Conflict Resolution Agent: When Two AIs Disagree
Multi-agent system – two AI reviewers independently evaluate the same claim, a third layer detects when they disagree, and a human decides what happens next.
Chain-of-Agents: Market Intelligence System
Multi-agent market intelligence system – three specialist agents research any company and a manager synthesizes their findings, with built-in conflict detection.
Building a Self-Hosted AI Agent That Runs on a $5 VPS
I started this project a while ago with a simple idea: build a personal AI assistant that I could talk to, that would remember our conversations, and that would never send my data to a third party. I named it Korvin. It now runs on a $5 VPS, answers me through Telegram voice messages, and … Read more
DSPy: Stop Writing Prompts, Start Compiling Them
DSPy replaces hand-written prompts with compiled programs that optimize themselves.
Langflow: I Built a Flow
Installed Langflow Desktop, built an RFP analyzer by connecting four visual nodes, and called it via API.
Why KORVIN Removed Docker Sandboxing and What We Learned
Why we removed Docker sandboxing from KORVIN before this series ended, what that decision revealed about building an open-source AI tools, and what KORVIN actually does today.
Physical World Sensing Agent: AI That Runs a Building
AI agent that reads sensor data across three building zones, makes HVAC decisions in pure Python, and writes facility reports.
Planning Agent: How I Built AI That Sequences Tasks
Building a planning agent that breaks any business goal into a dependency-ordered task sequence using a DAG and topological sort.
AnythingLLM: Build a Private AI Brain for Your Business
Python client that connects to a self-hosted AnythingLLM instance, giving it private document intelligence without sending data to the cloud.
Data Analysis Agent: Math First, AI Second
Building an agent that runs real statistical analysis in Python before the AI sees a single number.