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Home/Coding Tools
Coding Tools

GitHub Copilot for JetBrains Enhances Features

GitHub Changelog·August 11, 2026·high confidence

Why it matters

  • →Persistent memory reduces repetitive input, enhancing developer efficiency.
  • →Ollama integration provides more flexibility in model selection for developers.
  • →Improved enterprise controls offer better management of Copilot across organizations.
GitHub Copilot for JetBrains Enhances Features
©GitHub Changelog

GitHub has rolled out an update for its Copilot tool in JetBrains IDEs, introducing features like persistent memory and local model access. This update allows Copilot to remember context across chat sessions, enhancing workflow efficiency. The integration of Ollama as a BYOK provider offers developers more options for model selection. Enterprise users benefit from improved server-based controls, while reliability fixes address issues in MCP execution and terminal outputs. These enhancements aim to streamline development processes and improve user experience.

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The story around this

Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.

GitHub Releases Copilot App for Desktop — Matt Wolfe1GitHub Copilot App Now Supports Any Model Provider — Matt Wolfe2GitHub Copilot for JetBrains Enhances Customization — GitHub Changelog3GitHub Copilot for JetBrains Enhances Model Management — GitHub Changelog4GitHub Copilot for JetBrains Enhances FeaturesJun 5You are here

How we got here

  1. 1
    GitHub Releases Copilot App for Desktop

    Matt Wolfe · June 5, 2026 · Related

  2. 2
    GitHub Copilot App Now Supports Any Model Provider

    Matt Wolfe · June 10, 2026 · Related

  3. 3
    GitHub Copilot for JetBrains Enhances Customization

    GitHub Changelog · July 14, 2026 · Same story

  4. 4
    GitHub Copilot for JetBrains Enhances Model Management

    GitHub Changelog · July 28, 2026 · Same story

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Open the full story →

GitHub Copilot for JetBrains Enhances Features

3 developments

  1. Aug 11 · GitHub Changelog
    GitHub Copilot for JetBrains Enhances Features (This article)
  2. Aug 18 · GitHub Changelog
    GitHub Copilot Adds Enterprise Controls for JetBrains↳ GitHub Copilot for JetBrains now includes enterprise controls for plugin governance and centralized telemetry management.
  3. Aug 21 · GitHub Changelog
    GitHub Copilot Integrates with Microsoft Teams↳ GitHub Copilot integrates with Microsoft Teams for real-time collaborative coding sessions via public preview.

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Claude Haiku 5.5 arrives in GitHub Copilot© GitHub Changelog
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Claude Haiku 5.5 arrives in GitHub Copilot

Anthropic’s latest lightweight model is now live inside GitHub Copilot, targeting high-volume coding tasks like subagents and terminal work. Early benchmarks suggest it matches Sonnet 5 on many coding challenges while consuming significantly fewer tokens and steps. This availability across VS Code, JetBrains, and mobile apps gives developers a faster, cheaper option for routine edits without sacrificing quality. The gradual rollout means most users will see it soon, with admin controls allowing enterprises to manage access via model policies.

GitHub Changelog·Oct 7, 2026
GitHub deploys fine-tuned model for secret detection© GitHub Changelog
Coding Toolscoding

GitHub deploys fine-tuned model for secret detection

GitHub is replacing its regex-based secret scanning with a purpose-built AI model that understands code context to catch unstructured credentials like passwords without standard token formats. This shift moves security from pattern matching to semantic understanding, catching leaks that traditional tools miss before they hit repository history via push protection. The upgrade is automatic for existing GHSP/GHAS customers, but new opt-in features in Copilot and push protection will consume AI Credits, introducing a usage-based cost layer to what was previously free. This marks a significant pivot in how developers handle security, blending LLM capabilities directly into the CI/CD pipeline.

GitHub Changelog·Oct 7, 2026
GitHub Copilot adds local sandboxing for agents© GitHub Changelog
Coding Toolscoding

GitHub Copilot adds local sandboxing for agents

GitHub Copilot finally addresses the security risks of autonomous coding by introducing local sandboxing across its CLI, app, and VS Code extensions. Powered by Microsoft’s MXC technology, this feature creates a strict execution boundary that restricts agent access to files, networks, and credentials based on developer-defined policies. This is a critical step for enterprise adoption, allowing organizations to enforce security controls without blocking the utility of agentic workflows. It shifts Copilot from a passive assistant to a controlled autonomous actor with clear operational limits.

GitHub Changelog·Oct 7, 2026

More in Coding Tools

Microsoft Surface RTX Spark Dev Box Preorders Open© The Verge AI
Coding Toolscoding

Microsoft Surface RTX Spark Dev Box Preorders Open

Microsoft is selling a dedicated AI development rig for $5,999, targeting developers who need local inference power without building their own hardware. The device pairs Nvidia’s Arm-based RTX Spark platform with 128GB of unified memory, enabling it to run models exceeding 120B parameters on-device. It ships pre-configured with Windows 11 Pro and essential dev tools like VS Code and GitHub Copilot, effectively bundling the software stack with the silicon. This moves local AI from a DIY enthusiast project to a standardized enterprise-grade appliance, albeit at a premium price point that limits it to professional workflows rather than consumer hobbyists.

The Verge AI·Oct 7, 2026
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Claude Code v2.1.290: Plugin hooks and agent stability fixes

This release significantly tightens the security model for Claude Code plugins by exposing server tool IDs and approval ceilings to hook functions, allowing developers to build more granular permission checks. It also stabilizes long-running agent sessions by fixing critical bugs in subagent resume logic and scheduled task persistence after compaction. For plugin authors, the new validation flags ensure gating hooks are properly configured before deployment. These changes make the platform safer for enterprise use while reducing friction for complex automated workflows.

Claude Code Releases·Oct 6, 2026
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llama.cpp b11424 adds CUDA 13 and ROCm 10.0

This release quietly closes the hardware gap for local inference by adding default support for CUDA 13 and ROCm 10.0 alongside existing CUDA 12 builds. NVIDIA users can now leverage newer driver stacks without manual configuration, while AMD GPU owners finally get first-class parity with the same ease of use previously reserved for CUDA. Apple Silicon KleidiAI is disabled in this specific build, a notable regression for Mac users who rely on that optimization. The inclusion of Snapdragon and OpenVINO binaries further broadens the reach to edge devices and Intel hardware. It’s less about new features and more about llama.cpp solidifying its position as the universal runtime for every major accelerator.

llama.cpp Releases·Oct 6, 2026