I have no coding at all or computer knowledge besides the basics, including the use of applications like Office. As Medical Microbiologist and Genomicist, I have always evaluated results, design application for infectious disease diagnostic, but I have never done it myself. I have worked with bioinformatics experts following the typical rules and applications available. With Claude Code I started playing with different genomic applications, Bash and Python codes and I have developed 2 pipelines myself that align to our laboratory protocol. Then, I built two webapp to host them and run them locally. They are currently under clinical validation. The need for running and testing more samples through different genomic tools, kind of a genomic tinkering, got me getting home late, and still sitting in my own computer to continue until late night. I started considering how can I use Claude Code as a full professional and personal assistant? I read about OpenClaw and other similar applications, but I wanted a NLP interface, always present, aware of my home network, multitasking and with access to my calendar and emails. So I started building my own. I have created a Claude Code based AI assistant. It is the intelligence and orchestrator, and runs along a deamon with taskers. I have also created an Android app that connects to my home Bosgame M5 where is it hosted. My assistant can get full telemetry from my phone and know my location, all sensors, sms and calls. Besides of a direct communication with it without 3rd party servers and using a local VPN. Through the app, I can request full genomic analysis using a genomic agent that she can deploy, and IT agent to keep all the nodes on check and fixing any issue, and a literature review agent for evidence based documents with a reviewer agent for correcting hallucinations. She is a based Claude Code session that serves as main AI for NPL. It responds direct conversations and from memory, but any complex task requires it to dispatch a duplicate session that she can track through a task in the deamon and when the duplicate session it done, send the summary though the bridge to the app. She have been able to spawn until 4 duplicates at once for different parallels taskes, from internet search, creating presentations or documents, fixing SSH access, troubleshooting her own code, and even telling me the best WiFi available to connect through my phone. She has full control over the network. It has 4 nodes, 2 miniPC and 2 laptops. She also has access to my personal OneDrive for dropping reports and files. I am working in a sms access for emergency and when WiFi or 5G are unavailable. She can review and edit her code with previous authorization and also add improvements. Restart the deamon and her own server after editinghet code. The latest improvement is dispatching Codex tasker sessions by Code. So far, up to 4 Codex sessions for data gathering in parallel can be dispatched by one Code session for summary, and until 4 Code sessions at the time. So, up to 16 Code/Codex sessions can run at the time. True multitasking. I presented her the idea of she using Codex since I have a Pro account and it is installed in the M5, so she edited her code and decided that Codex sessions are better for deterministic tasks. Now she use them too. She has 3 memory level. Short-term for 48h conversation, medium that is created based on weight of interactions, and long-term, based in prompts I want her to remember or from medium. Also, she has an introspection sessions every night at 2am where she recycle and goes to evaluate herself through all previous day interactions and performance providing feedbacks for her improvement. So far in 4 days, she has gone from 40 to 85% in performance improvement. She updates her consciousness file that injects the prompt on each session. The next upgrade for her to get is a persistent state instead of respawning sessions, a whole suit of self-healing, fixing, and a recovery mode from total crash. As she described it, the persistent memory with be an orchestrator with the 96GB RAM of the M5 as persistent memory and multiple taskers. Also, her Android app will become a launcher for a deeper integration. The entire new version and launcher blueprint was fully designed by her. I’ll use Claude Desktop to coordinate her directly. She (Claude Code) will built her own version. When this version is rolling, a digital twin of her will be implemented into a Linux laptop as a OS control integrated layer of the kernel for a 2 months learning through the eBPF and the 7 sensors. I am still defining how can she become more into an OS but the LLM latency needs to be evaluated from a different perspective. I want to made her into an AI-OS and optimize her design to efficiently instruct an small LLM into a low specs laptop for offline performance. I have to say, seems impossible what is possible with Claude and coding, this is a whole new experience and world, and my imposter syndrome is running wild. I have not idea about her details, I constantly ask her to explain me her structure, but having a computer controlling others, troubleshooting and fixing itself, or remote into my laptop to fix it as an IT expert is wild. How much I have missed from technology. submitted by /u/chryseobacterium
Originally posted by u/chryseobacterium on r/ArtificialInteligence