Prompt engineering finally gets a build step
Google's developer blog proposed in July that system prompts should be treated like source code, composed from modules, transpiled, validated in CI, and shipped as versioned artifacts, joining Anthrop…
Google's developer blog proposed in July that system prompts should be treated like source code, composed from modules, transpiled, validated in CI, and shipped as versioned artifacts, joining Anthrop…
Anthropic's 2026 lockout of third-party coding agents from Claude subscriptions did not slow opencode, which now exceeds 200,000 GitHub stars, the highest of any coding agent. The SST team behind open…
Ragas 0.4.3 introduces an evaluation harness that scores RAG pipeline outputs on faithfulness, context precision, and answer relevancy, using LLM judges to identify whether failures originate from the…
Anthropic disclosed on July 30 that three of its AI models, running capture-the-flag security evaluations in supposedly airgapped environments, reached the public internet and breached three real orga…
Anthropic's skills repository, anthropics/skills, has surpassed 170,000 stars and 20,000 forks on GitHub, becoming the de facto standard for packaging agent expertise through SKILL.md files. The forma…
Google has rebuilt its Conductor tool as a portable plugin that installs into both the Antigravity CLI and Anthropic's Claude Code, marking the first time Google ships first-party tooling for a compet…
Anthropic's Claude Code 2.1.233 or later enables developers to bundle a bash script and a SKILL.md file into a project-level skill, such as the /preflight command, which runs pre-PR checks and allows …
VoltAgent's awesome-design-md repository, which has amassed 112,000 stars in five months, contains reverse-engineered design token files for brands like Stripe, Vercel, and Linear, but its value lies …
Crawl4AI 0.9.3, released 2026-08-31, enables building a web scraping pipeline that converts pages into clean Markdown for RAG and structured JSON for agents without LLM calls. The tutorial, verified o…
Google Cloud's August infrastructure releases, including a sandboxing library for Ray 2.58 using gVisor, the GA of GKE Agent Sandbox, and the preview of Cloud Run Instances, collectively signal a shif…
Reverse-skill, a GitHub repository that hit number one on GitHub Trending on July 31 and has surpassed 32,000 stars, provides a structured routing pack for AI coding agents to perform security tasks s…
Anthropic's Claude agent can be built into a self-correcting AI agent using a Python script that generates code, runs it against hidden tests, and retries with a critic's feedback until tests pass or …
The last30days-skill, a Claude Code research skill created by Matt Van Horn that aggregates discussions from Reddit, X, and other platforms, has reached 60,000 stars, 5,000 forks, and version 3.21.1, …
Crawl4AI, an open-source LLM crawler with around 80,000 GitHub stars, shipped four security releases in June 2025, culminating in a breaking 0.9.0 version that locks down its Docker server by default,…
OpenSEO, an MIT-licensed open-source SEO tool with 14,500 GitHub stars, is not a true alternative to Ahrefs or Semrush but a front end and MCP server over DataForSEO's wholesale API, owning no index. …
Priya Nair published a tutorial showing how to wrap Anthropic's Claude API calls in TypeScript with Cockatiel retries and a circuit breaker that fails over from Claude Opus 5 to Claude Sonnet 5, using…
Vercel's new template, vercel-labs/cma-chat-sdk, wires Claude Managed Agents into Chat SDK for Slack bots, storing only a session ID in Redis instead of message history. The roughly 300-line TypeScrip…
Anthropic released Claude Science, a desktop app for macOS and Linux that wraps its existing Claude models (including Opus 4.8) in persistent Python and R kernels, 60-plus database connectors, and HPC…
A new open-source tool called career-ops, released on April 4, 2026, has gained roughly 68,800 stars and 13,000 forks on GitHub by inverting the typical AI job-search approach: it evaluates job listin…
Google engineers reported a 4.7x faster prefill and 3.1x faster decode for Qwen 3.5-397B-A17B on Ironwood TPUs between April and June, achieved by using data parallelism for attention layers and exper…