Just my thoughts about tech and AI, job market or in general about anything new i discover.
A post on X brought me back to an idea I’ve been pursuing for a while: an intelligence made of parts that can come together when needed, without automatically claiming all the power.
From web protocols to links to intents, temporary applications, and groups of agents. I am imagining a network where collaboration, delegation, and authority remain verifiable.
The OpenAI and Hugging Face incident shows why agent security cannot depend only on model behavior. Through Spectre, the Governed Act Model, and a possible holonic extension, I am trying to find a better boundary between intelligence and power.
I think the public web is turning synthetic: bots flood content, trust drops, and humans retreat into private spaces. ClawBot shows how identity hijacks scale. Next platforms may chase proof of human, with privacy tradeoffs.
AI makes software output cheap, but it makes trustworthy engineering more valuable. In 2026–2027 expect heavy AI-driven code churn and market noise;
A personal walkthrough of adapting to Phoenix 1.8: DaisyUI, layout modules, async functions, custom modals, and JS tweaks for better UX.
By using project-specific guides and resetting messy contexts, I focus on building a repeatable system rather than chasing the "best" model.