

· 1,169 Views · 1 Like

Wasm Inside Neo4j: Building the Example That Didn't Exist

A Rust VADER sentiment analyzer compiled to WebAssembly, embedded inside a Neo4j Java UDF, and callable directly from Cypher using wasmtime-java.

October 2, 2026

by Akmal Chaudhri

CORE

· 1,463 Views · 2 Likes

Part 3: End-to-End Tracing and Observability Across Goose, agentgateway, and Quarkus

Add W3C Trace Context propagation across Goose, agentgateway, and Quarkus to turn opaque agentic tool loops into fully observable distributed traces in Jaeger.

October 2, 2026

by Daniel Oh

CORE

· 1,318 Views · 2 Likes

Docker Sandboxes Beyond the Laptop: Running AI Agents in the Cloud

In this article, we will discuss how to run your coding agents in the cloud using sbx. Cloud compute is usage-billed, so keep track of your sandboxes accordingly.

October 2, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 1,578 Views · 1 Like

Embabel vs LangGraph4j: Two Agentic Philosophies for Investment and Risk Analysis in BFSI

The architectural divide between state-machine rigidity and agentic flexibility in financial systems, comparing stateful, multi-agent workflows.

October 1, 2026

by Soham Sengupta

· 1,559 Views · 2 Likes

How Go Maps Work: From Buckets to Swiss Tables

This article is for Go developers who write `m := make(map[string]int)` every day but have never looked under the hood. We will use a coat-check analogy.

October 1, 2026

by Ilia Ivankin

· 1,244 Views · 1 Like

The Silent Container Death: A TCP Dial That Never Times Out

A pod goes into CrashLoopBackOff. You pull the logs expecting a stack trace, a panic, an error string — and then nothing. No error. No exit message. Magic.

September 30, 2026

by Alexander Fo

· 2,156 Views · 1 Like

Six Degrees of Ayrton Senna: Learn Neo4j by Connecting 75 Years of Formula 1

Learn about graph databases by building an F1 teammate network from real Formula 1 data and using Cypher to connect Max Verstappen to Juan Manuel Fangio.

September 30, 2026

by Jeremy Morgan

· 1,526 Views · 2 Likes

AWS 7R Migration Strategies: A Decision Framework for Engineering Teams

Learn how to classify workloads, choose the right migration path, and avoid the traps that turn 6-week projects into 6-month ones.

September 30, 2026

by Jerzy Kopaczewski

· 1,206 Views · 2 Likes

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