Let’s be real for a second. The barrier to entry for building AI agents has completely collapsed. Between local LLMs running on your MacBook via Ollama and low-code orchestration tools like n8n or Flowise, you …
We need to have an honest conversation about the state of RAG (Retrieval-Augmented Generation) right now. If you’ve been following the blog, we’ve covered a lot of ground recently from running local models like Llama …
Let’s cut the noise and be real for a second: the entry-level software engineering market feels incredibly weird right now. If you are a current Computer Science student, a recent bootcamp graduate, or a self-taught …
I have started to notice something interesting in my workflow. The browser is no longer a place where I simply open tabs. It has quietly turned into a development tool. With Arc, SigmaOS, and the …
AI interfaces are finally catching up with the intelligence behind the models. A simple chat window is no longer enough. Developers now need interfaces that reveal tool calls, agent decisions, structured outputs, multimodal reasoning, and …
Developers everywhere are noticing something unusual: AI tools are becoming more powerful without relying on bigger APIs. The shift is driven by MCP, the Model Context Protocol, which gives AI systems a native way to …
When people talk about “AI agents,” it often sounds like magic. From a developer perspective, it is much more practical. An agent is just an LLM wrapped with tools, memory and a control loop so …
For years, DevOps meant CI pipelines, YAML files, dashboards, and a lot of manual glue work between tools. Now something interesting is happening. The “glue” itself is turning into programmable, AI powered workflows. Tools like …
The more I work with LLMs, the more I realise that “good prompts” are not enough. They help for quick experiments, but they fall apart when you try to build something reliable, repeatable and ready …
Running a serious LLM on a laptop used to sound like a meme. Today it is a legitimate architecture decision. Over the last year, I have watched a quiet but massive shift. Developers are no …
