What inspired me to build CTRON Loop was watching myself, and almost everyone around me, use AI the same way we use a search engine, asking a question, getting an answer, closing the tab, and starting again the next day as though nothing from before had happened. But real work does not actually happen that way. I had been building across a few different projects, a healthcare staffing platform, a home services marketplace, and a fintech idea, and in every case the AI itself was rarely the hardest part. The harder part was everything around it, getting the right task to the right model, keeping context alive, remembering what the business actually does, and not starting from blank every morning as if we had never spoken before. That frustration is where CTRON Loop came from. At first I thought the answer was simply better prompts and smarter routing between models, but the more I built, the more I realised the deeper gap was continuity. AI should not behave like a stranger every time you open a new tab. For repeated work, it should feel more like a colleague who has actually been paying attention. That shift led to the core idea behind CTRON Loop, which is turning repeated AI tasks into reusable workflows. You upload your sources, run a task, save the process as a Loop, and reuse it later with new files, and the aim is to reduce repeated context, wasted tokens, prompt debugging, and the feeling of rebuilding the same workflow again and again. I also wanted people to stay in control of the models they trust, so CTRON Loop supports bringing your own keys for providers like OpenAI, Anthropic, and Perplexity. The goal is not to sell another AI model. The goal is to build the workflow layer that makes the models people already use more useful day to day. It is still early, but I would love feedback from anyone using AI for reports, dashboards, research, compliance, operations, client work, or any task that keeps coming back, and I am happy to answer anything about how it works, what is under the hood, or where I am taking it next.

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Maker

📌

9h ago

Love that it works off your own knowledge, super relevant for client work. One thing I'm wondering though, how does it actually handle updating when the source docs or notes change? Curious if I have to manually re-feed stuff or if it picks up edits on its own.

15m ago

CTRON Loop

Turn repeated AI tasks into reusable workflows

Turn repeated AI tasks into reusable workflows