Viewing profile — denn-gubsky

Ryzen 7 8700G is an APU, and it has built-in Radeon 780M GPU (12 CUs, ~12.6 TFLOPS, plus an NPU). This is not very strong, but this is floor which runs local models for me and save…

I'm running qwen3.6, gpt-oss and embeddinggemma with Ollama on Ryzen 7 8700G + 96 GB DDR5 with 12-14 tokens/sec. Consider this as a floor. On Strix Halo it will run 4-6 times faste…

I'm building the agentic runtime and agents running on this platform. The keystone of agentic work is "allowlists vs denylists" choice. On my platform I use allowlists for everythi…

I develop 5-10 times more complex projects now without anticipation to never complete them. And I can do it alone with team of agents running 24/7. Maybe these new projects will no…

Thanks for the useful article. I'm building a hierarchy chunked graph document memory as the project knowledge base in my agentic runtime. After reading your articles I will pay mo…

Recently I upgraded my TrueNAS box with Ryzen 7 8900 APU + 96GB DDR5. This config runs Ollama + loomcycle (my agentic Go runtime) + loomboard (the agentic UI), all self-hosted. I t…

[dead]

I'm doing a lot of QA in my startups. There are several layers: 1. One model (Opus) writes a code, another model (Sonnet, Qwen, Kimi) writes unit tests using requirements and code;…

In my experience, AI solves the implementation part well - if you know explicitly what should be implemented. If your engineering understanding is fuzzy, the implementation will be…

[dead]

[flagged]

Thanks for the article. It's super interesting for me, but I have not found a solution for agents running in runtimes without browser. For example on VPS. I'm using WebFetch/WebSea…

Is it better than A2A?

I integrated the gbash and benchmarked it. gbash is not production grade yet. There are issues with tools implementation and compatibility (I added findings as issues) and performa…

Thank you for good advise. The agentic runtime I'm developing uses system Bash and has to spawn system processes. The pure Go is better match. Checking the repo.

Interesting library. I think I could use for agents running in virtual volumes. I maintain an agentic runtime written on Go. What is the best way to incorporate bashkit.sh?

I'm curious what to do if agent self-improvement goes a wrong way. How do you evaluate the agent quality? Which way do you return to the last good branch? How to automate this proc…

[dead]

Nice and very fast indexing tool. Installed by Claude code, and indexed by 3.5K nodes codebase in less than 2 seconds. Outstanding. The graph looks good, but navigating with the tr…

[flagged]

[flagged]

Thanks a lot. He is 12. I got books and will try to propose for him. But your comic-like website works better :)

Contacted you on LinkedIn.