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Victor Natasya
https://career.agricodeexpo.org/candidate/bayxacsongvietsub/ https://career.agricodeexpo.org/candida…
What Is an MCP Proxy - And When Do You Actually Need a Gateway Instead?
TL;DR An MCP proxy forwards requests between AI agents and MCP servers — it handles transport, not…
Tokenize the topic and remove stopwords
When Automation Meets Creativity: My Journey with Content Automation As a full-stack developer, I'v…
Unlocking Conversational AI: A Guide to Using LLM for Dialogue Management
Dialogue management is the core decision-making layer of any conversational AI system. Traditionally…
The Agent at the Gate — Why Agentic Access Breaks the Unwritten Rules of Database Security
The API series looked at the contract problem from the outside: what happens when agents call interf…
ForgePyGen: Turning Natural Language into Project Structures
As developers, we often spend more time setting up projects than actually building them. Creating f…
Your Failed Agent Run Burns Most of Its Tokens AFTER It Fails — Measure It in 40 Lines
Wasted tokens after agent failure are the part nobody meters. A clean agent run and a failed one cos…
Is Overthinking a Red Flag? We Put AI Reasoning to the Test.
Everyone says they want a partner who communicates. Nobody says they want one who writes a 2,000-wo…
Building an agentic PR reviewer with Antigravity SDK
As announced in this blog post on June 18, 2026, Gemini CLI and Gemini Code Assist IDE extensions wi…
Simple Puzzle AI Game
This post is my submission for DEV Education Track: Build Apps with Google AI Studio. What…
Multi-Agent AI Doesn't Need a Chat Room. It Needs an Address Space.
Most people building multi-agent AI systems are accidentally rebuilding a chat room. Agents talk to…
Why I Stopped Just Watching Tutorials (And Started Learning C Properly)
When I first started learning C, I was doing what most beginners do. Watching tutorials. One video…