AI agent

The Math That’s Killing Your AI Agent

had spent nine days constructing something with Replit’s Artificial Intelligence (AI) coding agent. Not experimenting — constructing. A business contact database: 1,206 executives, 1,196 firms, sourced and structured over months of labor. He...

The Basics of Vibe Engineering

on LinkedIn a number of days ago saying that a variety of the highest engineers are actually just using AI to code.  It reached hundreds and got quite a number of heated opinions. The...

Beyond Prompt Caching: 5 More Things You Should Cache in RAG Pipelines

, we talked intimately about what Prompt Caching is in LLMs and the way it might prevent loads of time and money when running AI-powered apps with high traffic. But other than Prompt Caching,...

What Are Agent Skills Beyond Claude?

Agent Skills  by Anthropic on Oct 16, 2025, as a method to extend Claude with reusable capabilities. Inside months, the concept gained traction across the AI community and started evolving right into a broader...

The best way to Create Production-Ready Code with Claude Code

can quickly generate numerous code. Using the likes of Cursor or Claude Code, you’re in a position to rapidly develop powerful and capable applications. Nevertheless, in lots of cases, the initial code these models...

The Black Box Problem: Why AI-Generated Code Stops Being Maintainable

A Pattern Across Teams forming across engineering teams that adopted AI coding tools within the last 12 months. The first month is euphoric. Velocity doubles, features ship faster, stakeholders are thrilled. By month three,...

Agentic RAG vs Classic RAG: From a Pipeline to a Control Loop

: Why this comparison matters RAG began with a simple goal: ground model outputs in external evidence reasonably than relying solely on model weights. Most teams implemented this as a pipeline: retrieve once, then generate...

Claude Skills and Subagents: Escaping the Prompt Engineering Hamster Wheel

For those who’ve been constructing with LLMs for some time, you’ve probably lived through this loop again and again: you are taking your time crafting an important prompt that results in excellent results, after...

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