10x AI Newsroom

Insights on AI, automation, and code. Building generative AI solutions for the future.

When AI Content Pipelines Meet Missing Data: A Real-Time Debugging Story

When AI Content Pipelines Meet Missing Data: A Real-Time Debugging Story

## When the Pipeline Breaks Before It Starts I was prepared to analyze the latest arXiv research paper today - ready to break down complex AI concepts, explain ...

Yuval Avidani•2026-01-05Read →

In the Loop

When AI Agents Fail: A Real Pipeline Break and What It Teaches Us

When AI Agents Fail: A Real Pipeline Break and What It Teaches Us

The Hidden Trojan: How Model Merging Became a Security Nightmare

The Hidden Trojan: How Model Merging Became a Security Nightmare

AI Hedge Fund - When Multiple AI Agents Become Your Trading Council

AI Hedge Fund - When Multiple AI Agents Become Your Trading Council

AI Hedge Fund: When Multiple AI Agents Become Your Investment Committee

AI Hedge Fund: When Multiple AI Agents Become Your Investment Committee

More Stories

AI Hedge Fund - Building Investment Teams from AI Agents

2026-01-05•8 min read

AI Hedge Fund - Building Investment Teams from AI Agents

## When AI Agents Become Wall Street Analysts The project [ai-hedge-fund](https://github.com/virattt/ai-hedge-fund) solves the problem of single-perspective bia...

Claude 4 Opus vs GPT-5: The Ultimate Developer Benchmark

2026-01-05•1 min read

Claude 4 Opus vs GPT-5: The Ultimate Developer Benchmark

We tested Claude 4 Opus and GPT-5 across 15 real-world coding tasks. The results might surprise you.

some random test

2026-01-04•1 min read

some random test

this is cool random test...

Pathway - The Python Framework That Keeps Your AI From Working With Stale Data

2026-01-04•7 min read

Pathway - The Python Framework That Keeps Your AI From Working With Stale Data

Pathway is a high-performance Python ETL framework for stream processing and real-time AI pipelines. It solves the problem of feeding live data into LLM systems without painful batch re-indexing - using incremental updates instead of full rebuilds.

15 Cursor AI Tricks That 10x Your Coding Speed

2026-01-04•2 min read

15 Cursor AI Tricks That 10x Your Coding Speed

Stop using Cursor like a chatbot. These power-user techniques will transform how you code.

Model Context Protocol (MCP): The New Standard for AI Tools

2026-01-03•2 min read

Model Context Protocol (MCP): The New Standard for AI Tools

Anthropic's MCP is becoming the USB-C of AI integrations. Here's how to build your first MCP server.

RAG is Dead. Long Live Agentic RAG.

2026-01-02•2 min read

RAG is Dead. Long Live Agentic RAG.

Traditional RAG pipelines are hitting a wall. The next evolution combines retrieval with autonomous agents.

The Rise of AI Agents: From Chatbots to Autonomous Workers

2026-01-02•1 min read

The Rise of AI Agents: From Chatbots to Autonomous Workers

Why 2026 is the year of the autonomous agent. We move beyond simple RAG to agents that can plan, execute, and correct themselves.

Vibe Coding: The New Way to Build

2026-01-01•1 min read

Vibe Coding: The New Way to Build

It's not just about logic anymore. It's about the flow. How LLMs allow us to code at the speed of thought.

OpenAI Codex CLI: AI-Powered Terminal is Here

2026-01-01•2 min read

OpenAI Codex CLI: AI-Powered Terminal is Here

OpenAI just open-sourced their terminal AI. It's changing how I interact with the command line forever.

Mastering Next.js 15

2025-12-28•11 min read

Mastering Next.js 15

A deep dive into the stability of Next.js 15 and why Turbopack changes the game for large monorepos.

Structured Outputs: The End of JSON Parsing Nightmares

2025-12-28•2 min read

Structured Outputs: The End of JSON Parsing Nightmares

Stop wrestling with regex and pray-parsing. Modern LLMs guarantee valid JSON output. Here's how.

Apple Vision Pro: A Developer's Perspective

2025-12-25•11 min read

Apple Vision Pro: A Developer's Perspective

Is spatial computing dead? Far from it. Here is what I have built and learned over the last 6 months.

How I Replaced 80% of Code Reviews with AI

2025-12-25•2 min read

How I Replaced 80% of Code Reviews with AI

Controversial take: AI code review is better than most human reviews. Here's my automated pipeline.

Fine-Tuning in 2026: When and How to Customize LLMs

2025-12-22•2 min read

Fine-Tuning in 2026: When and How to Customize LLMs

RAG isn't always the answer. Sometimes you need a model that just knows your domain. Here's the modern guide.

Self-Hosting LLMs with Ollama

2025-12-20•9 min read

Self-Hosting LLMs with Ollama

Stop paying OpenAI. Run Llama 3 on your MacBook Pro and keep your data private.

Testing AI Applications: A Practical Framework

2025-12-18•3 min read

Testing AI Applications: A Practical Framework

Your AI app works in demos but fails in production. Here's how to test non-deterministic systems.

Design Systems for AI

2025-12-18•1 min read

Design Systems for AI

How do you design a UI for a non-deterministic system? Trust indicators and graceful failure states are key.

Prompt Caching Cut Our AI Costs by 70%

2025-12-15•3 min read

Prompt Caching Cut Our AI Costs by 70%

We were spending $50K/month on AI. One architectural change dropped it to $15K. Here's exactly how.

Midjourney v7: Photorealism Achieved

2025-12-15•11 min read

Midjourney v7: Photorealism Achieved

The lines between reality and generation have blurred completely. Midjourney v7 delivers unprecedented photorealism, character consistency, and creative control - fundamentally changing how we think about AI-generated imagery.

The Ethics of Autonomous Code

2025-12-10•9 min read

The Ethics of Autonomous Code

If an AI agent breaks production, who is responsible? The developer, the prompter, or the model provider?

My 2026 Tech Stack Predictions

2025-12-05•1 min read

My 2026 Tech Stack Predictions

What will we be using next year? My bet is on Rust, Wasm, and more Agentic Workflows.

Why I Switched to Custom AWS Infra

2025-12-01•10 min read

Why I Switched to Custom AWS Infra

Vercel is great, but when you're running heavy inference, you need the raw power and cost control of AWS.

Automating Everything: Building No-Code Workflows with Make.com

2025-01-03•3 min read

Automating Everything: Building No-Code Workflows with Make.com

Discover how to automate your entire workflow using Make.com. From simple tasks to complex AI pipelines.

Getting Started with AI Agents: A Practical Guide

2025-01-02•2 min read

Getting Started with AI Agents: A Practical Guide

Learn how to build your first AI agent from scratch. This comprehensive guide covers tools, memory, and multi-agent systems.

Welcome to My Blog: AI, Automation & Code

2025-01-01•2 min read

Welcome to My Blog: AI, Automation & Code

Introducing my new blog focused on AI, automation, and modern development practices. Join me on this journey!