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SKSahil Kathpalcodeongrass.hashnode.devMay 6 · 13 min read

Inside-the-Loop vs. Outside-the-Loop: Evaluating Agent Architectures

Inside-the-loop and outside-the-loop are the two architectural modes that determine whether your AI coding agent feels controllable or like a coin flip. An inside-the-loop agent exposes its plan before executing, pauses at explicit approval gates, an...

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SKSahil Kathpalcodeongrass.hashnode.devMay 4 · 13 min read

25 Claude Code Agents in Production: The Hooks Architecture

Someone built a production security scanner at cqwerty.com running roughly 25 autonomous Claude Code agents with minimal human oversight. An Architect plans the work. An Engineer ships pull requests. A Reviewer pushes back. A CEO emails a weekly summ...

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SKSahil Kathpalcodeongrass.hashnode.devMay 3 · 14 min read

Where to Gate Your AI Coding Agent: A 3-Checkpoint Framework

An approval gate (also called a human checkpoint) is a deliberate pause point in an AI coding agent's execution where the agent stops, surfaces its current state, and waits for human confirmation before continuing. Most developers run zero gates and ...

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SKSahil Kathpalcodeongrass.hashnode.devApr 30 · 14 min read

The CORE Agentic Workflow: Task → Plan Review → Approve → PR

The standard agentic loop — give the agent a task, get code back — has no checkpoint between your intent and the agent's execution. You find out what the agent decided to do by reading what it already did. The CORE workflow closes that gap by splitti...

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SKSahil Kathpalcodeongrass.hashnode.devApr 24 · 14 min read

Why Claude Code PreToolUse Hooks Can Still Be Bypassed

Claude Code's PreToolUse hooks give you a programmatic interception point before any tool executes — write a hook that exits non-zero and the tool call is blocked. That's the theory. In practice, a re

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SKSahil Kathpalcodeongrass.hashnode.devApr 24 · 14 min read

The Permission Layer Is 98% of Agent Engineering

Building an AI coding agent is not primarily about choosing the right model. It's about building the infrastructure around the model that keeps it safe, bounded, and trustworthy. A production agent harness contains only about 1–2% actual AI logic — t...

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TTThe Turf Grasstheturfgrassgroup.hashnode.devJun 12, 2025 · 2 min read

Zeon Zoysia®: Easy Installation for a Thick, Velvet-Like Lawn

Zeon Zoysia® sod installation is an ideal solution for homeowners looking to upgrade their lawns with a grass variety that combines beauty, durability, and low maintenance. Known for its fine-bladed texture and deep green color, Zeon Zoysia® delivers...

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HHoundiohoundio.ukDec 12, 2024 · 1 min read

Bunch Flowers Font

Bunch Flowers Font: 🔍 Check out Bunch Flowers Font now! Explore this 📁 dingbats fonts and claim your 🆓 free download here. Let's start crafting together! 🚀 Bunch Flowersis a dingbats font with theme with a sketch style. This font can enhance your...

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FFlarePixelflarepixel.ukNov 9, 2024 · 3 min read

Eye-Catching T-Shirts: A Guide to Unique Weed Quote Designs

Create Eye-Catching T-Shirts with Weed Quotes: A Guide to Unique Designs In the world of fashion, t-shirts have always been a canvas for self-expression. With the rise of personalized and niche styles, one theme that stands out is weed quotes. These ...

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Trending tags this week

Inside-the-Loop vs. Outside-the-Loop: Evaluating Agent Architectures

25 Claude Code Agents in Production: The Hooks Architecture

Where to Gate Your AI Coding Agent: A 3-Checkpoint Framework

The CORE Agentic Workflow: Task → Plan Review → Approve → PR

Why Claude Code PreToolUse Hooks Can Still Be Bypassed

The Permission Layer Is 98% of Agent Engineering

Zeon Zoysia®: Easy Installation for a Thick, Velvet-Like Lawn

Bunch Flowers Font

Eye-Catching T-Shirts: A Guide to Unique Weed Quote Designs