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OpenAI released Turnstile, a Rust-based proxy that records exact token-level histories of agentic interactions to improve reinforcement learning for language models. The tool prevents retokenization drift by capturing to…
Keepsake, a new tool currently in beta for Apple Silicon Macs, offers automatic save points for AI projects, allowing users to snapshot working versions and roll back changes. The tool integrates with AI agents like Clau…
A developer argues that building simple chatbot wrappers around LLMs is a dead end and advocates for agentic workflows instead. By breaking tasks into iterative loops with planning, execution, critique, and refinement, d…
OpenAI's Model Training Acquisition Team requested that user Vandivier delete their repository, claiming the code is so poor it reduces average model performance by 91% and that its absence could have led to a 21% chance…
A new poll of nearly 3,800 Steam players by GameDiscoverCo reveals that 43% of PC gamers have no major issue with AI disclosures on Steam, but only 17% believe developers are fully transparent about AI use in games. The …
Agentjail v0.6.0 has been released, hardening the credential broker and daemon to prevent coding agents from accessing secrets like master keys, database passwords, and cloud metadata. The update also improves macOS sand…
PandaPage is a new tool that lets users host an HTML page with a single curl command, no signup required, and pages auto-expire after a configurable time. Built on Cloudflare Workers, R2, and KV, it is designed to give c…
Probelock, a new open-source tool, provides a lockfile for LLM tool calling that records model capabilities and fails CI when a model or quant swap lowers scores. It derives probes from existing tool schemas and uses cod…
SpaceXAI launched Grok 4.5 on July 8, a coding-focused AI model priced at $2 per million input tokens and $6 per million output tokens, with Elon Musk claiming it rivals Claude Opus 4.7 in performance while offering supe…
Anthropic's Claude Opus 4.8 has been experiencing recurring outages since mid-June 2026, with elevated error rates affecting API, Claude Code, Console, and claude.ai, raising reliability concerns among enterprise users. …
A developer built an interactive atlas of 8.5 million research papers from arXiv, PubMed Central, bioRxiv, and medRxiv, embedding them into a 2D map with LLM-generated summaries, entity links, and an MCP server for AI ag…
OpenAI released GPT 5.6 in three models—Sol, Terra, and Luna—now available on Vercel's AI Gateway. The models offer improved agentic capabilities in coding, biology, and cybersecurity with greater token efficiency. AI Ga…
A new workflow using Claude Fable 5 enables users to generate 25 complete websites in under an hour by autonomously researching niches on Pinterest, generating visual assets via Higgsfield, scaffolding site code, and dep…
LLM Gateway explains how prompt caching can reduce large language model costs by 30–99% and cut latency to sub-millisecond. The post details exact-match and prefix caching strategies, showing how a customer support bot u…
GitHub published a July 8, 2026 walkthrough showing Copilot CLI configuring GitHub Pages DNS through Namecheap's API, taking a site from empty repository to custom-domain HTTPS in about 14 minutes. The demonstration mark…
Jamf is integrating AI governance with Amazon Bedrock, enabling centralized management of on-device AI clients on Mac endpoints. The solution, shipping in June 2026, supports Claude Desktop, Claude Code, Claude Cowork, a…
The ELIZA Archaeology Project, an interdisciplinary research initiative, explores the history and cultural impact of the ELIZA chatbot, created by Joseph Weizenbaum at MIT in the 1960s. The project aims to contextualize …
Matt Pocock's /writing-for-agents skill, renamed from /writing-great-skills in v1.1, provides a reference for writing agent-facing documents such as skills, AGENTS.md, CLAUDE.md, specs, and READMEs, emphasizing deletion …
Forbes Councils Member Oleg Lola argues that AI will not replace software developers in 2026, but developers who leverage AI tools will outpace those who do not, potentially displacing other roles. The piece warns agains…
Anthropic's Claude Cowork enables AI agents to execute multi-step tasks remotely, persisting sessions across devices and continuing work even after the user closes their laptop. This shifts AI from synchronous chat-based…