API documentation generation
Automatically generate documentation from OpenAPI specs, CLI tools, code annotations, and database schemas with custom directives and builders.
Documentation engineering - Custom Sphinx extensions
Extend Sphinx capabilities with custom extensions that automate documentation generation, integrate with your tools, and enhance the developer experience. Expert-built Python extensions tailored to your workflow.
Extend Sphinx with powerful custom extensions
Automate documentation generation, integrate with your development workflow, and add advanced functionality with custom Sphinx extensions built specifically for your needs.
Advanced content processing
Create custom directives, roles, and transforms that process content dynamically, validate documentation, and enhance the authoring experience.
External system integration
Connect Sphinx with your CI/CD pipelines, version control systems, issue trackers, and other tools for seamless documentation workflows.
Multi-version & multi-site support
Build extensions that manage documentation versions, coordinate multiple sites, and provide unified search across your entire documentation ecosystem.
Sample extensions we can build for you
Auto-generate documentation
Generate API docs from code annotations, CLI help from argparse, and database schema documentation automatically.
CLI reference from argparse
API docs from docstrings
Database schema tables
Configuration options
OpenAPI integrations
Transform OpenAPI specifications into beautiful, interactive documentation with code examples and validation.
REST API endpoints
Schema definitions
Interactive examples
Multi-language samples
llms.txt generation
Generate structured or Markdown exports with source links and product/version identity. Evaluate selected retrieval questions where included.
Structured content export
AI-friendly formatting
Automated updates
Custom filtering
Dynamic content & graphs
Generate charts, diagrams, and dynamic content from data sources, APIs, or external systems.
Mermaid diagrams
PlantUML integration
Data visualizations
Live metrics
Multi-version management
Advanced version handling with automated builds, version selectors, and cross-version linking.
Version dropdown
Automated builds
Legacy redirects
Cross-version search
Content validation
Validate documentation consistency, check links, verify code examples, and enforce style guidelines.
Link checking
Code validation
Style enforcement
Content auditing
External system sync
Sync content with external systems like Jira, GitHub issues, Confluence, or custom databases.
Issue tracker sync
Database content
External API data
Real-time updates
Enhanced search
Advanced search capabilities with faceted search, auto-complete, and intelligent content discovery.
Faceted search
Auto-complete
Search analytics
Content suggestions
Feedback & analytics
Collect user feedback, track page views, analyze user behavior, and generate content insights.
Feedback widgets
Usage analytics
Content scoring
User journey tracking
Internationalization
Advanced i18n support with translation management, locale-specific content, and RTL support.
Translation workflow
Locale switching
RTL text support
Cultural adaptations
Custom directives
Specialized content blocks for your domain like code samples, warnings, interactive demos, and more.
Code playgrounds
Interactive demos
Custom admonitions
Embedded widgets
Publication workflows
Automated publishing pipelines with staging, review processes, and multi-environment deployment.
Staging environments
Review workflows
Automated deployment
Release management
Share the requirement. We assess the extension API, input sources, access, writers, and compatibility requirements before proposing an implementation.
Discuss your custom extension →See our custom Sphinx extensions in action
ScyllaDB
Custom extensions for CLI documentation generation, OpenAPI integration, multi-version support, and automated property table generation across multiple projects.
- CLI docs automation
- OpenAPI integration
- Multi-version support
- Property tables
Voxel51
Sphinx 8 upgrade with custom extensions for advanced search integration, feedback collection, and enhanced developer experience features.
- Sphinx modernization
- Search integration
- Feedback extensions
- Developer UX
Blue Robotics
Multi-language documentation system with custom extensions for automated Python reference generation and version management workflows.
- Multi-language support
- Auto reference docs
- Version workflows
- CI/CD integration
Automate and enhance your Sphinx documentation
Replace defined manual steps with tested transformations or integrations. Work with documentation and engineering owners to agree inputs, failure handling, outputs, and release triggers.
Deep Sphinx expertise
We understand Sphinx internals, the extension API, and Python development patterns that ensure robust, maintainable extensions.
Automation-first approach
Our extensions eliminate manual documentation tasks by generating content from code, APIs, and external systems automatically.
Production-ready solutions
Define error handling, logging, performance targets, and named Sphinx/Python versions in the proposal, then validate those requirements.
Extension development packages
Published amounts are starting investments; timelines are estimates. The proposal names inputs, integrations, compatibility targets, output builders, tests, source handoff, and maintenance responsibilities.
Simple extension
Perfect for straightforward extensions like custom directives, content processors, or basic integrations.
$3,500
~1-2 weeks
- Custom directive or role
- Basic content processing
- Documentation & examples
- Testing & validation
- Installation guide
Advanced extension
Ideal for complex integrations with external APIs, automated content generation, or multi-feature extensions.
$8,000
~3-5 weeks
- Everything in Simple
- API integrations
- Automated content generation
- Advanced configuration
- Performance optimization
Enterprise solution
Comprehensive solution for multiple extensions, custom builders, or complex workflow automation.
Contact us
Flexible timeline
- Everything in Advanced
- Custom builders & themes
- Multi-extension packages
- CI/CD integration
- Team training
- Ongoing maintenance
Documentation teams we have worked with
Commonly asked questions
We assess custom directives, roles, builders, transforms, and integrations for your requirements. The proposal names input formats, access dependencies, behavior, and supported output builders.
Simple extensions typically take 1-2 weeks, while complex integrations can take 4-8 weeks. Timeline depends on the functionality scope, integration complexity, and testing requirements.
Yes! We specialize in integrating Sphinx with external systems like REST APIs, GraphQL endpoints, CI/CD pipelines, version control systems, and custom internal tools.
Extensions include source, usage notes, and tests for the agreed behavior and compatibility targets. Future Sphinx versions and ongoing support can be covered by a separate maintenance agreement.
We separate extension logic from presentation where possible and test against the named Sphinx versions, themes, and output builders. Theme-specific functionality or additional compatibility targets require explicit scope.
Automate your documentation with custom Sphinx extensions
Share the manual step or missing capability, source inputs, and required outputs. We will assess an extension against built-in features and maintained integrations.