Marketing Content Agent: Built-In Brand Compliance
Building multi-role marketing agent that enforces brand rules automatically, rejecting non-compliant drafts and retrying until the output passes.
Memory, Knowledge, Tools: The Phidata Architecture
Rebuild the three core pillars of the Phidata agent framework from scratch in pure Python. Memory, knowledge, and tools working together.
Letta MemGPT: I Built an AI That Never Forgets
An AI assistant persistent memory across sessions without a database or server.
Document Intelligence Agent: AI That Reads Invoices
AI agent that reads invoice images, extracts structured data, and automatically flags low-confidence results for human review.
Knowledge Retrieval Agent: AI That Only Knows What You Tell It
building a RAG agent that forces an AI to answer only from your private documents, and discovered a bug.
Memory-Augmented Agent: How I Built an AI That Remembers
Building an AI agent that remembers past interactions, plans multi-step workflows, and decides when to act alone or escalate to a human. Here is how it works.
PraisonAI: Building a Two-Agent AI Workforce
Building a two-agent AI workflow where a Researcher and Writer work together automatically. What I discovered about model-agnostic multi-agent architecture.
Flowise: Build AI Agents Without Writing Code
Building a working PDF knowledge agent in Flowise using drag-and-drop blocks, no code required. Here is how it works and what I learned.
Async Standup Summarizer: AI Team Reports Without Meetings
building an AI agent that reads standup updates from a file and produces a consolidated team report in seconds, no meeting required.
KORVIN Remembers: How Persistent Memory and Voice Make an AI Agent Actually Useful
KORVIN remembers context across sessions and responds to your voice — making it the first genuinely hands-free AI security agent built for personal use.