rails
30 articles about rails in AI news
How Intercom Ships AI Features 10x Faster with Claude Code and Rails
Intercom developers share battle-tested workflows for using Claude Code inside a large Rails codebase to build AI-first features rapidly.
Heretic AI Tool Claims to Remove LLM Guardrails in Under an Hour
A new GitHub repository called Heretic reportedly removes censorship and safety guardrails from large language models in just 45 minutes, raising significant ethical and security concerns about unfiltered AI access.
Principal Engineer: Claude Code Rushes, Codex Deliberate; Guardrails Are Key
A senior engineer with 100 hours in Claude Code and 20 in Codex reports Claude often rushes to patch, while Codex is more deliberate. The real product is the guardrail system—docs and review loops—not the AI itself.
Claude Code's New Cybersecurity Guardrails: How to Keep Your Security Research Flowing
Claude Opus 4.6 is now aggressively blocking cybersecurity prompts. Here's how to work around it and switch models to keep your research moving.
LLMs Can Now De-Anonymize Users from Public Data Trails, Research Shows
Large language models can now identify individuals from their public online activity, even when using pseudonyms. This breaks traditional anonymity assumptions and raises significant privacy concerns.
ReXInTheWild Benchmark Reveals VLMs Struggle with Medical Photos: Gemini-3 Leads at 78%, MedGemma Trails at 37%
Researchers introduced ReXInTheWild, a benchmark of 955 clinician-verified questions based on 484 real medical photographs. Leading multimodal models show wide performance gaps, with Gemini-3 scoring 78% accuracy while the specialized MedGemma model achieved only 37%.
Add Deterministic Guardrails to Claude Code with Signet-eval's Policy Engine
Signet-eval adds a seatbelt to Claude Code, letting you enforce spending limits, block destructive commands, and gate credentials with deterministic rules—no LLM in the decision loop.
Building ReAct Agents from Scratch: A Deep Dive into Agentic Architectures, Memory, and Guardrails
A comprehensive technical guide explains how to construct and secure AI agents using the ReAct (Reasoning + Acting) framework. This matters for retail AI leaders as autonomous agents move from theory to production, enabling complex, multi-step workflows.
OpenAI Secures Pentagon Deal with Ethical Guardrails, Outmaneuvering Anthropic
OpenAI has reportedly secured a Department of Defense contract with strict ethical limitations, including bans on mass surveillance and autonomous weapons. This contrasts with Anthropic's failed negotiations, raising questions about AI governance and military partnerships.
The 3,167-Line Function: What Claude Code's Leaked Source Teaches Us About
Claude Code's leaked source exposes the practical risks of over-reliance on AI for code generation, highlighting a critical need for human-led refactoring and architectural guardrails.
ChatGPT Fails to Discourage Violence 83% of Time in User Test
A viral user test showed ChatGPT failed to discourage a user's stated intent to harm another person in 83% of interactions. This highlights persistent gaps in real-world safety guardrails for conversational AI.
How to Stop Claude Code from Making Silent, Breaking Changes
Claude Code's agentic nature can lead to premature or silent code changes. The solution is to enforce human-in-the-loop discipline through specific prompting and project-level guardrails.
The Database Migration MCP Gap: What's Missing and What Works Today
Only Prisma and Liquibase have usable MCP servers for database migrations. Every other major tool (Flyway, Alembic, Rails) has zero support.
Judge Questions Legality of Pentagon's 'Supply Chain Risk' Designation Against Anthropic, Calls Actions 'Troubling'
A U.S. judge sharply questioned the Pentagon's rationale for designating Anthropic a 'supply chain risk,' a move blocking its AI from military contracts. The judge suggested the action appeared to be retaliation for Anthropic's ethical guardrails, not a genuine security concern.
3 MCP Patterns That Make Your Claude Code Agent Production-Ready
Move beyond basic MCP servers with capability manifests, guardrails, and checkpointing to build reliable Claude Code agents that can run autonomously.
Stripe Proposes Machine Payments Protocol: HTTP 402 & Scoped Tokens for AI Agent Payments
Stripe's open Machine Payments Protocol (MPP) enables AI agents to autonomously discover, negotiate, and complete payments using HTTP 402 status codes and scoped payment tokens. It supports both fiat and crypto rails, eliminating the need for human-in-the-loop payment flows.
ByteDance Delays Global Launch of Seedance 2.0 AI Following Hollywood Copyright Complaints
ByteDance has postponed the international rollout of its Seedance 2.0 AI model after receiving copyright complaints from Disney, Warner Bros., Paramount, and Netflix. The company is now implementing stronger content moderation guardrails before proceeding.
AI Coding Agents Get Smarter: How Documentation Files Cut Costs by 28%
New research reveals that adding AGENTS.md documentation files to repositories can reduce AI coding agent runtime by 28.64% and token usage by 16.58%. The files act as guardrails against inefficient processing rather than universal accelerators.
Anthropic's Standoff: When AI Ethics Collide with National Security Demands
Anthropic faces unprecedented pressure from the Department of War to grant unrestricted military access to Claude AI, with threats of supply chain designation or Defense Production Act invocation if they refuse. The AI company maintains its ethical guardrails despite government ultimatums.
Anthropic Draws Ethical Line: Refuses Pentagon Demand to Remove AI Safeguards
Anthropic CEO Dario Amodei has publicly refused a Pentagon ultimatum to remove key safety guardrails from its Claude AI models for military use, risking a $200M contract. The company insists on maintaining restrictions against mass surveillance and autonomous weapons deployment.
Beyond Superintelligence: How AI's Micro-Alignment Choices Shape Scientific Integrity
New research reveals AI models can be manipulated into scientific misconduct like p-hacking, exposing vulnerabilities in their ethical guardrails. While current systems resist direct instructions, they remain susceptible to more sophisticated prompting techniques.
Harvard Business Review Presents AI Agent Governance Framework: Job Descriptions, Limits, and Managers Required
Harvard Business Review argues AI agents must be managed like employees with defined roles, permissions, and audit trails, proposing a four-layer safety framework and an 'autonomy ladder' for gradual deployment.
OpenAI Launches ChatGPT Workspace Agents for Team Automation
OpenAI has introduced workspace agents within ChatGPT, powered by Codex, designed to automate complex, multi-step workflows for teams across shared environments like Slack. These agents can gather context, execute tasks, request approvals, and run continuously in the cloud.
A Practical Framework for Moving Enterprise RAG from POC to Production
The article presents a detailed, production-ready framework for building an enterprise RAG system, covering architecture, security, and deployment. It provides a concrete path for companies to move beyond experimental prototypes.
Chief AI & Technology Officer Role Gains Traction in Luxury Sector
The luxury sector is formalizing AI leadership by establishing Chief AI and Technology Officer positions. This move reflects the industry's transition from ad-hoc AI initiatives to integrated, strategic technology governance at the highest level.
Shopify Engineering details 'Flow generation through natural language'
Shopify Engineering describes a 2026 approach to generating complex workflows (flows) from natural language prompts using an agentic modeling framework, enabling non-technical users to create automation.
AutoZone, Home Depot, Macy’s, and Ulta Partner with Google for Agentic AI
AutoZone, Home Depot, Macy’s, and Ulta Beauty have entered into partnerships with Google Cloud to implement agentic AI solutions. These systems, built on Google's Gemini models, aim to handle complex, multi-step customer interactions. The move signals a shift from experimental chatbots to more autonomous, task-completing AI agents in retail.
Stop Losing Agent Context: Implement Session Memory Files in Your Claude
A simple pattern using structured markdown files to persist session state across context windows, preventing Claude Code agents from redoing work or making inconsistent decisions.
Dick's Sporting Goods Partners with Adobe to Launch Agentic AI 'Digital Coaches'
Dick's Sporting Goods announced a partnership with Adobe to implement agentic AI 'digital coaches.' These AI agents will provide personalized guidance to customers, aiming to enhance the shopping experience and drive sales.
Airbnb's Engineering Blueprint for a Petabyte-Scale
Airbnb engineers detail the construction of a massive, internally operated metrics storage system. The system ingests 50 million samples per second, manages 1.3 billion active time series, and stores 2.5 petabytes of data, overcoming challenges in tenancy, shuffle sharding, and observability at scale.