GitHub's August changelog reads less like routine updates and more like a statement of intent. Copilot picked up persistent memory and Ollama support, Agent Plugins 1.0 launched to make agent tools portable across platforms, Copilot showed up in Slack and Teams, and GitHub rolled out easy GitLab migrations. Individually, minor. Together, they suggest GitHub isn't just hosting code anymore — it's … [Read more...]
Source-12
Latest articles, software updates, development techniques, frameworks, coding tutorials, and tech insights related to Source-12. Browse recent updates below.
Kubernetes 1.37 Adds Workload Identity, Scale-to-Zero, and New Support for AI Workloads
Kubernetes 1.37, code-named "Garhwal," is now available, bringing new workload identity capabilities, more efficient autoscaling, improvements for large clusters, and expanded scheduling support for artificial intelligence and high-performance computing workloads. … [Read more...]
JetBrains Says Its Cadence Cloud Service Was Breached Through Unpatched TeamCity Flaw
JetBrains said attackers breached its Cadence cloud development service by exploiting a critical vulnerability in the company's TeamCity continuous integration and delivery software, exposing personal information and compromising a backup of the service … [Read more...]
Microsoft Turns Visual Studio into a Distribution Point for AI Coding Agents
Microsoft is expanding the role of AI agents in Visual Studio, allowing companies to distribute their own custom GitHub Copilot agents across repositories and giving development organizations a new way to bring shared practices into the IDE. … [Read more...]
Microsoft Agent Framework Adds Support for MCP, A2A, and Multiple Channels
Microsoft added a channels system to its Agent Framework for Python, allowing the same agent or workflow to operate through MCP, A2A, OpenAI Responses clients, and Telegram. … [Read more...]
OpenAI's GPT-5.6 Models Arrive in AWS Kiro Coding Agent
OpenAI's GPT-5.6 Sol, Terra, and Luna models are now available in AWS Kiro for software development workflows. … [Read more...]
JetBrains Survey Finds AI Coding Agents Becoming Routine Developer Tools
JetBrains found that 90 percent of professional developers surveyed used AI coding agents at work at least weekly, while 68 percent used them daily. … [Read more...]
Quarkus Flow 1.0 Brings Workflow Orchestration Into Java Applications
Quarkus Flow 1.0 is the first stable release of the project's workflow engine, which runs directly inside Quarkus applications. … [Read more...]
AWS Toolkit Gives Coding Agents Specialized Cloud Development Skills
Amazon Web Services has released an Agent Toolkit for AWS that gives AI coding agents access to curated instructions for working with AWS services, the latest effort to adapt developer documentation and tooling for software agents as well as human developers. … [Read more...]
Gradle Shifts Build Tool Priorities as AI Coding Agents Become Users
The Gradle project is launching Agentic Gradle to make its build system easier for AI coding agents to use through official skills, benchmarks, and potential changes to Gradle itself. … [Read more...]
Eclipse Theia 1.74 Puts AI Agents at the Center of the IDE
Eclipse Theia 1.74 introduces an experimental "AI First" perspective that puts AI chat and session management at the center of the development workspace rather than treating AI as an add-on to the traditional IDE. … [Read more...]
DeepSeek Raises API Prices, Putting Developers' AI Economics to the Test
DeepSeek has sharply increased API prices for its V4-Flash and V4-Pro models, with V4-Pro output rising from $0.87 to $3.96 per million tokens during peak hours. … [Read more...]
UiPath Targets Coding-Agent Orchestration with Maestro Flow
UiPath is extending its automation platform to include deeper AI-assisted software development with Maestro Flow, a new orchestration capability designed to help developers turn work created by coding agents into production business processes. … [Read more...]
Java Is About to Change What an Object Can Be
Java developers have spent decades working with a basic assumption about objects: every object has its own identity. Now, OpenJDK developers are preparing to loosen that rule with JDK 28. … [Read more...]
Meta’s Muse Code Pushes AI Deeper into Software Engineering
The contest to automate software engineering is moving beyond code suggestions. The new goal is an AI system that can inspect a project, make changes, test its work, and keep going when the assignment stretches from minutes into hours. … [Read more...]
Eclipse Foundation Updates Jakarta EE Learning Hub to Help Developers Adopt Enterprise Java
The Eclipse Foundation has refreshed the Jakarta EE Learning Hub, expanding its collection of guides, tutorials, and educational resources intended to help developers become productive with modern enterprise Java more quickly. … [Read more...]
JDK 27 Heads Toward September Release With Default G1, Post-Quantum TLS and Structured Concurrency
The short-term release enters its first release candidate stage on August 6, with general availability set for September 15, as Oracle and the OpenJDK community lock in a nine-JEP feature set anchored by garbage collector and security changes. … [Read more...]
Eclipse Foundation and OWASP Partner to Help Open Source Projects Prepare for EU Cyber Rules
The Eclipse Foundation and the Open Worldwide Application Security Project (OWASP) have signed a memorandum of understanding to help strengthen open source software security and prepare projects for the European Union's Cyber Resilience Act (CRA), the organizations announced this week. … [Read more...]
Azul Expands Monthly Java Security Updates as AI Reshapes Enterprise Patching
Oracle's decision to move beyond quarterly security updates for Java is already reshaping the commercial Java ecosystem. … [Read more...]
Oracle Says AI Is Forcing a Faster Java Security Patch Cycle
Oracle is urging customers to move from quarterly to monthly security patching, arguing that artificial intelligence is accelerating vulnerability discovery faster than traditional update schedules can keep pace. … [Read more...]



















