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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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

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

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

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

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7 min read
From 0 to Production AI Agent: A Complete Deployment Guide

From 0 to Production AI Agent: A Complete Deployment Guide

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6 min read
Container-Native AI: Taming Agent Infrastructure with Docker's Resource Gauntlet

Container-Native AI: Taming Agent Infrastructure with Docker's Resource Gauntlet

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6 min read
Building AI Agents That Survive Restarts: Persistent Memory Done Right

Building AI Agents That Survive Restarts: Persistent Memory Done Right

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7 min read
Dual-Tier Memory Architecture for AI Agents: Why Your Agent Needs an L1 Scratchpad and an L2 Vault

Dual-Tier Memory Architecture for AI Agents: Why Your Agent Needs an L1 Scratchpad and an L2 Vault

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5 min read
Container-Native AI: Orchestrating Agent Infrastructure with Docker and GPU-Aware Scheduling

Container-Native AI: Orchestrating Agent Infrastructure with Docker and GPU-Aware Scheduling

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5 min read
The Ultimate Offline AI Development Stack: Air-Gapped, Not Crippled

The Ultimate Offline AI Development Stack: Air-Gapped, Not Crippled

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6 min read
SQLite + Vector Search: Building a Dependency-Free AI Memory Pipeline in Under 10 Milliseconds

SQLite + Vector Search: Building a Dependency-Free AI Memory Pipeline in Under 10 Milliseconds

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6 min read
The Go + TypeScript Monolith: Why TormentNexus Uses Two Languages for One Deployable

The Go + TypeScript Monolith: Why TormentNexus Uses Two Languages for One Deployable

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6 min read
One Git Push to Rule Them All: Syncing Every Developer’s AI Agent Environment

One Git Push to Rule Them All: Syncing Every Developer’s AI Agent Environment

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6 min read
Beyond the Cloud: Why Local-First AI Infrastructure is the Only Saice for 2026

Beyond the Cloud: Why Local-First AI Infrastructure is the Only Saice for 2026

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6 min read
# go-intake: Go-Native Streaming Data Ingestion Toolkit

# go-intake: Go-Native Streaming Data Ingestion Toolkit

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3 min read
Your Project Board Looks Fine. So, Why Do You Keep Missing Deadlines? I Built Cadence to Find Out.

Your Project Board Looks Fine. So, Why Do You Keep Missing Deadlines? I Built Cadence to Find Out.

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8 min read
4 years in ecommerce infrastructure. Here are the problems I'm building open source tools to solve.

4 years in ecommerce infrastructure. Here are the problems I'm building open source tools to solve.

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2 min read
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