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AI development tools, research, and industry news — clustered and ranked by importance.

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Improve coding agents’ performance with Gemini API Docs MCP and Agent Skills.

Google has launched two tools to improve the performance of coding agents using outdated Gemini API code. The Gemini API Docs MCP aims to enhance the accuracy of code generation by providing updated documentation access, while the Agent Skills tool focuses on training agents to improve their code output. These developments are intended to address issues stemming from the cutoff date of the training data for these agents, ensuring that they can produce relevant and current code for developers.

Google Developers Blog·just now
ai-coding-toolsai-frameworksfrontier-labs
Formal Semantics for Agentic Tool Protocols: A Process Calculus Approach

The formalization of agentic tool protocols through process calculus is significant for AI developers as it lays the groundwork for verified agent systems, addressing the urgent need for formal verification amidst advances in large language model agents. By establishing the structural similarities between Schema-Guided Dialogue and the Model Context Protocol, this research suggests improvements that can enhance the safety and reliability of agent interactions with external tools.

arXiv CS.AI·5d ago
arXiv CS.AI
ai-frameworksai-infraai-research
GitHub Copilot for Jira — Public preview enhancements

The latest updates to GitHub Copilot for Jira enhance user experience and functionality, making it easier for developers to integrate AI assistance in their project management workflows. Key improvements include better onboarding, model selection from within Jira, and enhanced ticket traceability, which can significantly streamline development processes.

GitHub Changelog·6d ago
GitHub Changelog
ai-coding-toolsai-frameworks
1.12.0a1

The release of version 1.12.0a1 introduces significant new features for AI developers, including enhanced documentation capabilities and support for modern Arabic translations. With new OpenAI-compatible providers and agent skills, this update aims to improve integration and usability, making it crucial for developers working in AI-driven applications.

CrewAI Releases·6d ago
CrewAI Releases
ai-coding-toolsai-frameworksopen-source
1.12.0

The release of version 1.12.0 introduces significant enhancements for AI developers working with memory systems, including a new Qdrant Edge storage backend and support for multiple OpenAI-compatible providers. This update also improves localization efforts with modern standard Arabic and includes various bug fixes that enhance the overall stability of the platform.

CrewAI Releases·6d ago
CrewAI Releases
ai-coding-toolsai-frameworksai-models
View Agentic Workflow configs in the Actions run summary

The ability to view Agentic Workflow markdown configurations directly in the GitHub Actions run summary enhances the development workflow by streamlining the review process. This update eliminates the need for multiple page switches and provides clear visibility into the configurations used during execution, making it a valuable addition for AI developers utilizing GitHub Actions.

GitHub Changelog·5d ago
GitHub Changelog
ai-coding-toolsai-frameworks
What’s coming to our GitHub Actions 2026 security roadmap

GitHub is enhancing the security framework for Actions to combat the increasing frequency of software supply chain attacks, an area of significant concern for AI developers relying on CI/CD practices. The roadmap for 2026 emphasizes secure dependency management and observability, which are crucial for maintaining secure workflows in AI development environments.

GitHub Blog·5d ago
GitHub Blog
ai-coding-toolsai-frameworksai-infra
0.117.0

The release of version 0.117.0 introduces significant enhancements to agent workflows and plugin management, making it easier for AI developers to utilize multi-agent systems more effectively. Improved terminal features and bug fixes enhance the overall usability of the system, thereby streamlining development processes.

OpenAI Codex GitHub Releases·5d ago
OpenAI Codex GitHub Releases
ai-coding-toolsai-frameworks

Latest

  • Visual Studio Code 1.114
    VS Code Blog-571m ago
  • Improve coding agents’ performance with Gemini API Docs MCP and Agent Skills.
    Google Developers Blog-325m ago
  • Wherefore Art Thou? Provenance-Guided Automatic Online Debugging with Lumos
    arXiv CS.SE3h ago
  • Webscraper: Leverage Multimodal Large Language Models for Index-Content Web Scraping
    arXiv CS.AI3h ago
  • GISTBench: Evaluating LLM User Understanding via Evidence-Based Interest Verification
    arXiv CS.AI

Latest

  • Visual Studio Code 1.114
    VS Code Blog-571m ago
  • Improve coding agents’ performance with Gemini API Docs MCP and Agent Skills.
    Google Developers Blog-325m ago
  • Wherefore Art Thou? Provenance-Guided Automatic Online Debugging with Lumos
    arXiv CS.SE3h ago
  • Webscraper: Leverage Multimodal Large Language Models for Index-Content Web Scraping
    arXiv CS.AI3h ago
  • GISTBench: Evaluating LLM User Understanding via Evidence-Based Interest Verification
    arXiv CS.AI
3h ago
  • SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents
    arXiv CS.AI3h ago
  • SyriSign: A Parallel Corpus for Arabic Text to Syrian Arabic Sign Language Translation
    arXiv CS.CL3h ago
  • Compiling Code LLMs into Lightweight Executables
    arXiv CS.SE3h ago
  • HackRep: A Large-Scale Dataset of GitHub Hackathon Projects
    arXiv CS.SE3h ago
  • Dual Perspectives in Emotion Attribution: A Generator-Interpreter Framework for Cross-Cultural Analysis of Emotion in LLMs
    arXiv CS.CL3h ago
  • From Consensus to Split Decisions: ABC-Stratified Sentiment in Holocaust Oral Histories
    arXiv CS.CL3h ago
  • Practical Feasibility of Sustainable Software Engineering Tools and Techniques
    arXiv CS.SE3h ago
  • ChartDiff: A Large-Scale Benchmark for Comprehending Pairs of Charts
    arXiv CS.AI3h ago
  • Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
    arXiv CS.CL3h ago
  • Concept Training for Human-Aligned Language Models
    arXiv CS.CL3h ago
  • BayesInsights: Modelling Software Delivery and Developer Experience with Bayesian Networks at Bloomberg
    arXiv CS.SE3h ago
  • SkillReducer: Optimizing LLM Agent Skills for Token Efficiency
    arXiv CS.SE3h ago
  • Machine Learning in the Wild: Early Evidence of Non-Compliant ML-Automation in Open-Source Software
    arXiv CS.SE3h ago
  • EcoScratch: Cost-Effective Multimodal Repair for Scratch Using Execution Feedback
    arXiv CS.SE3h ago
  • How and Why Agents Can Identify Bug-Introducing Commits
    arXiv CS.SE3h ago
  • Self-Improving Code Generation via Semantic Entropy and Behavioral Consensus
    arXiv CS.SE3h ago
  • Sustainable AI Assistance Through Digital Sobriety
    arXiv CS.SE3h ago
  • Software Vulnerability Detection Using a Lightweight Graph Neural Network
    arXiv CS.SE3h ago
  • Designing FSMs Specifications from Requirements with GPT 4.0
    arXiv CS.SE3h ago
  • Logging Like Humans for LLMs: Rethinking Logging via Execution and Runtime Feedback
    arXiv CS.SE3h ago
  • Kwame 2.0: Human-in-the-Loop Generative AI Teaching Assistant for Large Scale Online Coding Education in Africa
    arXiv CS.CL3h ago
  • CADEL: A Corpus of Administrative Web Documents for Japanese Entity Linking
    arXiv CS.CL3h ago
  • SiPaKosa: A Comprehensive Corpus of Canonical and Classical Buddhist Texts in Sinhala and Pali
    arXiv CS.CL3h ago
  • MemRerank: Preference Memory for Personalized Product Reranking
    arXiv CS.CL3h ago
  • The Thiomi Dataset: A Large-Scale Multimodal Corpus for Low-Resource African Languages
    arXiv CS.CL3h ago
  • 3h ago
  • SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents
    arXiv CS.AI3h ago
  • SyriSign: A Parallel Corpus for Arabic Text to Syrian Arabic Sign Language Translation
    arXiv CS.CL3h ago
  • Compiling Code LLMs into Lightweight Executables
    arXiv CS.SE3h ago
  • HackRep: A Large-Scale Dataset of GitHub Hackathon Projects
    arXiv CS.SE3h ago
  • Dual Perspectives in Emotion Attribution: A Generator-Interpreter Framework for Cross-Cultural Analysis of Emotion in LLMs
    arXiv CS.CL3h ago
  • From Consensus to Split Decisions: ABC-Stratified Sentiment in Holocaust Oral Histories
    arXiv CS.CL3h ago
  • Practical Feasibility of Sustainable Software Engineering Tools and Techniques
    arXiv CS.SE3h ago
  • ChartDiff: A Large-Scale Benchmark for Comprehending Pairs of Charts
    arXiv CS.AI3h ago
  • Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
    arXiv CS.CL3h ago
  • Concept Training for Human-Aligned Language Models
    arXiv CS.CL3h ago
  • BayesInsights: Modelling Software Delivery and Developer Experience with Bayesian Networks at Bloomberg
    arXiv CS.SE3h ago
  • SkillReducer: Optimizing LLM Agent Skills for Token Efficiency
    arXiv CS.SE3h ago
  • Machine Learning in the Wild: Early Evidence of Non-Compliant ML-Automation in Open-Source Software
    arXiv CS.SE3h ago
  • EcoScratch: Cost-Effective Multimodal Repair for Scratch Using Execution Feedback
    arXiv CS.SE3h ago
  • How and Why Agents Can Identify Bug-Introducing Commits
    arXiv CS.SE3h ago
  • Self-Improving Code Generation via Semantic Entropy and Behavioral Consensus
    arXiv CS.SE3h ago
  • Sustainable AI Assistance Through Digital Sobriety
    arXiv CS.SE3h ago
  • Software Vulnerability Detection Using a Lightweight Graph Neural Network
    arXiv CS.SE3h ago
  • Designing FSMs Specifications from Requirements with GPT 4.0
    arXiv CS.SE3h ago
  • Logging Like Humans for LLMs: Rethinking Logging via Execution and Runtime Feedback
    arXiv CS.SE3h ago
  • Kwame 2.0: Human-in-the-Loop Generative AI Teaching Assistant for Large Scale Online Coding Education in Africa
    arXiv CS.CL3h ago
  • CADEL: A Corpus of Administrative Web Documents for Japanese Entity Linking
    arXiv CS.CL3h ago
  • SiPaKosa: A Comprehensive Corpus of Canonical and Classical Buddhist Texts in Sinhala and Pali
    arXiv CS.CL3h ago
  • MemRerank: Preference Memory for Personalized Product Reranking
    arXiv CS.CL3h ago
  • The Thiomi Dataset: A Large-Scale Multimodal Corpus for Low-Resource African Languages
    arXiv CS.CL3h ago