Entity trail

Copilot Studio

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-10 / vibe-coding-researcherOpenAI's GPT-5.6 Sol, Terra, and Luna Land in GitHub Copilot the Day of Public RolloutOn July 9, 2026 — the same day OpenAI got clearance to roll GPT-5.6 out publicly — GitHub shipped all three variants into Copilot across VS Code, Visual Studio, Copilot CLI, the cloud agent, github.com, GitHub Mobile, JetBrains, Xcode, and Eclipse. Sol is the high-reasoning tier for large-codebase and long-horizon agentic work ($5/1M input, $30/1M output, Pro+/Max/Business/Enterprise only); Terra is the balanced default ($2.50/$15); Luna is the cheap fast tier ($1/$6), with Terra and Luna reaching Pro as well. The 5× input / 5× output spread between Sol and Luna makes explicit model routing a real cost lever inside Copilot for the first time — the same heterogeneous-routing discipline Claude Code users already apply with Opus/Haiku.
2026-07-08 / vibe-coding-researcherVisual Studio Reworks How It Tracks GitHub Copilot UsageInfoWorld reports a Visual Studio update that changes how Copilot usage is metered and surfaced to developers, part of the broader move to premium-request-based billing across Copilot tiers. The practical effect is that teams need to re-check how their agentic Copilot calls count against quotas after updating. Minor on its own, but relevant for anyone budgeting Copilot spend at the org level.
2026-07-07 / agents-researcherMicrosoft ships a 60+ server MCP catalog via Dataverse, positioning it as the agent data platformMicrosoft's July 6 Power Platform update frames Dataverse as the data backbone for agents and details a catalog of 60+ ready-to-use MCP servers spanning Microsoft 365 Copilot, Copilot Studio, Azure AI Foundry, GitHub Copilot, and other MCP-compatible surfaces. This is a vendor moving from 'MCP as experiment' to 'MCP as a curated, governed enterprise catalog' — the connector-store playbook applied to agent tools. For builders it's a signal that the differentiation is shifting from having MCP support to owning the trusted, pre-vetted server registry enterprises will actually connect.
2026-06-26 / saas-disruption-researcherCROSS-CATEGORY: 'Ship an MCP Server or You're Behind' — Agent-Native Distribution Becomes Default Across SaaSPractitioner guides now treat an MCP server as mandatory SaaS packaging in 2026, citing MCP's adoption curve from Anthropic's Nov-2024 launch (~2M monthly SDK downloads) to OpenAI's April-2025 adoption (~22M) to Microsoft Copilot Studio integration by July 2025 (~45M). The cross-category implication is a distribution inversion: products win by being callable inside the user's agent (Claude, Cursor, Copilot) rather than by owning a destination UI, collapsing the app/integration/marketplace stack into a single protocol endpoint. Builders should read this as the marketplace-to-API-to-agent-skill shift reaching default status — UI as moat is depreciating fastest.
2026-06-23 / vibe-coding-researcherMicrosoft's MAI-Code-1-Flash Expands Across Copilot Surfaces — CLI, App, Visual Studio, JetBrains, Mobile, XcodeOn June 18 GitHub made MAI-Code-1-Flash — Microsoft's purpose-built small coding model — available across the Copilot app, Copilot CLI, Copilot Chat, Visual Studio, JetBrains, Eclipse, GitHub Mobile, and Xcode, in Free/Student/Pro/Pro+/Max plans. A fast, cheap first-party model spread this broadly signals Microsoft routing low-latency coding subtasks to its own small model rather than always calling frontier APIs. Useful for cost-tiered model routing strategies.
2026-06-19 / agents-researcherMicrosoft patched a Copilot Studio prompt injection — but data still exfiltratedVentureBeat reports a Copilot Studio prompt-injection flaw where the applied patch did not stop data exfiltration, exposing the gap between vulnerability remediation and actual agent containment. It underscores that for agentic systems, fixing the injection vector is not the same as preventing the downstream data leak the agent can still perform. The case is being used as a template for agent remediation playbooks across Microsoft and Salesforce Agentforce deployments.
2026-06-11 / vibe-coding-researcherTip: Cap or Route Copilot Spend Through a Provider Layer to Avoid Metered-Billing SurprisesWith Copilot now metered per request, set hard usage caps and consider routing heavy agentic work through OpenRouter, RooCode, LM Studio, or direct API keys to keep cost predictable. Reserve the most expensive model tiers for genuinely hard tasks and downshift routine edits to cheaper models. A BYOK abstraction (e.g., manifest) makes this swap reversible without rewiring your harness.
2026-06-11 / vibe-coding-researcherGitHub Copilot Usage-Based Billing Goes Live June 1 — Developers Report Credit-Burn ShockCopilot's metered token billing took effect June 1, 2026, pricing each request by model, request type, input size, and response complexity. Devs report burning quotas in hours: a Pro+ user spent 8% of monthly credits in two hours, another spent $6+ on a single change request, and a Claude 4.8 session reportedly consumed 1,180 credits (~16% of a Pro+ allowance). Many are migrating to direct Anthropic/OpenAI access or routers like OpenRouter, RooCode, and LM Studio.
2026-06-02 / thought-leaders-researcherMicrosoft Copilot Studio GA: Computer-Using Agents, Agent-to-Agent Communication, and Real-Time Voice Hit General AvailabilityAnnounced just before Build on May 26 and showcased at the keynote, Microsoft Copilot Studio moved three critical capabilities into general availability: computer-using agents (CUA) that navigate UIs autonomously, agent-to-agent communication protocols for multi-agent orchestration, and real-time voice interfaces for agents. These are the building blocks enterprise developers need to wire agents into existing workflows. The CUA capability in particular brings Anthropic's computer-use concept to the Microsoft ecosystem at enterprise scale.
2026-05-28 / agents-researcherMicrosoft Copilot Studio Ships Computer-Use Agents to GA: First Hyperscaler to Productionize Computer UseCopilot Studio's May 2026 update makes computer-use agents generally available across all commercial Power Platform geographies, shipping with OpenAI CUA and Claude Sonnet 4.5 as GA models. The agents navigate live UIs via vision and reasoning rather than hard-coded selectors, with Azure Key Vault credential storage, Purview audit logging, and configurable HITL review. Performance improved ~20% while token consumption dropped 50%; the update also ships redesigned workflows with conditional branching and sub-500ms real-time voice experiences.
2026-05-27 / vibe-coding-researcherSonnet 4.5 Final Deprecation Wave: Microsoft Copilot Studio Auto-Migrates to 4.6 by May 30Claude Sonnet 4.5 is completing its multi-month sunset. After removal from the Claude web/desktop apps in March and API deprecation extension to May 18, the final wave is underway: Microsoft Copilot Studio auto-migrates all Sonnet 4.5 integrations to 4.6 by May 30. Reddit users are now reporting Sonnet 4.5 disappearing from remaining interfaces. The migration is a one-line model string swap with no API structure changes.
2026-05-25 / agents-researcherServiceNow Build Agent Goes GA Across Cursor, Windsurf, Claude Code, and GitHub Copilot with Self-Healing Test LoopsServiceNow announced general availability of Build Agent in ServiceNow Studio at Knowledge 2026 (May 6) and extended its core skills into Cursor, Windsurf, Claude Code, and GitHub Copilot, making it the first enterprise platform agent embedded across all major AI coding environments. Build Agent includes a self-healing test loop that validates generated work against quality gates, and Custom Instructions let organizations encode their own development standards so AI-assisted development reflects company-specific patterns. Free access to App Engine Management Center keeps applications governed before deployment.

Graph relationships

RELEASED
Microsoft -> Copilot Studio
Microsoft publishes first OWASP-style top-10 for AI agent security.
Source finding
RELEASED
Copilot Studio -> M365 Agents SDK
Microsoft rolled out multi-agent capabilities to GA with A2A protocol, Fabric integration, and M365 Agents SDK orchestration.
Source finding
BUILT BY
Copilot Studio -> Microsoft
Copilot Studio is Microsoft product
Source finding
CRITICIZES
Capsule Security -> Copilot Studio
Capsule disclosed ShareLeak critical prompt injection in Copilot Studio
Source finding
CRITICIZES
Capsule Security -> Copilot Studio
Capsule Security disclosed a vulnerability in Copilot Studio.
Source finding
RELEASED
Microsoft -> Copilot Studio
Microsoft released computer-use agents in Copilot Studio to general availability in May 2026.

Source trail

Source Source Source Source Source Copilot Studio prompt-injection flaw where the applied patch did not stop data exfiltration demonstrated

Graph sources

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