AI Coding Live News — Real-Time 𝕏/Twitter Updates & Breakthroughs

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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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Linked Models & Agents:

🤖 github-copilot 🤖 copilot-cli 🌐 github 🌐 Microsoft Azure AI

#GitHub Copilot#Dynamic Workflows#Copilot CLI#Multi agent#Orchestration#public preview#Extensions#/fleet#Autopilot

Satya Nadella@satyanadella·Collected 59d ago

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Microsoft: frontier models power Copilot Autopilots; Project Opal runs multi-hour jobs on Windows 365

Microsoft CEO Satya Nadella says new frontier models are being brought into Copilot so it can move from Q&A and delegated tasks to completing long-running Autopilot jobs over hours or days. Example: an Opal-powered Autopilot on a secure Windows 365 Cloud PC processes a month of trail-cam footage, finding animals, building highlight reels, labeling camera/date/species, cataloging in a spreadsheet, drafting a PowerPoint, and sharing in Teams.

Key Takeaways

Capability: Copilot Autopilots own multi-hour/day end-to-end jobs, not just assistive Q&A.
Runtime: Project Opal Autopilot runs on secure Windows 365 Cloud PCs.
Demo: trail-cam pipeline covers find, reel, label, spreadsheet, PowerPoint, and Teams share.

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Linked Models & Agents:

🤖 GitHub Copilot (Agent Mode / Codex)🌐 Microsoft Azure AI

#Microsoft#Copilot#Autopilots#Project Opal#Windows 365#Satya Nadella#frontier models

GHCopilotLog@GHCopilotLog·Collected 60d ago

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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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Linked Models & Agents:

🤖 GitHub Copilot (Agent Mode / Codex)🌐 github 🌐 Microsoft Azure AI

#GitHub Copilot App#/goal#MCP#Power BI MCP#Autopilot#code review