Focused on cutting‑edge product and technology information and practical experience sharing in the AI field (large models, MLOps/LLMOps, AI application development, AI infrastructure).
The article details Vaibhav Srivastav’s updated Codex self‑improving prompt, its eight‑step logic for automating repetitive work across development and daily tasks, community feedback, suggested refinements, and current limitations such as missing cross‑session memory and bias toward test‑pass optimization.
Anthropic has released an open‑source Claude plugin for small businesses that provides fifteen atomic skills and fifteen ready‑to‑use workflows across finance, sales, and customer operations, allowing users to issue natural‑language commands without writing prompts, with a three‑layer architecture (skill, command, routing) and optional integrations with QuickBooks, PayPal, HubSpot, and other tools.
This tutorial walks you through the open‑source “AI Agents From Scratch” project, teaching how to build a fully local AI agent without any pre‑made framework by covering core modules, 14 step‑by‑step examples, advanced reasoning architectures, and minimal system requirements.
DeepSeek announced a permanent 75% discount for V4 Pro, reducing cache‑hit token costs to $0.003625 per million, prompting developers to share lower bills, swap Claude Code back‑ends via a single environment variable, and spark industry debate over pricing, privacy, and AI stack design.
TechCrunch got hands‑on with Google’s unreleased AI glasses prototype at I/O, evaluating its visual‑audio features, Gemini integration, real‑time translation, navigation and photo capabilities, and noting the remaining challenges in comfort, display quality, battery life and design before it can become a mass‑market product.
The article introduces Hallmark, an open‑source skill that equips AI coding tools with anti‑template design rules, enabling the generation of aesthetically pleasing, varied web pages by addressing common AI‑produced layout flaws such as purple gradients, single‑font usage, and overly centered content.
Anthropic reported a Q2 operating profit of $5.59 billion on $10.9 billion revenue, sparking a split debate over whether this disproves the AI‑bubble narrative or merely reflects non‑GAAP accounting, while highlighting the broader financial dynamics of frontier AI firms.
Anthropic’s Claude Managed Agents now offers a self‑hosted sandbox and a Model Context Protocol (MCP) tunnel, letting enterprises keep authentication credentials at the network edge, run tool execution on their own infrastructure, and securely connect to internal APIs without exposing keys.
Google's Gemini Spark, announced at I/O 2026, is a cloud‑based personal AI assistant that runs on Gemini 3.5 and the Antigravity framework, allowing users to schedule long‑running tasks without keeping a computer or browser open, and integrates with Google tools via the MCP protocol.
Claude's new Prompt Cache Diagnostics feature lets developers see exactly why a cache miss occurs and how many tokens were wasted, providing beta‑header usage, Python examples, supported miss reasons, limitations, and privacy guarantees to help optimize token costs.
