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Course notes and examples from The Perl & Raku Conference 2026. The examples being with a simple time-string service, extending it from current time through user time, timezone handling, and multiple times. Further examples are a basic local git and remote GitLab MCP, an MCP registry, and a basic Pull Request handler. All examples are on separate branches.

Persistent semantic memory system for OpenCode sessions - MCP server with hybrid FTS/vector search

[mirror] A self-hosted AI platform — inference, tool use, browser automation, image generation, speech synthesis, transcription, object storage, agentic code execution, and more — behind a single OpenAI-compatible endpoint. One docker-compose up.

ADHD-friendly productivity app: brain-dump tasks, let AI break them into tiny steps, schedule to your calendar, focus with a Pomodoro style visual timer, and earn rewards & streaks.

Your very own Assistant. Because you deserve it.

[mirror] Welcome to the digital thunderdome, you keyboard-smashing lunatics! This ain't your grandma's chatbot – it's a CLI-powered, LLM-fueled beast! And guess what? It also supports Telegram integration right out of the box. Get ready to unleash the madness!

[mirror] Qwen3-TTS over SSH. Pick a voice, clone a voice, design a voice - all through a YAML config piped via stdin. Models run locally, no API keys, no cloud bullshit.

[mirror] Claude Code in Docker. Drop-in OpenAI-compatible API, MCP server, Telegram bot, and CLI — five interfaces, one image. Persistent sessions, file ops, always-on skill injection, and a full dev toolchain (Go, Python, Node, K8s, Terraform, databases) or a minimal image with just the basics.

SYSTEMIC AI FABRIC is a modular AGPL-3.0+ specification framework for designing and compiling regional AI systems. It enables jurisdictions to build AI infrastructure that is shaped by local conditions such as industry strengths, geography, regulation, and resource constraints. Rather than relying on universal models, the framework treats intelligence as a system that is generated, governed, and evolved within regional “natural labs,” producing adaptable and transparent AI architectures tailored to real-world environments. https://roxanneardary.com/systemic-ai-fabric/

Real-time system monitor that explains WHY your PC is slow, not just that it's slow. Built over 800 hours on a 94°C laptop. Open source, MIT licensed. HCK_Labs - Marcin Firmuga

AI runtime as KDE plasma widget

The open knowledge agent — codice del prodotto (Apache-2.0).

Herding the web. Web AI agent manager that supports stuff like AI driven testing and reactive AI manged workflows.

NeuroText is an open source AI-powered platform that lets you build, collaborate, and execute projects through any messaging service — including SMS, WhatsApp, iMessage, Signal, Telegram, Slack, and Discord. It turns natural language prompts into code, apps, scripts, and projects instantly. With AI-assisted coding, multi-platform integration, collaborative tools, secure execution, and extensibility through plugins, NeuroText makes coding accessible, interactive, and conversational. https://roxanneardary.com/neurotext/

NarrativeLayer is an open-source system that transforms RSS feeds into structured, AI-enhanced discussion threads, combining a traditional feed view with an engagement-ranked forum where content evolves through comments, summaries, and semantic linking. https://roxanneardary.com/narrativelayer/

PrivyKey is an open-source, privacy-first authentication app that generates and manages secure two-factor authentication (2FA) codes using fully encrypted, local-only storage. Built with a modular, zero-knowledge architecture, it ensures that users retain complete control over their authentication secrets while maintaining strong protection against breaches, phishing, and unauthorized access. https://roxanneardary.com/privykey/

PantryPal is an open-source, AI-powered kitchen operating system that connects recipes, pantry inventory, and intelligent shopping into one unified platform. Users can discover and remix community recipes, track ingredients through text, voice, or image input, and use AI to instantly suggest meals based on what they already have. PantryPal also generates smart shopping lists, finds the best local prices, and helps reduce food waste through predictive inventory tracking and meal planning. https://roxanneardary.com/pantrypal/

Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

OriginSeal is an open-source AGPL 3.0+ provenance infrastructure platform for AI systems built around MCP (Model Context Protocol). It preserves attribution, lineage, and identity across AI-generated content, tools, and workflows, ensuring that every output can be traced back through a verifiable history of transformations. https://roxanneardary.com/originseal/

Model Verification Layer is a modular system for evaluating, comparing, and validating the behavior of large language models using structured benchmarks, logic consistency checks, cross-model consensus analysis, and policy-aware constraints. It provides a transparent framework for understanding how different AI models perform under identical conditions, enabling more reliable model selection, safer deployment, and user-adaptive decision making. https://roxanneardary.com/model-verification-layer/