A developer built a 2ms real-time AI inference pipeline in .NET for moderating a Discord chat environment with over 50,000 concurrent members. The pipeline abandons generative AI and third-party LLMs …
A study of the top 10,000 websites' robots.txt files found that 38% of GPTBot rules were written in the last quarter of 2023, following the crawler's launch and the New York Times lawsuit. Most sites …
A developer explains that Model Context Protocol (MCP) is the critical infrastructure enabling AI agents to interact with real services like Stripe, Postgres, and Sentry. By wiring MCP servers into a …
Cloudflare blocked access to a tutorial for building an edge AI loitering alert using the NE503 and Claude Code, citing a security trigger. The site owner can be contacted for resolution.…
A developer argues that as AI agents improve at reading complex infrastructure, explicit infrastructure-as-code becomes more valuable than black-box abstractions. Comparing Terraform on AWS versus Clo…
Google's John Mueller responded to a post on Bluesky criticizing the trend of creating separate markdown versions for AI agents, stating that a properly made website works well for both AI agents and …
Adi launched FlexInference, a deadline-aware AI inference router that cuts costs by up to 45% by finding cheaper providers within user-specified SLAs, charging only a 20% fee on savings with no per-re…
C1 Deploy launched C1 Bridge, a new component that extends AI Access Management to MCP servers running inside private networks without requiring inbound firewall rules or internet exposure. The soluti…
In 2026, over 150,000 tech workers have been laid off across 363 events, with companies explicitly citing AI as the primary driver while posting record profits. Cloudflare cut 20% of its workforce dur…
A security service blocked access to a website featuring the RK3576 Local DeepSeek with Lightweight WebUI after detecting a potential attack. The block was triggered by user actions such as submitting…
Cloudflare is giving all customers granular AI bot controls, allowing site owners to manage Search, Training, and Agent bots separately instead of blocking them all at once. Starting September 15, 202…
Google's John Mueller stated that Google does not use llms.txt or llms-author.txt files, and that Cloudflare's Content-Signal robots.txt directive has no effect on any crawler or LLM. Mueller advised …
Google published the Open Knowledge Format (OKF), a directory of linked markdown files for representing knowledge as a graph, on June 13, 2026. The format, built for internal company data, also solves…
Cloudflare and AWS have both integrated the x402 open protocol into their edge networks, enabling agent-to-service micropayments with stablecoin settlement. The protocol revives HTTP's 402 status code…
Vercel's open-source eve agentic framework allows developers to turn a folder of agent files into a deployed app, handling durable runs, sandboxed compute, approvals, and tracing. The author, who runs…
A developer outlines four technical layers for Generative Engine Optimization (GEO) to get developer sites cited by AI search engines like ChatGPT, Perplexity, Claude, and Google AI Overviews. These i…
A developer at a small digital marketing agency built installable Claude skills that package accumulated professional judgment rather than relying on static prompts. The system distinguishes between s…
Turva.dev, an audit business, ran its own site through four AI agents running Claude Fable 5, which generated 91 findings from a line-by-line review of 5,400 lines of source code. Most findings were m…
A developer released LockIn, an MCP server that gives AI assistants write access to the system hosts file to block websites natively, making distractions unbypassable. The tool offers timed unblocking…
The InstaTunnel engineering team developed an eBPF-based socket steering solution to preserve QUIC connection migration across load-balanced worker processes. By teaching the kernel to route packets b…