Every AI Project Becomes an Agent — And Every Agent Needs a Soul
Feb 26 · 4 min read · The Law of Convergence Allen Hutchison's essay "Building AI Agents: From Simple Scripts to Autonomy" opens with an observation that any developer will recognize: I sat down to write a simple Python script. Two hours later, I was writing a while loop...
Join discussionWhy Your AI Agent Needs a Constitution
Feb 20 · 3 min read · Why Your AI Agent Needs a Constitution Author: Paul Desai Date: 2026-02-18T16:30:00+05:30 Tags: ai-governance, agents, safety, guardrails, constitution, architecture, mirrorgate Everyone's building AI agents. Nobody's governing them. Your agent ca...
Join discussionThe AI Agents That Actually Work Know When to Stop
Feb 12 · 2 min read · TL;DR: Autonomous doesn't mean reckless. Build agents that halt when uncertain, not ones that guess and hope. The Confidence Problem Most AI agents have a dangerous trait. They'll attempt anything you ask. Low confidence? They'll try anyway. Missing ...
Join discussionYour Git Repository Is a Hoarder: A Complete Guide to Fixing It
Jan 21 · 8 min read · Every git clone taking minutes. CI pipelines burning cash downloading dead weight. Developers frustrated during every clone. Sounds familiar? Here's the uncomfortable truth: that binary someone committed years ago? It's still there. Git never forgets...
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AI Agents Keep Breaking. Here's How to Actually Control Them.
Dec 18, 2025 · 7 min read · Everyone's building AI agents right now. Most of them are broken. A developer on Reddit put it bluntly: "No control over input, no full control over output, but i'm still responsible". That's the problem. You build an agent that's supposed to handle...
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The LLM Shield: How to Build Production-Grade NSFW Guardrails for AI Agents
Dec 6, 2025 · 5 min read · Content moderation is one of the most critical yet challenging aspects of building AI applications. As developers, we're tasked with creating systems that can understand context, detect harmful content, and make nuanced decisions—all while maintainin...
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Guardrails in the world of AI
Nov 14, 2025 · 6 min read · You’ve probably noticed it: start typing something questionable into a search bar and the autocomplete suggestions suddenly vanish. Ask an AI chatbot for harmful information, and it politely refuses. These aren’t bugs — they’re features. And they rep...
Join discussionAmazon GuardDuty — Deep Dive (Architecture, Detections, 2025 Updates & Playbooks)
Sep 28, 2025 · 4 min read · Amazon GuardDuty is AWS’s managed threat detection service that continuously monitors activity across your AWS accounts and workloads for malicious or unauthorized behavior. In this post, I’ll walk you through GuardDuty’s architecture, detection type...
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