Improve homepage, use cases, features, and templates

[ashpreetbedi]

Summary

• preserve the current homepage introduction, AgentOS setup prompt, and compact Get started links
• add focused feature pages for Agent Evaluation and the AgentOS Control Plane
• strengthen the remaining Feature pages around the team they serve, the production problem they solve, and the AgentOS behavior behind each capability
• prioritize Product Copilots & Agents, Workflow Automation, and Data Labeling & Classification in the use-case navigation
• frame each use case around the team it serves, the work that matters, and the Agno capabilities that support it
• rename Knowledge Assistants to Knowledge Agents
• add a source-backed Image Search guide and update the quality review pipeline to the current Workflow implementation
• tighten the Data & Analytics, Deep Research, Document Processing, Customer Support, Knowledge Agents, and Coding Agents guides
• rewrite the Control Plane feature page around running, tracing, improving, and operating AgentOS systems
• reorder the Agent Platform journey so developers evaluate before deployment, then align setup, evals, Railway, MCP, authorization, and coding-agent skills with the current starter
• rewrite the AgentOS onboarding journey from the introduction through local execution, connection, Control Plane operations, runtime setup, and security
• overhaul Templates so developers can choose between application templates and cloud starters, understand the team each app serves, and deploy with provider-specific security and topology guidance
• align the Agno CLI pages with current discovery, OAuth, service-account, and client configuration behavior

Why

Use cases are a primary entry point for developers evaluating Agno. The navigation now leads with the product, workflow, and data-labeling paths where Agno has the clearest implementation story.

Each priority use case now identifies its target team, explains why the work matters, and names the Agno capabilities that make the implementation practical before moving into code.

The Feature pages now connect each capability to a concrete engineering or operational need. The Agent Platform guide follows a more useful development path from local setup through creation, improvement, evals, deployment, and ongoing operation.

The AgentOS Get Started flow now begins with a minimal runtime, proves it with a direct API request, explains how to connect and operate it, and separates runtime configuration from authentication and data isolation decisions.

The Templates section now helps developers choose a starting point before asking them to deploy. Application templates lead with the product and team they serve. Starter guides explain the real infrastructure, security, secret handling, and operating constraints for each provider.

Impact

Developers can identify the right Agno pattern earlier, understand why each platform capability matters, choose a suitable template, and follow a source-backed path from a local agent to a deployed and evaluated AgentOS system.

This is a documentation-only change. It does not change Agno runtime behavior or APIs.

Validation

• verified changed APIs and behavior against Agno v2.7.2 at 81f50c2389e9710a3aab9fdd298a7215c264b986
• verified the Agent Platform workflow against the current agno-agi/agentos-railway starter
• verified each application template and deployment guide against its current source repository
• verified the 80+ endpoint claim against the v2.7.2 OpenAPI specification
• completed source-first convergence reviews of the final AgentOS and Templates pages with zero substantive findings
• ran python3 scripts/inventory/run_all.py
• ran python3 scripts/check_install_coverage.py
• ran python3 scripts/examples_sync/plan.py
• ran python3 scripts/examples_sync/check_integrity.py
• ran mint broken-links
• ran mint validate
• ran git diff --check
• reviewed the homepage, use cases, Feature pages, Agent Platform journey, AgentOS onboarding, Templates landing page, application templates, Kubernetes guide, AWS reference, and CLI guide in the rendered Mintlify preview

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Project	Status	Preview	Updated (UTC)
agno	🟢 Ready	View Preview	Jul 19, 2026, 8:19 AM

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