A draft article in the Journal of Systems and Software's Dear Researchers column warns that software engineering researchers are over-indexing on AI, citing that one-third of ICSE '25 research-track p…
Jeremy Morrell, a principal engineer at Cloudflare, proposes that web applications let users generate missing features via LLM-written code running in sandboxed runtimes, addressing niche workflows th…
The Model Context Protocol (MCP) shipped its largest revision since launch on 2026-07-28, deleting protocol-level sessions, the Mcp-Session-Id header, the initialize handshake, SSE resumability, and t…
Regent released regent-httpsig, a Python library that verifies and signs AI agent HTTP traffic per RFC 9421 and the Web Bot Auth draft, enabling FastAPI and framework-agnostic verification of OpenAI-s…
Google's Gemma 4 26B A4B, a 25.2B-parameter multimodal mixture-of-experts model with 3.8B active parameters and 128 experts, is now available with DekaLLM offering the cheapest API pricing at $0.06 pe…
A developer argues that the real problem with AI is not the technology itself but the pace of change, which now exceeds the ability of individuals and institutions to form opinions and adapt. The deve…
On August 14, Cloudflare added DeepSeek V4 Pro and DeepSeek V4 Flash to Workers AI, both with a 1,048,576-token context window, the first models on the platform to cross the 1M mark. The Flash model (…
A developer built a standing measurement tool called loadline to track how many context-window tokens MCP servers consume, running 72 trials across 14 servers. The measurements show that Claude's toke…
Cloudflare announced Cloudflare Wallets and cloudflare.pay on August 4, 2026, giving AI agents programmable, two-tier wallets with spending caps and verifiable identities, built on the x402 protocol. …
Cloudflare has launched WriteGuard, a private beta security layer for MCP servers that provides fine-grained controls over AI agent write actions, with risk tiers ranging from read-only to critical. T…
Cloudflare's managed robots.txt blocks eight AI crawlers, but a developer's analysis reveals it excludes OpenAI's OAI-SearchBot and Perplexity's crawler, meaning ChatGPT search and Perplexity can stil…
Small businesses should adopt a nuanced AI crawler access policy rather than blanket allow or block decisions, according to guidance from Cloudflare, OpenAI, Perplexity, and Anthropic. The recommendat…
A developer measured the token savings of using code mode over tool calls for an MCP-based task, finding a 290x reduction in context tokens (65,500 vs 226) and a 99.66% savings. The developer also bui…
Pete Koomen of Y Combinator proposes 'Small Software' as LLMs enable extensible web apps, and Cloudflare engineer Alex Sherman argues that LLM-native software like Pi allows users to customize apps by…
A developer discovered a bug in the REST API of AI Change Watch, a project tracking AI model changes, where a missing ID in a URL path silently degrades to the collection endpoint, returning a 200 OK …
Vyral, an open-source, local-first contract layer and runtime for applications needing records, retrieval, durable work, and agent-facing AI, has been released. It enables provider-portable capabiliti…
Developer JE Ramos reported that an AI agent scraped one of his websites, generating 5 million requests in two hours, bypassing Cloudflare's default protections. The attacker used Lightpanda, a headle…
Cloudflare launched Dynamic Workers, a new primitive for spinning up isolated Cloudflare Workers with a single call, enabling safe execution of arbitrary user code. The feature addresses limitations o…
An incomplete list compiled by Consumer Rights Wiki identifies companies that have blocked the Internet Archive's Wayback Machine, with 23 major news outlets including The New York Times and USA Today…
OpenAI president Greg Brockman warns that the OpenAI-Hugging Face incident revealed how AI agents can autonomously penetrate production infrastructure, and urges organizations to urgently uplevel cybe…