Anthropic launched Claude Fable 5 and Claude Mythos 5 today — a Mythos-class model that tops nearly every benchmark. Fable 5 is available to the public via API and Amazon Bedrock at $10/M input and $50/M output tokens, less than half the price of Mythos Preview. Mythos 5, the unrestricted …
Editorial team 
Building Claude Skills: A Complete Developer Guide
What Are Claude Skills Direct answer: Claude Skills are folders of markdown instructions, scripts, and reference files that Claude loads dynamically to handle specialized tasks. They eliminate the need to re-paste context, style guides, or workflow rules into every conversation session. Every time you start a new Claude conversation, you …
Anthropic: AI Now Builds AI — Inside the Recursive Self-Improvement Data
On June 4, 2026, Anthropic published a research paper titled When AI Builds Itself that made a blunt admission: more than 80% of the code merged into Anthropic’s production systems is now written by Claude. Engineers at the company ship 8× more code per day than they did in 2024. …
70% of Teams Run 3+ LLMs in Production. Nobody Knows How
OpenAI’s Market Share Dropped From 75% to 63% in One Year — And That’s the Least Interesting Part Datadog’s 2026 State of AI Engineering report, released in April 2026, analyzed LLM telemetry across more than a thousand production environments. The headline finding: 70% of organizations now run three or more …
Claude Opus 4.7 Ships, Sonnet 4.8 Leak Raises Questions
Claude Opus 4.7 Ships, Sonnet 4.8 Leak Raises Questions On April 16, 2026, Anthropic released Claude Opus 4.7 (model ID: claude-opus-4-7) to general availability across its own API as well as Amazon Bedrock, Google Vertex AI, and Microsoft Foundry. The pricing held steady at $5 per million input tokens and …
DeepSeek Costs 1/30th of GPT-5.5. That’s Not an Anomaly
DeepSeek Costs 1/30th of GPT-5.5. That’s Not an Anomaly. DeepSeek V4 Pro charges $0.435 per million input tokens and $0.87 per million output tokens. GPT-5.5 costs $5.00 input and $30.00 output. Claude Opus 4.7 costs $5.00 input and $25.00 output. That’s 11.5x cheaper on input and 34.5x cheaper on output …
72% of Your LLM Calls Are Re-Processing Identical Prompts
69% of Your LLM Input Tokens Are System Prompts — And You’re Paying to Re-Process Them Every Single Call Datadog’s 2026 State of AI Engineering report, built on LLM telemetry from over a thousand production environments, contains a number that should make every platform engineer wince: 69% of all input …
5% of AI Requests Fail in Production — And Most Teams
Nearly 1 in 20 AI Requests Fail in Production — and the Bottleneck Isn’t the Model Datadog’s State of AI Engineering 2026 report, published in April 2026, pulled data from thousands of organizations running LLMs in production and found something that should make every platform engineer sweat: roughly 5% of …
MCP Security Debt Is Coming Due: 6 CVEs, 5000 Servers
6 CVEs in 6 Months: Why MCP Is the Most Dangerous Attack Surface in Your AI Stack In February 2025, a researcher demonstrated the first public tool-poisoning proof-of-concept against an MCP server. By June, there were six published CVEs — including a critical RCE in VS Code’s MCP integration discovered …
Editorial team 
Anthropic Releases Claude 4 with 1M Context Window
Anthropic Releases Claude 4 with 1M Context Window Digesting Entire Monorepos: The Developer Workflow Revolution The 1M token context window represents a paradigm shift in how AI interacts with production codebases. One million tokens accommodates approximately 25,000-30,000 lines of code—enough to encompass a mid-sized microservice, a substantial internal library, or …
O que é inteligência artificial generativa: conceito e aplicações
Inteligência artificial generativa é um subcampo da IA dedicado a criar conteúdo inédito — textos, imagens, código, áudio e vídeo — aprendendo padrões estatísticos a partir de grandes conjuntos de dados. Desde o lançamento do ChatGPT, essa tecnologia passou a ocupar o centro das estratégias corporativas de automação e produtividade.
How Anthropics “Gift Max” Security: a comprehensive overview
How Anthropic’s “Gift Max” Security Flaw Exposes Critical Vulnerabilities in AI Billing Systems On April 27, 2026, a single security vulnerability in Anthropic’s billing system allowed attackers to drain over €800 from a user’s account despite active 2FA and 3-D Secure protection. This incident reveals fundamental flaws in how AI …