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MRMira royainetwork.hashnode.devSep 23 · 6 min read

Scoping Tool Permissions for AI Agents: A Practical Pattern

AI agents introduce a security problem that ordinary chatbots do not: they can take actions. A chatbot might generate a bad answer. An agent connected to tools can read files, update records, call API

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KRKushal Rkushalr.hashnode.devSep 20 · 2 min read

Jev: The AI Model That Doesn't Talk, It Just Decides

So, yesterday I was doomscrolling YouTube and just saw a video byHarkirat Singh. This video was about the new System One Model Jev. After watching that video, I thought of putting my thoughts on it. S

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M8Marketing 8080AI8080ai.hashnode.devSep 18 · 8 min read

Why AI Coding Tools Get Multi-Tenant Isolation Wrong

Multi-tenant SaaS has a well-understood security model: scope every query to a tenant, enforce it at the data layer, and test the horizontal access paths until you're confident one customer can never

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GGeekyAntstechblog.geekyants.comSep 17 · 10 min read

From Manual Testing to AI-Assisted Automation with Playwright Agents

For years, automation engineers have followed a familiar rhythm. Requirements come in, test cases are written, scripts are automated, locators break, scripts fail, and debugging begins. Fix, re-run, r

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JMJoselo Martinezdesignednotmagic.hashnode.devSep 16 · 4 min read

Agentic AI Beyond the Hype: Why the Boundaries Are Key in Deterministic and Non-Deterministic Behavior for Agents

Let’s imagine we are implementing deterministic behavior for agent systems using control techniques (harnessing). Suddenly, we observe that the agent's actions and responses begin to become clumsy, an

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DSDoogal Simpsondoogal.devSep 14 · 5 min read

Optimize Cheap LLMs for Frontier-Level Accuracy

You don't always need expensive frontier LLMs to achieve production-grade results. By investing in context engineering, structured tool access, and strict guardrails, you can optimize cheap utility mo

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RRRakesh Randeriarakeshranderia.hashnode.devSep 13 · 8 min read

Data Lineage & Dependency Mapping

Data lineage is sometimes treated as metadata. For critical data, it is better understood as a dependency and control map. If we cannot explain where important data came from, what happened to it, and

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4F404 Founders404-founders.comSep 13 · 8 min read

How Threat Actors Used Claude: Anthropic's September 2026 Report

Abstract On September 10, 2026, Anthropic published a threat intelligence report covering activity it disrupted between December 2025 and August 2026 across seven harm areas. The cases involve suspect

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ZZyVOPblog.zyvop.comSep 11 · 5 min read

Neural Networks, Explained Simply — Part 1: What Even Is a Neural Network?

Neural Network Series · Part 1 · ~5 min read You already run a neural network every time you decide whether to grab an umbrella. By the end of this post, you'll see exactly how — and be able to explai

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RMRowan maththiasrowanmaththias.hashnode.devSep 10 · 3 min read

How Tool Calling Works in AI Agents

Large Language Models (LLMs) can understand requests, generate content, and reason through complex problems. However, an LLM by itself cannot directly interact with most external systems. Tool calling

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#artificialintelligence

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#artificialintelligence

Explore Hashnode

Trending tags this week

Scoping Tool Permissions for AI Agents: A Practical Pattern

Jev: The AI Model That Doesn't Talk, It Just Decides

Why AI Coding Tools Get Multi-Tenant Isolation Wrong

From Manual Testing to AI-Assisted Automation with Playwright Agents

Agentic AI Beyond the Hype: Why the Boundaries Are Key in Deterministic and Non-Deterministic Behavior for Agents

Optimize Cheap LLMs for Frontier-Level Accuracy

Data Lineage & Dependency Mapping

How Threat Actors Used Claude: Anthropic's September 2026 Report

Neural Networks, Explained Simply — Part 1: What Even Is a Neural Network?

How Tool Calling Works in AI Agents