A developer running 14 content-production lines generating ¥1.2M/month in revenue built an automated weekly report script, revenue-gate.sh, to flag underperforming lines. The script, which runs every …
Anthropic's Claude platform comprises four core components: Claude Code, an agentic command-line tool for code generation and refactoring; the Agent SDK, a framework for building multi-agent applicati…
A developer detailed the orchestration patterns behind a production multi-agent pipeline built on the Claude API, emphasizing tiered model selection, structured outputs, and prompt caching to ensure r…
Anthropic is hiring a Manager of Applied AI Architecture, Commercial, a first-line leadership role reporting to the Head of Applied AI, Commercial, with a salary of $315k–380k/yr, based in San Francis…
A developer explains that an API timeout does not necessarily mean the model is down, but rather that one participant in the request chain stopped waiting. The post outlines how to diagnose the specif…
Anthropic released a new browser use tool, `browser_toolset_20260801`, to general availability on the Claude API on August 19, 2026, alongside computer use's GA as `computer_toolset_20260801`. The new…
A developer's comparison of Anthropic's Claude API and OpenAI's API finds the two large language model APIs more alike than different in fundamentals, including per-token pricing, streaming, tool call…
Anthropic published documentation for Claude's system prompts, which provide context such as the current date and behavioral guidance for Claude.ai and mobile apps, noting that the prompts are periodi…
A June 2026 study by LightSpeed and Tencent found that four frontier models—Claude Sonnet 4.5, DeepSeek-V4-Pro, GLM-5, and Gemini-3-Flash—misjudged their total context size with median relative error …
Anthropic reported degraded performance affecting claude.ai, platform.claude.com, the Claude API, Claude Code, and Claude Cowork, according to a status update. The outage impacts users of Anthropic's …
Anthropic disclosed the system prompts used by Claude's web interface and mobile apps, which provide up-to-date information such as the current date and encourage behaviors like always providing code …
A single misconfigured AI agent loop can burn through a month's cloud budget in an afternoon, according to production engineering guidance, and token budgets and rate limits are distinct mechanisms th…
Andréas, a full-stack developer and CTO, benchmarked his local AI agent runner and found that the concurrency bottleneck was not the model server or hardware but the scheduling policy. The runner's ev…
Anthropic plans to embed invisible, machine-readable watermarks into text generated by supported Claude models, including Claude, Claude API, Claude Code, and Claude Cowork, to support transparency an…
An engineer detailed how the Claude API's tool_choice parameter can be used to force a specific tool call, enabling developers to obtain structured JSON output by declaring a single tool and setting t…
A developer built an AI agent for business idea validation using Reddit comments, detailing the challenges of bypassing anti-bot measures and managing costs. The system, built with Node.js and the Cla…
A new open-source web tool, remote-mcp-server-tester (also available as mcp-tester), lets developers inspect any Model Context Protocol (MCP) server by browsing its tools, resources, and prompts, meas…
Anthropic's Claude AI does not have a single unified memory system; instead, chat, projects, Claude Code, and API-based applications each use distinct mechanisms with different storage and boundaries.…
Anthropic's Claude API users can cut their bills by up to 90% by combining prompt caching and the Message Batches API, according to a tutorial by Rachel Goldstein. Prompt caching bills repeated contex…
Anthropic's Claude suffered a fresh outage on July 29, 2026, triggering more than 2,000 reports and a '529 Overloaded' error, with service later restored across Claude.ai, Claude Code, and the API. Th…