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Robert Pelloni

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

#ai #llm #opensource #mcp
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6 min read
From REPL to Swarm: Why Role Rotation is the Missing Ingredient in Team AI Development
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From REPL to Swarm: Why Role Rotation is the Missing Ingredient in Team AI Development

#ai #llm #opensource #mcp
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6 min read
From 0 to Production AI Agent: A Complete Deployment Guide
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From 0 to Production AI Agent: A Complete Deployment Guide

#ai #llm #opensource #mcp
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6 min read
What Your CISO Should Demand Before Deploying Agentic AI: A Practical Governance Checklist
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What Your CISO Should Demand Before Deploying Agentic AI: A Practical Governance Checklist

#ai #llm #opensource #mcp
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5 min read
Progressive MCP Tool Routing: Stop Drowning Your Agents in 50K Tokens
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Progressive MCP Tool Routing: Stop Drowning Your Agents in 50K Tokens

#ai #llm #opensource #mcp
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6 min read
Building a Five-Stage AI Marketing Agent: From Raw Scraping to 100+ Personalized Developer Emails Daily
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Building a Five-Stage AI Marketing Agent: From Raw Scraping to 100+ Personalized Developer Emails Daily

#ai #llm #opensource #mcp
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5 min read
Self-Healing AI: When Your Agent Debugs Its Own Code — The Failure-Driven Learning Loop
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Self-Healing AI: When Your Agent Debugs Its Own Code — The Failure-Driven Learning Loop

#ai #llm #opensource #mcp
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7 min read
Automating Technical Outreach: The 7-State Pipeline for AI-Driven Early Adopter Acquisition
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Automating Technical Outreach: The 7-State Pipeline for AI-Driven Early Adopter Acquisition

#ai #llm #opensource #mcp
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7 min read
SQLite + Vector Search: The Dependency-Free AI Memory Stack That Outperforms Pinecone
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SQLite + Vector Search: The Dependency-Free AI Memory Stack That Outperforms Pinecone

#ai #llm #opensource #mcp
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6 min read
Container-Native AI: Taming Agent Infrastructure with Docker's Resource Gauntlet
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Container-Native AI: Taming Agent Infrastructure with Docker's Resource Gauntlet

#ai #llm #opensource #mcp
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6 min read
Why Your AI Coding Assistant Needs a Control Plane: From Raw LLM APIs to Production-Grade Agent Orchestration
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Why Your AI Coding Assistant Needs a Control Plane: From Raw LLM APIs to Production-Grade Agent Orchestration

#ai #llm #opensource #mcp
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6 min read
The Ultimate Offline AI Development Stack: Air-Gapped, Not Crippled
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The Ultimate Offline AI Development Stack: Air-Gapped, Not Crippled

#ai #llm #opensource #mcp
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6 min read
The Go + TypeScript Monolith: Why TormentNexus Uses Two Languages for One Deployable
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The Go + TypeScript Monolith: Why TormentNexus Uses Two Languages for One Deployable

#ai #llm #opensource #mcp
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6 min read
Zero-Trust AI Architecture: Authenticating Every Tool Call, Memory Access, and Model Request
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Zero-Trust AI Architecture: Authenticating Every Tool Call, Memory Access, and Model Request

#ai #llm #opensource #mcp
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6 min read
The LLM Waterfall Pattern: Escaping API Rate Limits with Provider Failover
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The LLM Waterfall Pattern: Escaping API Rate Limits with Provider Failover

#ai #llm #opensource #mcp
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5 min read
Beyond the Hype: Why 11,000+ MCP Servers Mark AI's True Infrastructure Moment
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Beyond the Hype: Why 11,000+ MCP Servers Mark AI's True Infrastructure Moment

#ai #llm #opensource #mcp
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7 min read
The Hidden Tax: Why 2026 AI RFPs Must Mandate Provider-Agnostic Infrastructure
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The Hidden Tax: Why 2026 AI RFPs Must Mandate Provider-Agnostic Infrastructure

#ai #llm #opensource #mcp
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5 min read
Real-Time AI Observability: Dashboards That Show Actual Database Rows
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Real-Time AI Observability: Dashboards That Show Actual Database Rows

#ai #llm #opensource #mcp
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5 min read
The Manifesto for Tomorrow: Why AI Infrastructure Must Be Local-First, Open Source, and Community-Governed
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The Manifesto for Tomorrow: Why AI Infrastructure Must Be Local-First, Open Source, and Community-Governed

#ai #llm #opensource #mcp
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6 min read
When AI Agents Clash: How TormentNexus Resolves Conflicts Through Automated Debate Consensus
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When AI Agents Clash: How TormentNexus Resolves Conflicts Through Automated Debate Consensus

#ai #llm #opensource #mcp
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4 min read
MCP Protocol Deep-Dive: How Tool Discovery Actually Works Under the Hood
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MCP Protocol Deep-Dive: How Tool Discovery Actually Works Under the Hood

#ai #llm #opensource #mcp
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5 min read
Dual-Tier Memory Architecture for AI Agents: Why Your Agent Needs an L1 Scratchpad and an L2 Vault
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Dual-Tier Memory Architecture for AI Agents: Why Your Agent Needs an L1 Scratchpad and an L2 Vault

#ai #llm #opensource #mcp
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5 min read
Cross-Harness Tool Parity: One Config, Six AI Coding Environments
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Cross-Harness Tool Parity: One Config, Six AI Coding Environments

#ai #llm #opensource #mcp
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5 min read
Beyond the Cloud: Why Local-First AI Infrastructure is the Only Saice for 2026
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Beyond the Cloud: Why Local-First AI Infrastructure is the Only Saice for 2026

#ai #llm #opensource #mcp
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6 min read
Beyond Synchronous Hell: Why Your Multi-Agent System Needs an Event-Driven Backbone
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Beyond Synchronous Hell: Why Your Multi-Agent System Needs an Event-Driven Backbone

#ai #llm #opensource #mcp
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5 min read
One Git Push to Rule Them All: Syncing Every Developer’s AI Agent Environment
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One Git Push to Rule Them All: Syncing Every Developer’s AI Agent Environment

#ai #llm #opensource #mcp
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6 min read
Building AI Agents That Survive Restarts: Persistent Memory Done Right
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Building AI Agents That Survive Restarts: Persistent Memory Done Right

#ai #llm #opensource #mcp
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7 min read
Securing Self-Hosted AI: Localhost Isolation with TLS and Nginx
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Securing Self-Hosted AI: Localhost Isolation with TLS and Nginx

#ai #llm #opensource #mcp
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5 min read
Container-Native AI: Orchestrating Agent Infrastructure with Docker and GPU-Aware Scheduling
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Container-Native AI: Orchestrating Agent Infrastructure with Docker and GPU-Aware Scheduling

#ai #llm #opensource #mcp
Comments
5 min read
SQLite + Vector Search: Building a Dependency-Free AI Memory Pipeline in Under 10 Milliseconds
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SQLite + Vector Search: Building a Dependency-Free AI Memory Pipeline in Under 10 Milliseconds

#ai #llm #opensource #mcp
Comments
6 min read
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