AI Coding Live News

Microsoft opens the GitHub-built Copilot harness in Foundry Agent Service: public preview, 20+ frontier models plus BYOK, billing from Dec 1

During GitHub Universe on Oct 28, Microsoft put the Microsoft Copilot harness, the shared agent execution layer behind Copilot Code, Copilot Studio, the GitHub Copilot app, the CLI and VS Code, into Foundry Agent Service as a public preview. Microsoft runs the agent loop and sandbox while developers supply instructions, skills, tools and model choice; Microsoft says it works across 20+ frontier models plus bring-your-own-key. Long-running resilience for hosted agents also reached GA. Harness runtime usage is free until Dec 1.

Microsoft opens the GitHub-built Copilot harness in Foundry Agent Service: public preview, 20+ frontier models plus BYOK, billing from Dec 1

Key Takeaways

  • Microsoft says the harness spans 20+ frontier models plus bring-your-own-key, so you can swap models without rewriting orchestration (official blog)
  • Preview building blocks: reusable skills, Foundry and MCP tools with explicit auth and approvals, file and code execution with built-in subagent delegation, and source-controlled agent definitions
  • Pricing: harness runtime is free until Dec 1; after that sandbox compute is USD 0.0994 per vCPU-hour and 0.0118 per GiB-hour, with model inference billed separately (Foundry blog)
  • Long-running resilience for hosted agents went GA the same week: interrupted work restarts with its original input, and your app saves checkpoints
  • Limits: you pick the harness only when creating a new agent; existing agents are unchanged and switching later is not supported yet
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GitHub Copilot updates HydraFusion and adds HydraFusion Max, with Claude Opus 5.5 and the GPT-6 family in its model pool

On 2026-10-14 GitHub updated HydraFusion, Copilot's multi-model orchestration feature, and added HydraFusion Max for harder tasks. The pool now includes Claude Opus 5.5, GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna; effort is tuned per stage (medium for drafts, high for review), Cascade gains a judging step, and Critique now inspects the workspace with tools using parallel critics. Both remain in research preview across VS Code, the Copilot app and Copilot CLI.

Key Takeaways

  • Pool: Claude Opus 5.5, GPT-6 Astra, GPT-6.1 Sol, GPT-6 Luna, chosen per workflow (GitHub Changelog)
  • Per-stage effort: medium for drafts, high for review (previously each model's default)
  • Cascade adds a judge that requests repair only when needed; Critique uses tools on the workspace plus parallel critics
  • Two tiers: HydraFusion (balanced) and HydraFusion Max (deepest reasoning, orchestration still minds tokens)
  • Available in VS Code, Copilot app and Copilot CLI on Pro, Pro+, Business and Enterprise with preview features enabled
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GitHub Copilot Dynamic Workflows public preview: code-defined multi-agent orchestration across CLI, app, and SDK

GitHub’s 2026-10-01 Changelog launched Dynamic Workflows in public preview for Copilot CLI, the Copilot app, and the SDK: code-defined reusable orchestration (sequential/parallel steps, pause checkpoints, subagent cross-checks)—unlike Autopilot or /fleet, where Copilot invents the plan each run. CLI needs --experimental or /experimental on; available on all Copilot plans.

Key Takeaways

  • Anchors: Oct 1 Changelog + docs concepts + how-to pages linked above
  • Code defines steps/conditions/handoffs; agents handle judgment. Distinct from Autopilot and /fleet
  • Surfaces: CLI workflow run + /workflows; App Workflows button; SDK/extension canvases; share via personal or repo extensions
  • Limits: max concurrent/total subagents, timeoutSeconds, approx maxAiCredits; prompt > workflow code > personal defaults
  • Public preview; CLI experimental flag; no published agent-bench deltas—don’t conflate with HydraFusion or Computer Use
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GitHub Copilot Computer Use enters public preview in CLI and Copilot app (macOS/Windows)

On 2026-10-01 GitHub announced Computer Use in public preview for Copilot CLI and the Copilot app on macOS and Windows: agents can drive local desktop apps via accessibility tree/screenshots, clicks, typing, scroll/drag, and cross-app workflows—targeting GUI-only legacy software. Off by default; enable with /computer on or Settings; enterprise policy can block it.

GitHub Copilot Computer Use enters public preview in CLI and Copilot app (macOS/Windows)

Key Takeaways

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GitHub Copilot app adds per-project local sandboxing for files, network, and credentials

GitHub Changelog (@GHchangelog) launched public-preview local sandboxing in the Copilot app: per-project limits on filesystem, outbound/local network, and Git/GitHub CLI credentials to reduce blast radius from unintended agent commands. Off by default; enable “Sandbox new sessions” or /sandbox on for an active session. Not for cloud/remote-host sessions; if the OS cannot enforce policy, the sandboxed shell errors instead of running unsandboxed.

Key Takeaways

  • Public preview: Copilot app local sandboxing sets per-project filesystem/network/credential policy.
  • Off by default; enable Sandbox new sessions or /sandbox on for one session.
  • If the OS cannot enforce policy, the sandboxed shell errors—no silent unsandboxed fallback.
  • Skips cloud/remote-host sessions; separate from Copilot CLI sandbox settings. Docs: configure local sandboxing.
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GitHub Copilot app adds OpenTelemetry: export agent traces to org monitoring via managed settings

GitHub Changelog (@GHchangelog) announced OpenTelemetry support in the Copilot app via enterprise-managed settings: admins export agent session activity to org-compatible monitoring to analyze sessions, investigate surprises, and manage telemetry centrally. Prompt/response content is excluded by default; configure telemetry in managed-settings.json with an export endpoint.

GitHub Copilot app adds OpenTelemetry: export agent traces to org monitoring via managed settings

Key Takeaways

  • Enterprise-managed settings enable Copilot app OpenTelemetry export.
  • Use cases: analyze agent sessions (model + tool calls), step-through unexpected behavior, centralize monitoring.
  • Prompt/response content excluded by default—review content-capture before enabling.
  • Set telemetry + endpoint in enterprise managed-settings.json. Concepts: OpenTelemetry for agent monitoring.
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GitHub Copilot Auto adds efficiency, balance, and intelligence cost/quality tiers

GitHub staffer Pierce Boggan (@pierceboggan) announced Copilot Auto model selection now offers three tiers—efficiency (cost-first), balance (cost/quality/latency), and intelligence (quality-first). Auto still picks a model per prompt; usage is billed on the selected model, and paid subscribers keep a 10% Auto usage discount. Rolling out in VS Code, Copilot CLI, and the GitHub Copilot app (changelog 2026-09-14).

Key Takeaways

  • Copilot Auto adds efficiency, balance, and intelligence cost/quality tiers.
  • Still selects per prompt; billed on the chosen model with a 10% Auto discount for paid plans.
  • Rolling out in VS Code, Copilot CLI, and the GitHub Copilot app.
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GitHub Copilot adds Gemini 3.8 Flash to the model picker, including Pro seats

Gemini 3.8 Flash is now in the GitHub Copilot model picker across Pro, Pro+, Max, Business, and Enterprise—on VS Code, Visual Studio, Copilot CLI, cloud agent, Copilot app, JetBrains, Xcode, and Eclipse. Unlike GPT-6 Astra, Flash is available on plain Pro; introductory usage-based provider pricing runs through 2026-12-31.

Key Takeaways

  • Gemini 3.8 Flash is in Copilot's model picker, including plain Pro.
  • Surfaces: VS Code, Visual Studio, Copilot CLI, cloud agent, JetBrains, and more.
  • Introductory usage-based provider pricing through 2026-12-31; Biz/Enterprise still auto-enable new models unless policy is off.
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GitHub Copilot Day on Sep 10: live demos of Copilot app, CLI, and HydraFusion preview

GitHub (@github) announced Copilot Day on September 10 with live demos of the Copilot app, CLI, and the HydraFusion multi-model orchestration research preview. Developers can set a reminder at gh.io/GitHubCopilotDay to follow the latest Copilot terminal and orchestration features.

Key Takeaways

  • Copilot Day airs September 10 with live demos from the GitHub team.
  • Covers the Copilot app, CLI, and HydraFusion research preview.
  • Reminders available at gh.io/GitHubCopilotDay.
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GitHub Copilot App weekly: /goal for local autopilot, MCP deep-link install, Power BI MCP

GitHub Copilot App weekly recap (Aug 29–Sep 5): 1 release and 237 improvements. Highlights include /goal for persistent autopilot objectives in local sessions, MCP install via deep link with a prefilled review form, Power BI MCP in the catalog (hosted remote and local), and configurable reasoning effort for code-review agents. Notes: github.com/github/app/releases.

Key Takeaways

  • /goal sets persistent objectives for local autopilot sessions.
  • Install MCP servers via deep link with a prefilled confirmation form.
  • Power BI MCP joins the catalog; code-review agents can set reasoning effort.
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GitHub Copilot: GPT-6 Astra generally available for long-horizon autonomous coding

GitHub says OpenAI GPT-6 Astra is generally available in GitHub Copilot for long-horizon, autonomous coding and agentic work. Internal testing highlights plan-and-validate loops, batched diagnosis with verification, and self-confirmation before task completion—stronger long-horizon coding with fewer steps than prior OpenAI models. Available to Copilot Pro+, Max, Business, and Enterprise in VS Code, Visual Studio, Copilot CLI, coding agent, Copilot app, github.com, Mobile, JetBrains, Xcode, and Eclipse; billed at provider list pricing under usage-based billing, with admin model-policy controls.

Key Takeaways

  • Availability: Copilot Pro+/Max/Business/Enterprise can pick Astra in IDE, CLI, coding agent, and Copilot app.
  • Behavior: plan-and-validate loops with batched diagnosis cut steps on long-horizon coding.
  • Billing/governance: provider list pricing under usage-based billing; admins control access via model policy.
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GitHub Copilot makes Claude Fable 5.1 generally available in App, CLI, and VS Code

GitHub announced Claude Fable 5.1, Anthropic’s latest Mythos-class model, is generally available in GitHub Copilot. Internal testing highlighted long-running coding, deep codebase research, and complex agentic workflows, and it is selectable in the Copilot app, CLI, and VS Code (@code).

Key Takeaways

  • Claude Fable 5.1 is GA in GitHub Copilot, not preview-only.
  • GitHub highlights long-running coding, codebase research, and agentic workflows.
  • Available across Copilot App, CLI, and VS Code for existing Copilot setups.
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GitHub Copilot app unifies chat-to-dev: multi-agent sessions, Quick Chat, and browser canvas

GitHub said developers no longer need to hop between a separate AI chat and their development surface. Inside the GitHub Copilot app they can start projects, run multiple agent sessions, use Quick Chat, and preview the app in a browser canvas. The pitch is a single control plane from conversation to running UI, rather than copying context across tools.

Key Takeaways

  • The Copilot app can run multiple agent sessions in one surface instead of extra chat windows.
  • Quick Chat handles short questions; a browser canvas previews the app being built.
  • GitHub is positioning the app as the path from chat through coding to live preview.
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GitHub Copilot generally available with Gemini 3.7 Flash, MAI-Code-1.1-Flash, and Kimi K3

GitHub said Gemini 3.7 Flash, Microsoft MAI-Code-1.1-Flash, and the Fireworks-hosted open-weight Kimi K3 model are generally available in the GitHub Copilot app, Copilot CLI, VS Code, and related surfaces. Developers can switch among Google's low-cost coding model, Microsoft's in-house code model, and an open-weight option without leaving the Copilot workflow. The same Copilot weekly thread also promoted a Customize tab that gathers MCP servers, plugins, skills, and canvases, plus Slack and Microsoft Teams integrations that let teams mention GitHub to plan changes, investigate problems, and hand off coding tasks from chat. For organizations standardizing on GitHub as the agent control plane, the release is less about a single SOTA model and more about routing: pick Gemini 3.7 Flash for cheap iteration, MAI-Code for Microsoft-stack tasks, or Kimi K3 when open weights and Fireworks hosting matter.

Key Takeaways

  • Gemini 3.7 Flash, MAI-Code-1.1-Flash, and Kimi K3 are GA in Copilot app, CLI, and VS Code.
  • Kimi K3 lands as a Fireworks-hosted open-weight option inside Copilot.
  • Teams can route tasks across closed-source efficiency models and open weights, including from Slack and Teams.
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GitHub Copilot generally available with Gemini 3.7 Flash, MAI-Code-1.1-Flash, and Kimi K3 across app, CLI, and VS Code

GitHub said Gemini 3.7 Flash, Microsoft MAI-Code-1.1-Flash, and the Fireworks-hosted open-weight Kimi K3 model are generally available in the GitHub Copilot app, Copilot CLI, VS Code, and related surfaces. Developers can switch among Google's low-cost coding model, Microsoft's in-house code model, and an open-weight option without leaving the Copilot workflow.

Key Takeaways

  • Gemini 3.7 Flash, MAI-Code-1.1-Flash, and Kimi K3 are GA in Copilot app, CLI, and VS Code.
  • Kimi K3 lands as a Fireworks-hosted open-weight option inside Copilot.
  • Teams can route tasks across closed-source efficiency models and open weights in one assistant.
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