#Anthropic

Claude Opus 4.7: Engineering the Agentic Loop

Anthropic trades generalist hype for execution reliability, introducing a new effort tier and task budgets for production coding.

Article · 1mo ago0

How Transformers Built Their Own Internal Workspace

The discovery of Claude's emergent J-space reveals how language models self-organize to solve complex reasoning without external scratchpads.

Article · 1mo ago6

The Glasswing Paradox: Inside Anthropic's Gated Cyber-Defense Bet

Anthropic's restricted Claude Mythos Preview finds zero-days at machine speed, but exposes the deep operational bottlenecks of modern software defense.

Article · 1mo ago2

Build a Claude-Powered GitHub Actions PR Review Bot

Wire the Anthropic API into a GitHub Actions workflow that posts inline code review comments on every pull request, automatically.

Tutorial · 1mo ago0

The OCR Arbitrage: Squeezing 60% Off Claude Fable 5 Bills with Images

Developers are rendering code and system prompts as PNGs to exploit a massive loophole in LLM token pricing.

Article · 1mo ago4

Alibaba’s Claude Code Ban Exposes the Agentic Security Paradox

As AI coding assistants demand direct terminal access, the line between developer utility and system backdoor is rapidly blurring.

Article · 1mo ago2

Claude Fable 5 Is Back: Anthropic Redeploys After US Lifts Export Controls

Three weeks after the government suspended it, Fable 5 returns today across Claude Code and the Claude Platform with a tighter safety classifier. Cloud marketplace access is still pending.

Article · 1mo ago4

Anthropic's Mythos 5 Release Signals a New Gated AI Era

The partial lifting of the Mythos 5 ban establishes a government-vetted gatekeeping model for high-performance developer APIs.

Article · 2mos ago0

The distillation attack no API can fully block

Anthropic's 28.8-million-query accusation against Alibaba exposes an uncomfortable truth: when you sell model outputs, you sell the training data too.

Article · 2mos ago4

Designing for Failure When LLM APIs Go Down

Recent outages show that relying on a single AI provider is a single point of failure for production applications.

Article · 2mos ago0

Extract Structured Data from Documents with Claude Tool Use and Pydantic

Build a Python pipeline that sends invoice PDFs or images to Claude, forces a structured response via tool use, and returns a fully validated Pydantic model.

Tutorial · 2mos ago0

Claude Now Wants Your ID — KYC Comes to AI

Anthropic gates certain Claude capabilities behind government-ID checks via Persona; here's who it actually hits and why the precedent matters.

News · 2mos ago4

Orchestrating Chaos: Dynamic Multi-Agent Workflows in Claude Code

Anthropic's new dynamic harnesses combat agentic laziness and goal drift by letting Claude write its own orchestration scripts on the fly.

Article · 2mos ago0

Zero-Touch OAuth: Securing the MCP Enterprise Agent Stack

The Enterprise-Managed Authorization extension replaces manual consent prompts with centralized, identity-driven token exchange for AI agents.

Article · 2mos ago2

Claude API Outage Hits Production Workflows Across Multiple Models

A brief disruption to Anthropic's API and developer tools highlights the necessity of robust LLM fallback strategies.

News · 2mos ago4