📰 Dev.to · Robert Pelloni

The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow

Unlocking Atomic AI: How SKILL.md and the 5,776-Module Skill Registry are Engineering the Future of Developer Workflows

Cross-Harness Tool Parity: Write One Custom MCP Tool, Deploy It Everywhere

Beyond Logs: Building a Real-Time AI Observability Dashboard That Surfaces Database Rows, Not Just Latency Percentiles

MCP Protocol Deep-Dive: How Tool Discovery Actually Works

The $47M Question: Why Your 2026 AI RFP Must Demand Provider-Agnostic Infrastructure

The Memory Leak in Your AI Stack: How SQLite Delivers True Agent Persistence

Beyond the 50 Emails/Day Limit: Engineering an AI Marketing Agent for Scale

Beyond 11,000: Navigating the Unified MCP Server Catalog That's Reshaping AI Tooling

Swarm Intelligence Resolved: How TormentNexus Automates Consensus in Multi-Agent Debates

Unlocking Peak Performance: A Deep Dive into GPU Passthrough and Auto-Scaling for Containerized AI Agents

Why Your AI Coding Assistant Needs a Control Plane: From Raw SQL to Orchestrated Intelligence

Beyond the Cloud: Why Your 2026 Development Stack Needs a Local-First AI Foundation

Beyond the Hype: How TormentNexus Masters the Go + TypeScript Monolith for Unyielding AI Backend Performance

Beyond CI/CD: GitOps for AI Agents - How to Version Control Your Agent's Memory and Roll Back Catastrophic Learning

From REPL to Swarm: Scaling AI-Assisted Development for Teams

SQLite + Vector Search: The Dependency-Free AI Memory Stack

Beyond Logs: Reconstructing AI Agent Memory with Event Sourcing

Debate-Driven Development: Why AI Agents That Argue Over Your Code Catch 30% More Bugs

The AI Skill Registry at 5,776: A Deep Dive into Reusable Modules for Code Review, Terraform, and Database Migrations

From REPL to Swarm: Why Role Rotation is the Missing Ingredient in Team AI Development

From 0 to Production AI Agent: A Complete Deployment Guide

Progressive MCP Tool Routing: Stop Drowning Your Agents in 50K Tokens

Self-Healing AI: When Your Agent Debugs Its Own Code — The Failure-Driven Learning Loop