Artificial Intelligence (AI)
What is CORAL! CORAL (Collaborative Organized Research & Learning) is a framework for building organizations of AI agents that don't just work in parallel, they collaborate, share knowledge, critique each other's work, and iteratively evolve better solutions. Think of it as a research lab where Claude
Artificial Intelligence (AI)
Choosing a terminal used to be a simple matter of aesthetic preference, do you like your cursor green or white? But as we move deeper into the age of agentic engineering, the "dumb" terminal is becoming a bottleneck. An AI-Friendly Terminal isn't just a window into
Artificial Intelligence (AI)
We’ve all been there. It’s 2:00 AM, you’re three layers deep into a refactor, and you’re using an LLM to help you navigate a tricky bit of boilerplate. You prompt the AI, it gives you a solution, it fails the lint check, you feed the
Antigravity
As someone who balances the precision of medical practice with the structural logic of system architecture, I’ve always viewed code as a living organism. When I’m building a project like AI shopping assistant or the MOTOID medical system, every line of code serves a vital function. But lately,
Artificial Intelligence (AI)
The current era of AI-assisted coding is often criticized for being "vibe-based"—agents guess what to do next based on a messy, sprawling README or a long chat history. Beads is the "adult in the room" for AI agents. The core innovation here is Structured Persistent
Artificial Intelligence (AI)
If you’ve been using AI agents like Claude or GPT to build software, you’ve likely felt the "blind spot." You give a prompt, the AI writes code, and it looks okay, but is it actually good? This is where Sentrux steps in. What is a Feedback
Artificial Intelligence (AI)
If you’ve been following the open-source AI space, you might have seen DeerFlow hit #1 on GitHub Trending recently. And for good reason. Version 2.0 isn’t just an update; it’s a ground-up rewrite that changes how we think about autonomous agents. What is actually is DeerFlow?
Artificial Intelligence (AI)
I was grabbing coffee with a few lead engineers from a major fintech firm last week, and the conversation hit a wall we’ve all felt lately. One of them, visibly frustrated, leaned over his espresso and said, "I’ve built this incredible multi-agent system for portfolio rebalancing. It’
Artificial Intelligence (AI)
The rise of AI agents marks a shift from models that simply talk to models that actually do. While standard chatbots provide answers, an AI agent acts as a digital coworker, reasoning through problems, using tools, and executing complex workflows. Here is a guide to understanding, leveraging, and building these
Artificial Intelligence (AI)
If you’ve been following my journey at Medevel.com, you know I’m obsessed with the intersection of AI engineering and open-source software. We talk about LLMs, Next.js, and Directus all the time. But today, I need to talk about the process. For months, I’ve been wrestling
Artificial Intelligence (AI)
Look, I've tried them all. Claude Code, Cursor, Antigravity, Copilot, the whole parade. They're powerful, sure. But if you're like me, a Linux lifer since late 90s, a neovim person, someone who cares where their data goes, you've probably felt that itch.
Artificial Intelligence (AI)
What is Multica? Multica is an open-source platform turning coding AI agents into real teammates. Assign tasks like to a colleague, agents autonomously write code, report blockers, and update progress. No more prompt copy-pasting or constant supervision. Agents appear on your board, join conversations, and build reusable skills over time.