Retrieval-augmented generation enhances the performance of AI agents by expanding their recall. It can do this in three ...

Large language models face a fundamental computational limit that causes undetected errors in complex tasks. Hybrid AI ...

Data analysis is no longer a specialist skill reserved for analysts. It now supports finance, trading, ecommerce, marketing, ...

Effective prompts use four core elements. Start by assigning a role, then give background context, state a clear task with an ...

The role of software developers is undergoing an identity shift with the rise of AI. For decades, engineering teams were measured by speed and output. Employees were rewarded for moving quickly within ...

A crash-test simulator for AI claim agents: adversarial cases, deterministic scoring, and replayable failure reports. Live demo · Release v0.1.0 ClaimPilot Harness runs messy insurance claim scenarios ...

This file records every meaningful decision made during planning, with the reasoning behind it. When Claude Code (or any contributor) is tempted to reopen a decision, they should read the rationale ...