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I Built a 2300-File Codebase with AI. Here’s the Jig I Built to Prevent Architectural Drift.

I Built a 2300-File Codebase with AI. Here’s the Jig I Built to Prevent Architectural Drift.

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11 min read
Evaluating Agent Output Quality: Lightweight Evals Without a Framework

Evaluating Agent Output Quality: Lightweight Evals Without a Framework

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15 min read
Why Your Backend Needs an Agentic Loop: My Research on the Musfique Decision Loop (MDL).

Why Your Backend Needs an Agentic Loop: My Research on the Musfique Decision Loop (MDL).

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1 min read
When the Model Is the Machine

When the Model Is the Machine

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12 min read
LAD-A2A: How AI agents find each other on local networks

LAD-A2A: How AI agents find each other on local networks

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1 min read
Agentic Mesh in the Wild

Agentic Mesh in the Wild

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5 min read
Building Offline-First AI Agents: Why "Always-Online" Architectures Fail in the Real World

Building Offline-First AI Agents: Why "Always-Online" Architectures Fail in the Real World

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3 min read
Don’t Trust Your Agents. Trust Your Boundary: a runtime authorization layer for LLM tool calls.

Don’t Trust Your Agents. Trust Your Boundary: a runtime authorization layer for LLM tool calls.

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6 min read
I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.

I switched from GPT-4 to Claude Code for autonomous agents. Here's what actually changed.

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4 min read
An Alternative to MCP - Python CLI-Based Agent Skills

An Alternative to MCP - Python CLI-Based Agent Skills

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5 min read
Building a Self-Hosted AI Agent with Real System Access

Building a Self-Hosted AI Agent with Real System Access

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6 min read
Why AI Agents Can't Fix Video Sync Issues (Yet) — A Surgeon's Midnight Debugging Session

Why AI Agents Can't Fix Video Sync Issues (Yet) — A Surgeon's Midnight Debugging Session

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6 min read
Objective-Validation Protocol: Designing Audited Human Checkpoints in Agent Workflows

Objective-Validation Protocol: Designing Audited Human Checkpoints in Agent Workflows

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5 min read
Rewriting Claude Code in Rust

Rewriting Claude Code in Rust

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10 min read
Rise of Agentic AI

Rise of Agentic AI

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3 min read
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