Tools We Build.
We don't just advise on AI systems, we build the infrastructure that powers them. These open source tools are in active development and openly available. They reflect the same philosophy as our consulting practice: governed, practical, and built for real-business constraints.
All tools are open source and currently in beta.
AIGIS
The AI Governance and Infrastructure Suite. A WordPress plugin that gives organizations a centralized command center for every AI model they deploy, with a formal inventory, version-controlled prompts, a skills repository for reusable agent capabilities, real-time guardrails, cost tracking, incident management, and a full immutable audit trail.
Core Modules
- AI Inventory, a register of every model and agent your organization operates
- Version-controlled prompts moving through Development, Staging, and Production lifecycle stages
- Governance policies with effective dates and automated lapse alerts
- Approved AI workflow documentation with Mermaid diagram support
- Skills repository for reusable agent capabilities, with readiness scoring, lifecycle review, and markdown import/export
- Structured incident log with severity levels, status, and linked audit trail
- Usage tracking with per-department budgets and 80%/100% automated alerts
- Real-time guardrail checks on inputs and outputs via the REST API
- Structured model evaluation with pass/fail scoring and false-negative flagging
- Append-only audit trail with before/after state snapshots, actor identity, and UTC timestamps
Who It's For
Technology, compliance, legal, and operations teams who need structured, auditable AI governance, not just integrations. Especially useful for organizations pursuing ISO/IEC 42001, SOC 2, or GDPR alignment.
Open source under MIT license. Full user manual available. Community contributions welcome.
WP Plugin Dev Toolkit
A collection of scripts, templates, checklists, and prompt files for WordPress plugin development. Drop it into any plugin project, brand new or inherited, to bring immediate structure to the work.
What’s Included
- Profile builder script for consistent display name, slug, and PHP namespace generation
- Structure inspector for inventorying and flagging problems in existing plugin repos
- REST route tester, container log tailer, and environment diagnostics collector
- Plugin brief template for capturing purpose, data model, and scope before generating code
- Scaffold, repair, and security review prompt files for controlled AI coding assistant workflows
- Security baseline, repair checklist, debug checklist, and LLM workflow guidance docs
- Diagnostic mu-plugin for logging shutdown and activation events in local development environments
Who It’s For
WordPress plugin developers, solo or agency, who want consistent structure, a repeatable security baseline, and a controlled workflow for working with an AI coding assistant. Especially useful when inheriting a plugin that has accumulated problems.
Open source under MIT license. Full user manual available. Community contributions welcome.
MarkdownAI for WordPress
A WordPress plugin that converts published content into structured Markdown and provides AI-crawl analytics for publishers, agencies, and SEO teams.
Core Features
- Markdown conversion for published posts, pages, and custom post type content
- Public Markdown API endpoint for crawl access,
GET /wp-json/mdai/v1/markdown/{post_id} - Admin content preview with regenerate action
- Bot interaction tracking with family detection and endpoint/event logging
- Overview analytics dashboard with KPIs, trend chart, and top crawled pages
- Advanced analytics with bot signature metrics and bot family breakdown
- Bot Activity page with filtering, sorting, and CSV export
- Rule-based content suggestions and scoring for optimization
- Export & Reports page with printable client performance report (PDF-ready)
- Optional native PDF download support when the PDF library is bundled
- Weekly email performance summaries with configurable recipient and schedule
- Period-over-period KPI deltas on Overview dashboard
- Manual “Send Test Weekly Report Now” action for instant email validation
- Demo data seeding (90 days) for fast testing and onboarding
Who It's For
Publishers, agencies, and SEO teams who want to make their WordPress content legible to AI crawlers and retrieval systems, and understand exactly how those systems are interacting with their site.
Open source under MIT license. Community contributions welcome. Report issues and request features on GitHub.
Dialogistic Governance Suite
A local-first, modular productivity application designed to help small businesses and teams organize, document, and govern their AI usage.
What It Provides
- Store and version your AI prompts in a unified workspace
- Document and map your AI-powered workflows
- Maintain an internal AI usage policy with version history
- Track and improve how employees are using AI tools
- Build a clear, auditable picture of all your AI usage
The Philosophy
Governance isn't a bureaucratic overhead, it's the foundation of a trustworthy AI practice. This suite exists because most small businesses have no structured way to document why they're using AI, how it's being used, or what guardrails are in place. We built the tool we needed ourselves.
Local-first by design, your data stays on your infrastructure. Open source under MIT license.
Open Source,
Actively Developed.
If you're a developer, contributor, or just someone who wants to shape how these tools evolve, we'd love to hear from you. Star the repos, open an issue, or reach out directly.
Reach Out