AB

Armen Bedrosian

Staff Writer

Armen Bedrosian is a Staff Writer at The Bot Shelf, where he specializes in the technical nuts and bolts of AI development. His work is aimed at the builders: the engineers, developers, and researchers creating the next wave of intelligent systems. Before his career in journalism, Armen was a machine learning operations engineer at a major cloud provider, where he designed and managed large-scale training pipelines. This hands-on experience informs his rigorous approach to benchmarking hardware and evaluating developer tools. He is the creator and maintainer of 'InferViz,' a popular open-source library for visualizing model inference latency. At The Bot Shelf, he writes detailed teardowns, performance comparisons, and technical guides.

Expertise

MLOpsGPU ArchitectureRobotics HardwareAI Frameworks (PyTorch, TensorFlow)API Design

Coverage Areas

Developer Tools
Hardware & Gadgets
Product Reviews

Latest Articles

Futuristic cityscape with code streams and a robotic hand interacting with an AI interface, symbolizing Python AI web app development.
Developer Tools

Top 8 Python GitHub Repos for AI Web Apps

One developer, utilizing an open-source AI web app framework, built and deployed a functional AI-powered chatbot in less than a day.

Jun 9, 2026 · 6 min read

Digital representation of Notion interface showing a temporary AI outage with glitching code, followed by the restoration of stable connections.
Product Reviews

Notion restores Anthropic AI access after 12-hour outage

For approximately twelve hours, Notion users found their AI-powered workflows disrupted as the platform temporarily disabled Anthropic's advanced Claude models due to degraded performance.

Jun 8, 2026 · 3 min read

Futuristic Neural Processing Unit (NPU) powering a complex edge computing network with rapid data streams, symbolizing enhanced AI capabilities.
Hardware & Gadgets

How AI Accelerators Boost Edge Computing Power in 2026

A Neural Processing Unit (NPU) can classify video and execute large language models (LLMs) 3.

Jun 6, 2026 · 5 min read

Futuristic server room showcasing a holographic comparison between NPU and GPU chip architectures for AI machine learning tasks.
Hardware & Gadgets

NPU vs. GPU: Choosing the Right AI Accelerator for ML in 2026

The AI accelerator market is projected to surpass $600 billion by 2033, yet no single chip dominates, with NPUs outperforming GPUs by 3.

Jun 5, 2026 · 5 min read

Airbnb CEO Brian Chesky observing a glowing AI core in a futuristic, dimly lit laboratory setting with holographic displays.
Developer Tools

Airbnb CEO Brian Chesky Funds New AI Lab

In Q1 2026, Airbnb reported that artificial intelligence tools generated approximately 60% of the code produced by its engineers.

Jun 5, 2026 · 2 min read

A futuristic AI interface with the Gemini Spark logo, representing advanced automation and data processing capabilities.
Product Reviews

Google Gemini Spark AI agent rolls out to US subscribers

An AI agent designed for autonomous background operation in Gmail and Docs glitched while attempting to book dinner reservations, requiring manual intervention, according to WIRED .

May 31, 2026 · 3 min read

A futuristic AI pendant, symbolizing Meta's new wearable strategy, is depicted with a soft glow against a blurred urban backdrop.
Hardware & Gadgets

Meta AI pendant development in aggressive wearables strategy

Meta is reportedly planning to release an AI-powered pendant that could record and summarize conversations, bringing always-on surveillance from science fiction into everyday wear.

May 31, 2026 · 3 min read

Abstract visualization of LangChain and LlamaIndex frameworks connecting data to an AI brain, symbolizing accelerated AI development.
Developer Tools

What are LangChain and LlamaIndex AI agent frameworks?

A data parsing task that once consumed hours of engineering effort now reaches production in minutes, thanks to AI agent frameworks like LlamaIndex and its LlamaParse v2.

May 30, 2026 · 4 min read

A colossal, illuminated AI chip at the heart of a futuristic data center, symbolizing the massive $6 billion deal between Snowflake and AWS for advanced computing.
Hardware & Gadgets

Snowflake inks $6B AI chip deal with Amazon Web Services

Snowflake, a major data cloud company, committed to spending $6 billion with Amazon Web Services over five years.

May 28, 2026 · 2 min read

A beginner programmer building their first AI agent in Python on a laptop, showcasing new sandboxed tools for local AI development.
Developer Tools

Build Your First AI Agent in Python With These Beginner Tools

For the first time, beginners can build sophisticated AI agents on their laptops using new sandboxed tools.

May 24, 2026 · 2 min read

Abstract metallic figures representing Anthropic and Stainless shaking hands in front of a futuristic AI interface and digital cityscape.
Developer Tools

Anthropic acquires Stainless to streamline AI developer tools

Anthropic just spent at least $300 million to acquire Stainless, a developer tools startup generating only $1 million in annual recurring revenue.

May 19, 2026 · 2 min read