Aeoncore - The Roadmap to 2.0

I’ve spent the last few days talking about Aeoncore. I explained why I started building, outlined the core features, and detailed the tech architecture. Yesterday, I shared the journey from 0 to 1.

I’m proud of where we are, but looking back only tells half the story. The real interest lies in what comes next. Here is the roadmap for the next evolution of Aeoncore: moving from a stable foundation to a unified ecosystem.

1. Closing the Creative Loop: The Tau/Ceti Unified Pipeline

Right now, Aeoncore has two powerful but separate "brains." Tau handles text, reasoning, and document analysis through a simple chatbot interface. Ceti acts as the artist, running high-end image generation. Currently, they don’t talk to each other; you use one for words and a technical interface for images.

The Vision: In 2.0, we are unifying these pipelines. A user can simply ask Tau to "draw a cyberpunk forest." Tau will understand the intent, coordinate with Ceti in the background, and deliver the image directly in the chat window.

Why it Matters: While big cloud providers offer this for a fee, we are building it for free on our own silicon. This update is specifically for my daughter – giving her a safe, powerful sandbox to explore her artistic interests without the "subscription tax" or privacy trade-offs of cloud-based tools.

2. Search: Don't Take It For Granted

Most local AI models have a "knowledge cutoff" – if you ask about events from this morning, they can't help. While cloud AIs can browse the web, local tools often require the user to manually toggle search functions.

The Vision: Tau models will soon infer when current data is needed and perform a search autonomously. To ensure accuracy, the AI will provide source citations and links, increasing confidence in the output and allowing the user to verify the "facts" themselves.

Why it Matters: This is table stakes for a modern assistant. It moves the platform from a static encyclopedia to a dynamic research partner that can stay current with the world.

3. Intellectual Compound Interest: Obsidian Integration

I manage my documentation and private notes in Obsidian. Currently, if I want an AI to help me find connections in my data, I have to manually "feed" it those files or pay a provider to index them.

The Vision: We are building a bridge between private notes and private AI. By pointing an Obsidian plugin at the Tau API, we can automate documentation and search a personal knowledge base without a single byte of data leaving the server.

Why it Matters: It’s about removing friction. When the AI knows what I know, it turns a static notebook into a living collaborator that helps find "the needle in the haystack" at zero cost per query.

4. From Chatbot to Assistant: The Agentic Framework

Currently, Aeoncore is reactive: I ask, it answers. In 2.0, we move toward autonomy – tools that can perform multi-step tasks on their own.

The Vision: Imagine an agent that wakes up, scrapes job boards for roles matching specific criteria, and presents a "Yes/No" list. For every "Yes," it drafts a tailored cover letter based on a resume stored in the system's notes.

Why it Matters: This is the "Force Multiplier" phase. By letting the AI handle the mundane, repetitive "prep work," the human user can focus their energy on high-level decision-making.

The Unseen Foundation: Platform Reliability & Governance

A smart house is useless if the foundation is sinking. To support these new capabilities, we are overhauling the backend:

• Proxmox Backup Server (PBS): We’re moving to a dedicated backup node. This allows for frequent, "incremental" backups – saving only what changed. If the primary hardware fails, the system is resilient and recoverable in minutes.
• Data Governance & Security: As we integrate more personal data, security is paramount. We are establishing a formal governance model – a set of rules and standards to audit permissions and verify that data is only accessible to those who need it.
• The Homepage Portal: We’re launching a unified "Front Door" at homepage.aeoncore.net. This creates a frictionless experience for the family, allowing them to use the power of the server without needing to understand the underlying ports or IP addresses.

The Road Ahead: The Economics of Autonomy

Aeoncore 1.0 was about establishing baseline capability. It is well-designed, stable, and operational – but it is a "Minimum Viable Product."

Aeoncore 2.0 is the evolution. We aren't just adding "more power" for the sake of it; we are taking the tools we’ve already built and connecting them thoughtfully. Beyond the technical challenge, there is a clear economic driver. By building a platform that is "good enough" to replace commercial subscriptions, I can save our household $40/month while extending enterprise-grade AI capabilities to my entire family at the cost of a few cents of electricity.

We are refining the experience to be more intuitive, more stable, and easier to manage. The blueprint is set, and the foundation is ready for what comes next.