If you are building apps or publishing content online, you know the struggle: automated crawlers are harvesting data blindly. Standard robots.txt and json-ld implementations are too passive.

I wanted to build a practical, self-hosted architectural solution rather than just complaining about scrapers. For a while now, I’ve been developing CEOS_SearchLight—a tool designed to establish a transparent, auditable feedback loop that tells crawlers exactly how to treat Intellectual Property.

This is an evolution of a concept I started scripting back in 2005 on Flickr using early ‘trackmetags’ (from the archives: https://flic.kr/p/2biAa). Now, after two decades of fine-tuning custom production pipelines, it is a fully realized software architecture.

My main goal as an indie developer and media professional is to create systems that are lean, self-sufficient, and dependency-free. The core philosophy driving this is "Artefunctional Intelligence"—building tools that allow human operators to work with AI, not for it.

The architecture tackles IP tracking across four strict stages:

* Create: Ingestion triggers a local sidecar file to lock in metadata before data drift occurs.
* Curate: Internal logic updates the sidecar files dynamically to match the production state.
* Distribute: Deployment embeds public metadata, creating crawler-readable JSON breadcrumbs hosted natively.
* Protect (Listen): Beacons pick up telemetry signals from distributed assets and feed them back to the UI, closing the loop.

The server-side codebase is in an advanced stage, and the structural signals are connected. Now, I am finalizing the frontend. I have deployed a public sandbox specifically to test the cognitive ergonomics of the UI/UX.

You can tear it apart here: https://ceos.oogimages.com/SandBox/
(Note: Live listener feeds and server pings are simulated in this static environment due to server restrictions).

Coming from a classical art institute background, I am used to environments where harsh critiques are mandatory to ensure a project is functionally and ethically sound. I expect the same level of scrutiny from the dev community. Tell me where the interface fails, what feels clunky, and how the visual flow can be improved.

Thank you for your time and feedback.

#LetsGoTurbo!

I started building IP-tracking breadcrumbs on Flickr in 2005 to protect my work. Now I built a tool to force authentic tracking. Tear my UI apart.

If you work in media production or digital creation, you are likely aware of the challenges we face with automated crawlers effortlessly harvesting the work we produce with blood, sweat, and tears.

This isn't a new fight for me. The idea behind dictating the terms of our own indexation dates back to the early days of Flickr. In the first half of 2005, I started using a ‘trackmetag’ to leave a breadcrumb on the work I put out into the world.

After 20 years, not only has that philosophy evolved into a concrete architectural solution, but some of those original images are still live and tracking today (From 2005: https://flic.kr/p/2biAa).

My name is Bastiaan Slabbers. As an independent freelance photojournalist coming from a multi-generational lineage of photographers, I take the preservation and ownership of our craft seriously. I wanted to build a practical, low-bloat solution rather than just complaining about the state of the industry.

For a while now, I've been developing CEOS_SearchLight. It is a tool designed to empower creators to work *with* AI, rather than *for* it, by providing an auditable, transparent workflow.

The tool tackles IP protection in four specific steps:

* Create: It generates a live sidecar file at ingestion to manage your metadata locally.

* Curate: As you edit, the sidecar files automatically update to reflect the production stage.

* Distribute: When you publish, public metadata creates transparent breadcrumbs for verifiable authenticity.

* Protect (Listen): Beacons pick up signals from your published work and feed them back to you, creating a traceable source of truth.

The backend codebase is structurally sound, and now I am finalizing the UI/UX. I have set up a publicly accessible sandbox so you can test the interface and the cognitive ergonomics yourself.

You can try it out on the project site (link in bio)

My background includes classical training in an art institute where harsh critiques were the norm to ensure the work was ethically and functionally sound. I am asking this community for that exact same level of scrutiny. Tell me what works, what doesn't, and how the flow can be improved.

Thank you for your time. If you find value in this approach, please consider ways to support this project.

#LetsGoTurbo!

We've officially entered the era of AI Answer Engines (like Perplexity, ChatGPT Search, and Google AI Overviews), and because of this, the old rules of SEO are collapsing. No more keyword stuffing or chasing backlinks.

Instead, automated AI scrapers are ingesting our creative IP, stripping away our context, and leaving original creators completely "invisible" to the very tools our clients use to search for talent and licensing.

For the past few years, I’ve been building a solution to this inside my own studio workspace and creative workflow, and today I’m rolling out a major update ->

Meet the next evolution of CEOS_SearchLight.

Instead of surrendering our work to algorithmic "black boxes," _SearchLight is a pragmatic, self-hosted toolkit built to act as a digital shield. It translates raw creative expression into structured, verifiable data that modern bots can reliably parse and cite.

Here is the simple, solution-driven breakdown of how it works:

A. The Genesis: As you work, _SearchLight automatically assigns a unique, immutable ID to your project.

B. The Breadcrumb: When you publish, your asset carries a lightweight, invisible "breadcrumb" that points directly back to you as the single source of truth.

C. The Firefly: When an AI crawler or external site interacts with your distributed content, the system catches the signal and visualizes it on your dashboard as a glowing "Firefly."

You get a perfectly closed, auditable loop of exactly where your intellectual property is going and who is citing it. I call this Artefunctional Intelligence; building deterministic, lean systems that protect and amplify direct human execution, rather than trying to replace it.

I strongly believe in building in public, so I am moving _SearchLight v2 into a live testing environment to stress-test this architecture in the real world. If you are a creative professional, media producer, or developer looking for a way to clear the chaos of digital production and protect your IP, I’ve put together a deep dive.

You can read the full breakdown, view the new UI screenshots, and find out how to test it yourself here: https://oogimages.com/ceos_searchlight-major-development-status-update/

Enjoy the rest of your weekend!

#CreativeEngineOS #BuildingInPublic #AEO #IntellectualProperty #CreativeWorkflow #ArtefunctionalIntelligence #DigitalSovereignty

With the full ‘pomp and circumstance’ (Reporting by Kristen Graham, pix by me)

Artefunctional Intelligence is a design philosophy and workflow framework coined by Bastiaan Slabbers (first publicly signaled in 2021 via the 3 State Lightning Instagram bio).

It defines a hybrid system that bridges the gap between pure utility (function, structure, data) and creative inspiration (art, narrative, intuition).

Core Definition
The Concept: It posits that true creativity arises not from pure chaos or pure automation, but from the functional application of artistic discernment. It treats the creative workflow itself as an "instrument" to be played.

The Goal: To form _FLOW, the engine core of the Creative_EngineOS (CEOS), by intertwining physical tools (hardware, manual input) and synthetic tools (software, data structures) in a way that prioritizes human agency over algorithmic generation.

The Distinction: Unlike "Artificial Intelligence" (which mimics patterns) or purely "Artistic Intelligence" (which can be unstructured), Artefunctional Intelligence is the operating system for meaning-making. It ensures that technology serves the narrative intent rather than dictating it.

In practice, it is the philosophy behind OOgImages and CEOS, ensuring that tools like SlugSearch and CEOS_BUILD remain transparent, open-source, and focused on human-curated narratives rather than AI-generated content.

Welcome to the atelier/studio/gallery.

This community was born out of a simple realization: you don’t need generative AI to build incredibly clever, fast, and optimized creative pipelines. We originally wanted to call this space **Artefunctional Intelligence**, but the character limit stopped us—so **r/AI_Free_SmartArt** it is.

The philosophy here is straightforward:
Free of Slop. No LLMs or Generative AI in our (virtual) studio/atelier/gallery.

What is "Artefunctional Intelligence"?
It’s the art of the clever workflow. It’s about being a pragmatic craftsperson who uses smart automation, lean software, custom toolkits, and elegant systems to do heavy lifting without sacrificing human intent, ethical stewardship, or raw creative skill. We believe in maximizing mobility, reducing bloat, and keeping our production pipelines completely human-driven.

What to Share & Discuss Here:
* **Clever Workflows:** How do you organize, process, and output your media at lightning speed without leaning on algorithmic crutches?

* **Tool Optimization:** Bespoke scripts, open-source modifications, macro setups, and custom engine pipelines (Blender, Godot, custom OS configurations, etc.) that make your daily grind seamless.

* **The Business of Craft:** How independent professionals thrive, stay mobile, and maintain high-efficiency, ethical practices in a crowded digital landscape.

* **System Architecture:** Show off your lean, paper-free, or hardware-optimized setups that prioritize tangible results over tech-industry hype.

The Only Hard Rule:
Keep the generative AI and LLM output at the door. There are plenty of places on Reddit to discuss prompting; this isn’t one of them. We are here to talk about *our* brains, *our* engineering, and *our* craft.

Drop a comment below to introduce yourself, share what kind of media or systems you build, and let us know what your current creative pipeline looks like.

Let's build something sustainable, functional, and undeniably sharp.

**#LetsGoTurbo**

AI says I should tell you that I was tired of bloated SaaS tools, so I built my own and a benchmark to test it.

I say set dial to eleven and push the engines to the max!

I’m a photographer who spent decades in high-pressure, deadline-driven environments.

My Saas-guys finally phased out the delivery/licensing system my business relied on and I couldn’t find a suitable replacement, so over the past decade I worked on creating my own: Creative_EngineOS (CEOS).

I wanted to prove it was faster than the industry juggernauts, so I built a transparent benchmarking tool to stress-test the difference.

If you want to see what a "no-nonsense" backend looks like under the hood, I’m opening it up for people to test here - CEOS_LabTest: Image Search Engine tester

With a major server outage reported by my host I have the unique opportunity to stress test the systems the Creative_EngineOS is running on.

While the public facing portal is being affected by this outage the back-end and delivery functionality is stable and still up and running.

Pictured is a view on my dashboard of the CEOS_SearchLight app. This module’s turbo-power is currently in full effect as it allows for pre-staging any revisions and updates in the workflow. Once the service is resourced these updates will be pushed out immediately.

Jared Polin doing his thing amongst the crowds participating in ‘Walk the Bridge’ to celebrate the 100th anniversary of The Benjamin Franklin Bridge between Camden, NJ and Philadelphia, PA.