Defining the architecture decisions of navi-agent

It was 3 AM when I had the idea for navi-agent a few months ago. I was in bed thinking about the impact of LLMs on developers’ hard skills. Before the LLM boom, I improved my coding skills by building projects for my own use. But when OpenAI launched GPT-3, I saw that this technology could be useful. I spent a lot of time playing with GPT-3 code generation, and I remember the feeling I had when I used it to learn OOP. I was like, “What the F*! How the f* do these guys do that?” That was the spark that made my hyperfocus kick in to study the area. ...

February 23, 2026 · 10 min read · 2040 words · enrell

I'm building navi-agent: a truly secure and useful AI orchestrator | cry about it openclaw

Hello world guys! The TL;DR is: I’ve tested openclaw and other AI orchestrators, and they always follow the exact same pattern: They are built as products to be sold, not as open-source projects for the community. They are created by the hype and for the hype, pushing a generic idea of “agency”—a bloated product with a bunch of features and skills that, at the end of the day, aren’t even that useful. That’s because they aren’t built to solve real problems; they’re built for marketing and to sell big tech subscriptions. That’s exactly why OpenAI hired Peter Steinberger—a classic acqui-hire just to have another avenue to sell their API keys and subscriptions, not to solve actual problems. ...

February 23, 2026 · 7 min read · 1436 words · enrell