# buiilding-software

Published articles for buiilding-software.

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## Java's age is its AI superpower

DevFeed: [Java's age is its AI superpower](<https://devfeed.tech/articles/java-s-age-is-its-ai-superpower-2221.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/09/09/java-s-age-is-its-ai-superpower/>)

Author: Ryan Donovan

Published: 2026-09-09T04:45:00Z

Content type: opinion

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [coding](<https://devfeed.tech/topics/coding.md>), [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [buiilding-software](<https://devfeed.tech/tags/buiilding-software.md>), [coding](<https://devfeed.tech/tags/coding.md>), [data](<https://devfeed.tech/tags/data.md>), [ecosystem](<https://devfeed.tech/tags/ecosystem.md>), [history](<https://devfeed.tech/tags/history.md>), [ibm](<https://devfeed.tech/tags/ibm.md>), [java](<https://devfeed.tech/tags/java.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [se-stackoverflow](<https://devfeed.tech/tags/se-stackoverflow.md>), [se-tech](<https://devfeed.tech/tags/se-tech.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [training](<https://devfeed.tech/tags/training.md>)

### AI overview

A podcast episode argues that Java's longevity, training-data footprint, libraries, and agentic tooling make it a strong fit for coding agents.

### Source excerpt

Ryan welcomes Markus Eisele to the program to talk about why your coding agent should be writing Java.

## Dispatches from O'Reilly: The right amount of spec for agentic development

DevFeed: [Dispatches from O'Reilly: The right amount of spec for agentic development](<https://devfeed.tech/articles/dispatches-from-o-reilly-the-right-amount-of-spec-for-agentic-development-2211.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/08/21/dispatches-from-o-reilly-the-right-amount-of-spec-for-agentic-development/>)

Author: Markus Eisele

Published: 2026-08-21T14:00:00Z

Content type: opinion

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [buiilding-software](<https://devfeed.tech/tags/buiilding-software.md>), [coding](<https://devfeed.tech/tags/coding.md>), [cost](<https://devfeed.tech/tags/cost.md>), [development](<https://devfeed.tech/tags/development.md>), [oreilly](<https://devfeed.tech/tags/oreilly.md>), [review](<https://devfeed.tech/tags/review.md>), [se-stackoverflow](<https://devfeed.tech/tags/se-stackoverflow.md>), [se-tech](<https://devfeed.tech/tags/se-tech.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [vibe-coding](<https://devfeed.tech/tags/vibe-coding.md>)

### AI overview

The article argues that agentic development needs a middle ground between vague prompts and costly formal specifications. Executable checks, examples, and constraints reduce correction loops and make correctness less dependent on human review.

### Source excerpt

When code gets cheap, the hard part is deciding what "correct" means and building a reliable way to check it.

## Quantum-Augmented Applications: Integrating Quantum Subroutines into Classical Software Stacks

DevFeed: [Quantum-Augmented Applications: Integrating Quantum Subroutines into Classical Software Stacks](<https://devfeed.tech/articles/quantum-augmented-applications-integrating-quantum-subroutines-into-classical-software-stacks-2209.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/08/20/quantum-augmented-applications-integrating-quantum-subroutines-into-classical-software-stacks/>)

Author: Dr. Ahmad Mateen Ishanzai

Published: 2026-08-20T18:43:39Z

Content type: article

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [Software](<https://devfeed.tech/topics/software.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Network](<https://devfeed.tech/topics/network.md>)

Tags: [buiilding-software](<https://devfeed.tech/tags/buiilding-software.md>), [cc-by-sa](<https://devfeed.tech/tags/cc-by-sa.md>), [combinatorial-optimization](<https://devfeed.tech/tags/combinatorial-optimization.md>), [contributed](<https://devfeed.tech/tags/contributed.md>), [high-performance-computing](<https://devfeed.tech/tags/high-performance-computing.md>), [latency](<https://devfeed.tech/tags/latency.md>), [low-latency](<https://devfeed.tech/tags/low-latency.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [quantum](<https://devfeed.tech/tags/quantum.md>), [quantum-computing](<https://devfeed.tech/tags/quantum-computing.md>)

### AI overview

This article presents quantum-augmented applications as hybrid systems that integrate Quantum Processing Units with classical software pipelines. It describes delegating targeted computationally difficult subroutines to QPUs while retaining classical business logic, data preprocessing, orchestration, and optimization, and discusses practical constraints including noise, transpilation latency, and network overhead.

### Source excerpt

Founded in 2008, Stack Overflow's public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.

## Dispatches from O'Reilly: The best risk mitigation strategy in data? A single source of truth

DevFeed: [Dispatches from O'Reilly: The best risk mitigation strategy in data? A single source of truth](<https://devfeed.tech/articles/dispatches-from-o-reilly-the-best-risk-mitigation-strategy-in-data-a-single-source-of-truth-2199.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/07/31/dispatches-from-o-reilly-the-best-risk-mitigation-strategy-in-data-a-single-source-of-truth/>)

Author: Jeremy Arendt

Published: 2026-07-31T14:08:31Z

Content type: article

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [semantic-layer](<https://devfeed.tech/topics/semantic-layer.md>), [data](<https://devfeed.tech/topics/data.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [applications](<https://devfeed.tech/tags/applications.md>), [article](<https://devfeed.tech/tags/article.md>), [buiilding-software](<https://devfeed.tech/tags/buiilding-software.md>), [data](<https://devfeed.tech/tags/data.md>), [oreilly](<https://devfeed.tech/tags/oreilly.md>), [se-stackoverflow](<https://devfeed.tech/tags/se-stackoverflow.md>), [se-tech](<https://devfeed.tech/tags/se-tech.md>), [semantic-layer](<https://devfeed.tech/tags/semantic-layer.md>)

### AI overview

The article presents a semantic layer as a practical risk-mitigation strategy for data operations. It describes how inconsistent metrics, fragmented governance and access controls, and poorly managed changes can create business risk, and argues that a single source of truth can reduce these problems.

### Source excerpt

Your semantic layer is a risk mitigation strategy. Not risk in the abstract, compliance-framework sense, but the practical, operational risk that quietly drains organizations every day.

## Developers are attached to tools because tools encode trust

DevFeed: [Developers are attached to tools because tools encode trust](<https://devfeed.tech/articles/developers-are-attached-to-tools-because-tools-encode-trust-2197.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/07/29/developers-are-attached-to-tools-because-tools-encode-trust/>)

Author: Ryan Donovan

Published: 2026-07-29T14:06:38Z

Content type: opinion

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [Developer Tools](<https://devfeed.tech/topics/developer-tools.md>), [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [buiilding-software](<https://devfeed.tech/tags/buiilding-software.md>), [dev-tools](<https://devfeed.tech/tags/dev-tools.md>), [developer-tooling](<https://devfeed.tech/tags/developer-tooling.md>), [developers](<https://devfeed.tech/tags/developers.md>), [ide](<https://devfeed.tech/tags/ide.md>), [se-stackoverflow](<https://devfeed.tech/tags/se-stackoverflow.md>), [se-tech](<https://devfeed.tech/tags/se-tech.md>), [tools](<https://devfeed.tech/tags/tools.md>)

### AI overview

An opinion piece on how developers build trust in customizable tools and workflows, contrasting established tools such as Vim and Emacs with rapidly changing coding agents.

### Source excerpt

The tools themselves are new and their capabilities are in constant flux. If your kitchen knife kept changing shape, weight, and edge, you'd have to relearn it every time; that's a hard tool to build trust in. But it also points to a flaw in how you use that tool, the process around it, and the way the tool reinforces the process.