Coding agentGitHubConfirmed
Story 2 of 14 in the Wednesday 28 October editionGitHub launches Copilot Fusion multi-model orchestrator across Copilot plans
Unveiled at GitHub Universe on 28 October 2026, Copilot Fusion routes prompts across frontier models using single-pass, cascade, and parallel critique patterns across all GitHub Copilot plans.

GitHub launched Copilot Fusion at GitHub Universe on 28 October 2026, replacing static model pickers with a runtime orchestrator across all Copilot plans. For every prompt, Copilot Fusion inspects task signals across reasoning depth, code generation, debugging, and tool calls, then selects both the model family and one of three execution patterns:
- Single: Routes straightforward edits or explanations to one matched model.
- Cascade: Drafts a response with a lower-latency model, runs an automated judge pass, and escalates to a heavier reasoning model only when checks fail.
- Critique: Generates a candidate patch with a primary model while multiple models inspect the diff in parallel for bugs, edge cases, and regressions before synthesising the final revision.
Developers can choose four effort modes: Fusion Standard (which can also dispatch tasks to local models such as MAI Code 1.1 Flash or Qwen3.8 Flash Next in preview), Fusion High, Fusion Max, and Fusion Fast for inline chat in VS Code. On the Artificial Analysis Coding Agent Index, Copilot Fusion Max scored within two points of Claude Code running Opus 5.5 Max while cutting API spend by roughly half and wall-clock task time by 40%. GitHub is offering a 30% promotional discount on Fusion usage through 30 November 2026.
Sources
- PrimaryGitHub Copilot Fusion documentationdocs.github.com
- OfficialGitHub Universe 2026 announcementgithub.blog
- On XGitHub on Xx.com
The rest of the day
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Google DeepMind unveils Gemini 4 Carbon frontier model
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03Coding agentMicrosoft
Microsoft brings the multi-model Copilot harness to Microsoft Foundry
Announced on 28 October 2026, the GitHub-built Copilot harness is now available as a downloadable SDK and a managed cloud service in Microsoft Foundry supporting more than 20 frontier models.
04ProductOpenAI
OpenAI gives ChatGPT Pro and Business subscribers up to $500 in monthly API credits
Starting 28 October 2026, eligible ChatGPT Pro and ChatGPT Business subscribers can claim up to $500 per month in OpenAI API credits from their billing settings to build external apps and agents.
05Open sourceNVIDIA
NVIDIA releases open-weight Nemotron 3.5 Transcribe speech model and Granary v2 pipeline
Published on Hugging Face on 28 October 2026, NVIDIA-Nemotron-3.5-Transcribe-30B-A4B is a 34-billion-parameter hybrid mixture-of-experts speech model that processes up to one hour of audio in a single 65,536-token context window.
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