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docs: enhance README with 1.0 features and improved structure#5534

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chetantoshniwal wants to merge 7 commits intomainfrom
feature/improve-readme
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docs: enhance README with 1.0 features and improved structure#5534
chetantoshniwal wants to merge 7 commits intomainfrom
feature/improve-readme

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Summary

This PR improves the main README to better communicate Microsoft Agent Framework's capabilities,
streamline navigation, and reduce redundancy.

Changes

Structure & Navigation

  • Added Table of Contents with anchor links for all major sections
  • Moved Key Features section immediately after "Is this the right framework?" — so readers see capabilities at the decision point
  • Reordered sections for logical flow: Install → Learning Resources → Quickstart → Samples → Community
  • Renamed "Documentation" heading to Learning Resources to better reflect mixed content (tutorials, guides, migrations)

Content Improvements

  • Renamed "Highlights" to ✨ Key Features and promoted it as a top-level section
  • Added new feature callouts for 1.0 launch:
    • Orchestration Patterns & Workflows — sequential, concurrent, handoff, group collaboration
    • Foundry Hosted Agents — deploy with 2 additional lines of code
    • Agent Skills — multi-source domain knowledge bases
    • AF Labs — experimental features including CodeAct, Agent Lightning, GAIA/TAU2
  • Rewrote Community & Feedback section with clear action items and GitHub star badge
  • Replaced Environment Variables table with a note pointing to sample-specific READMEs

Fixes

  • Fixed Quickstart heading typography (Unicode minus → regular hyphen) for working anchor links
  • Updated TOC Quickstart entry with Python and .NET subsection links

- Add GitHub star badge button for easier community engagement
- Reorganize highlights to emphasize Foundry Hosted Agents, Agent Skills, and Orchestration Patterns
- Add CodeAct callout in AF Labs experimental features
- Improve Community & Feedback section with clearer call-to-action structure
- Add Table of Contents for better navigation
- Fix 'quickstar' typo to 'quickstart'
- Reorder sections for improved readability (docs before code examples)
Copilot AI review requested due to automatic review settings April 28, 2026 06:23
@moonbox3 moonbox3 added the documentation Improvements or additions to documentation label Apr 28, 2026
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Pull request overview

Updates the repository’s main README to better communicate Microsoft Agent Framework’s production-focused capabilities, improve navigation, and refresh 1.0-era feature messaging for both Python and .NET audiences.

Changes:

  • Adds a new “Is this the right framework for you?” section and promotes “✨ Key Features” earlier in the README.
  • Introduces a Table of Contents and reorganizes sections for a clearer learning path.
  • Refreshes Quickstart and Community sections; replaces the environment variables table with pointers to sample-specific READMEs.

Comment thread README.md Outdated
Comment thread README.md Outdated
Comment thread README.md
Comment thread README.md
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Automated Code Review

Reviewers: 4 | Confidence: 84% | Result: All clear

Reviewed: Correctness, Security Reliability, Test Coverage, Design Approach


Automated review by chetantoshniwal's agents

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Agent-Logs-Url: https://github.com/microsoft/agent-framework/sessions/a035ce2c-e2e0-4b8d-b340-550704220975

Co-authored-by: chetantoshniwal <255221507+chetantoshniwal@users.noreply.github.com>
Comment thread README.md Outdated
Comment thread README.md Outdated
chetantoshniwal and others added 2 commits April 28, 2026 17:17
Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>
Comment thread README.md
- care about durability, restartability, observability, governance, or human-in-the-loop control,
- need provider flexibility so your architecture can evolve without major rewrites.

If your scope is limited to experimentation or simple single-prompt chatbots,
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I don't think we need this line, it's implied by the 'strong fit' section. Also, it will be more nuanced with the harness features

Comment thread README.md
Microsoft Agent Framework (MAF) is an open, multi-language framework for building **production-grade AI agents and multi-agent workflows** in **.NET and Python**.

It is designed for teams moving beyond prototypes who need:
- a consistent agent programming model with tools, middleware, and provider flexibility,
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This content is duplicated below (Key Features), I think we only need it once, and I think I like the later section better

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