Saturday, August 08, 2026

Copilot Studio Harness Explained: Types, Examples, and What Each One Costs in Copilot Credits

Every agent you build in Microsoft Copilot Studio runs on a harness — and picking the right one is now a first-order architecture decision, not an afterthought. Here's a complete breakdown of what harnesses are, the three types available, and exactly how each one hits your Copilot Credits.

What Is a Harness?

You design the agent — the tools, knowledge, actions, and workflows. The AI model supplies the reasoning and generation. The harness is the runtime that sits in between: it decides when to call the model, what to send it, how to interpret what comes back, and which tool to fire next. It's invisible in the UI, but it's the thing quietly deciding how "smart" your agent actually feels — and how it gets billed.

The Three Harness Types

Standard Harness

Rule-based agents that follow the topics, conversation paths, and branching logic you explicitly define. No dynamic planning — it executes the exact structure you built.

Example: An IT onboarding agent that routes a laptop request through a fixed approval-then-provisioning flow.

Copilot Chat Harness

Built for extending Microsoft 365 Copilot itself with your organization's own knowledge, rather than standing up a separate agent.

Example: An employee onboarding assistant inside Copilot Chat that answers questions grounded in your SharePoint content.

GitHub Copilot Harness (the new one — GA August 3, 2026)

The most capable of the three. Natural-language-first authoring, deep reasoning, planning, and multi-step tool execution across files, systems, and other agents — the same engine behind Copilot Cowork and the GitHub Copilot coding agent. 

Example: An accounts-payable agent that reads incoming invoices, matches them against purchase orders, and routes exceptions for human approval — a long, multi-step process with ambiguous decision points that the Standard harness would struggle to script.

Quick pick rule: scripted and predictable → Standard. Layering AI onto Microsoft 365 Copilot → Copilot Chat. Messy, multi-step, needs reasoning and adaptation → GitHub Copilot harness. One catch either way — agents built on one harness can't be moved to another.

Harness vs. Copilot Credits

This is the part worth flagging to finance and governance before you scale adoption. Per Microsoft's Copilot Credits Guide (August 2026):

  • Standard Harness — billed through Copilot Credits, but usage is generally lower and more predictable since it's just executing pre-built flows
  • Copilot Chat Harness — billed through Copilot Credits, though rates don't apply to Microsoft 365 Copilot users in authenticated B2E scenarios
  • GitHub Copilot Harness — billed in two stages: Creation (authoring, preview, evaluation) and Runtime (every task execution)

For the GitHub Copilot harness specifically, runtime cost is driven by four factors: 

  • Models — which AI model is used, chosen for the quality/speed/cost the task demands
  • Runtime — the managed cloud orchestration keeping the agent working, including long-running tasks
  • Context — understanding of people, roles, and collaboration patterns drawn from emails, files, and meetings
  • Tools — the actual actions taken: sending emails, updating documents, scheduling, and more

One thing that costs nothing: manual configuration work in the Build and Monitor tabs. Only LLM-powered authoring and actual agent execution draw from your credit pool.

Buying Copilot Credits

  • Pay-as-you-go: $0.01/credit, billed in arrears at month-end, no upfront commitment
  • Pre-Purchase Plan (P3): one-year upfront purchase with volume discounts — starting at 5% off for 300K credits, scaling up to 20% off at 300M credits

Credits pool at the tenant level across all Copilot Credit–powered experiences (Cowork, Work IQ APIs, Copilot Studio, Business Applications), so usage across the org draws from one shared balance.

The Bottom Line

Microsoft isn't just shipping a feature here — it's signaling where Copilot Studio is headed: fewer rigid flowcharts, more goal-driven agents that plan, adapt, and recover mid-task. The harness you choose shapes what your agent can do; the credit model behind it shapes what it costs. Model both before you commit to scaling an agent org-wide.

Read here to know more: Choose a harness – Microsoft Copilot Studio

Also review: Introducing a new harness for Copilot Studio

Watch here: Inside the new agent and workflow harness | Copilot Studio Updates August 2026

Full pricing detail: Microsoft Copilot Credits Guide – August 2026 (PDF)

Stay tuned for more updates...


Sunday, August 02, 2026

Microsoft Frontier Transformation Week: Turn AI Strategy Into Action

AI strategy is one thing — deploying it at scale is another. Microsoft's next big virtual event is built to bridge exactly that gap. 


Microsoft Frontier Transformation Week is a global digital event designed for anyone taking AI from potential to production — with real-world demos, expert insights, and practical next steps. It runs across multiple regions, each on its own dates, so you can register for the one that fits your time zone

  • Americas: August 11–14, 2026
  • Asia/APAC: August 18–21, 2026
  • China (Simplified Chinese): August 18–21, 2026
  • EMEA: September 14–17, 2026

There's something for every role:

  • Decision-makers — walk away with a strategy, not just a story: how to articulate your organization's AI maturity, what successful Frontier Transformation looks like in your region, and the building blocks for success
  • Practitioners — go from knowing what agents can do to knowing how to deploy and optimize them, with real demos and technical best practices across Microsoft's products and solutions
  • Developers — get the tools and learning to build something yourself, including highlights from Microsoft Build and new innovations to support your next project
  • Small and midsize businesses — get a clear path to turning AI into business impact, with right-sized approaches and practical steps to deploy your first AI agents

Why it matters: this isn't another vision keynote — it's positioned as the bridge from AI strategy to deployable know-how, with role-based tracks and local context for your region. 

Register for your region:

Microsoft's AI-Era Security Push: New Vision, New Platform, New Assessment, New Skills

AI is changing the physics of cybersecurity — and Microsoft just moved on four fronts at once: a new strategic vision, a new agentic security platform, an upgraded assessment tool, and a skilling series to build AI-specific defense skills. Here's the roundup. 

The Vision: Rethinking Security for the Age of AI

Microsoft Security EVP Hayete Gallot laid out why the old security playbook won't survive the AI era. Autonomous systems can now reason, adapt, and operate continuously — and attackers are moving at machine speed too. Microsoft's answer: a new "cyber stack," introduced as Project Perception, designed to continuously perceive risk across the entire digital estate, reason across massive context, and act at machine speed. 

Read more: Rethinking Security for the Age of AI

The Platform: Project Perception Enters Public Preview

The vision now has a name and a launch date. Project Perception is Microsoft's new agentic security platform — a workforce of specialized AI agents that reason over your security data, tools, and workflows to expose gaps, investigate threats, and remediate them continuously. It enters public preview on August 3, 2026, launching first inside Microsoft Defender. 🤖

  • Red agents find potential attack paths and vulnerabilities before they're exploited
  • Blue agents investigate findings and determine what represents real risk
  • Green agents take corrective action and strengthen defenses
  • Humans stay in control of every critical decision — this is agentic, not autonomous

Read more: Project Perception | Microsoft Security

The Assessment: Zero Trust Assessment Now Covers AI

Talk is one thing — measuring where you actually stand is another. The Zero Trust Assessment automates hundreds of security configuration checks across your tenant, aligned with the Secure Future Initiative and Zero Trust pillars — and it now spans seven pillars, including Infrastructure, Security Operations, and AI.

  • Connects to your Microsoft Entra tenant for an automated posture check
  • Guides you through prioritized, actionable remediation steps
  • Newly revamped Overview page for aggregated risk insights

Read more: Zero Trust Assessment Overview

The Skills: AI Red Team 101 Training Series

Once you know the risks and your posture, it's time to build the muscle. Microsoft's AI Red Team 101 is a modular training series covering generative AI vulnerabilities, attack techniques, and defenses — straight from lessons learned red-teaming 100+ generative AI products. 🎯

  • Prompt injection (direct and indirect) with real-world case studies
  • Single-turn and multi-turn attack techniques (like Skeleton Key and Crescendo)
  • Defensive strategies and Microsoft's spotlighting techniques
  • Automating red teaming at scale with PyRIT, Microsoft's open-source tool

Read more: AI Red Team Training

Stay tuned for more updates...

Microsoft Defender Challenge: Enroll and Complete Soon

Security teams today are defending across identities, endpoints, email, cloud workloads, and now AI environments too. Microsoft just launched a hands-on challenge to help you build exactly those skills. 


The Microsoft Defender Challenge is a free, curated learning experience running July 20 – August 21, 2026, focused on real-world skills across:

  • Microsoft Defender XDR — the latest detection capabilities and unified incident response across identities, endpoints, email, and cloud apps
  • Microsoft Sentinel — workspace architecture, data connectors, analytics rules, and building a mature SIEM/SOAR practice
  • Microsoft Defender for Cloud — investigating, triaging, and responding to alerts across cloud and AI workloads

Who it's for: SOC analysts, security engineers, cloud security practitioners, and any IT pro looking to level up their security chops.

Complete the challenge on Microsoft Learn and submit the official sweepstakes entry form by August 21, 2026 for a chance to win one of 500 certification exam vouchers — 50% off toward:

  • SC-200: Security Operations Analyst
  • SC-500: Cloud and AI Security Engineer Associate

Access here to know more: Microsoft Defender Challenge