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AI

AI

AI Agent Human Approval: Design Checkpoints That Reviewers Can Use

Sirak Ghroyan -
An agent proposes publishing a help article, then asks a reviewer to “approve this run.” The reviewer needs to know which revision will go...
AI

Structured Outputs vs JSON Mode: Valid JSON Is Not Enough

Sirak Ghroyan -
Separate JSON syntax, schema adherence, and semantic accuracy, then build a validation path that handles incomplete responses and incorrect values.
AI

AI Context Window vs Memory: Why Assistants Forget Details

Sirak Ghroyan -
Trace what an assistant can use in a response, distinguish stored information from active context, and build a reliable handover for longer tasks.
AI

AI Evaluation Checklist: Test Real Work Before Choosing a Model

Sirak Ghroyan -
A practical task rubric and repeatable test process for comparing AI setups, examining failures, and deciding what is ready for use.
AI

AI Agent Prompt Injection: Risks and Practical Defenses

Sirak Ghroyan -
How outside content can redirect an AI agent, and a practical permission map, review process, and test checklist for reducing the damage.
AI

How Chrome’s AI Is Transforming Web Browsing Experience

Bagrat Avetisyan -
The landscape of web browsing is undergoing a profound transformation. At its forefront is the integration of artificial intelligence directly into our browsers. Specifically,...
AI

Firefly AI Assistant: What It Is and How It Works

Bagrat Avetisyan -
In the rapidly evolving landscape of artificial intelligence, tools that augment human creativity are gaining significant traction. One such innovation is the Firefly AI...
Gen AI

Runsight Review: Essential Observability for Scaling AI Agents

Bagrat Avetisyan -
In the rapidly evolving landscape of artificial intelligence, scaling AI agents presents unique challenges. As AI systems grow in complexity and autonomy, ensuring their...
Gen AI

HubSpot AEO: Stay Ahead with AI-Enhanced Optimization

Bagrat Avetisyan -
The landscape of digital marketing changes rapidly. Search Engine Optimization (SEO) has long been a cornerstone. It helps businesses connect with their audience. However,...
AI

Mastering Claude Opus 4.7: Advanced Prompting Techniques

Bagrat Avetisyan -
Artificial intelligence continues its rapid evolution. Cutting-edge models like Claude Opus 4.7 stand at the forefront. This advanced AI offers remarkable capabilities. However, its...
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