ToolsHow Baseten Frames Inference Engineering: From Long Contexts to 10× Faster ServingBaseten engineers and researchers argue that inference engineering has matured into a distinct discipline that transforms model weights into production‑grade APIs.6 min read
ToolsProposing “AI-driven development” as the umbrella name for AI-assisted software workSoftware engineers have introduced many overlapping names for working with AI — vibe coding, prompt engineering, loop engineering, agentic engineering and spec-driven development — which can create confusion about responsibilities and standards.5 min read
ToolsCloud agents accelerated: 20–30% fewer tokens, 80% improvement for computer runsA provider developing cloud agents released updates that improved token efficiency by 20–30% and produced an 80% improvement on runs requiring computer use.1 min read
ToolsOrchard: an open, scalable environment service for agentic AI researchOrchard is an open-source framework centered on Orchard Env, a lightweight Kubernetes-based environment service designed to train and evaluate agentic AI across domains such as software engineering, web navigation, and personal assistants.5 min read
ToolsLarge language models lower the barrier to open-source developer toolsAn author argues on Hacker News that large language models (LLMs) make examining and modifying developer tools far easier, renewing the practical case for open-source tooling.3 min read
ToolsInterconnects launches Artifacts Hub and daily-updating Adoption Dashboard for open modelsInterconnects has released two new free data products: the Artifacts Hub, a curated view of ~792 models from the past two years with adoption and intelligence metrics, and an Adoption Dashboard that updates daily with download and derivative counts by geography and organization.2 min read
ToolsGPT‑Live: a full‑duplex voice AI built for sub‑second responsivenessOpenAI engineers Justin Uberti and Zahan Malkani describe GPT‑Live, a third‑generation voice system that removes turn detectors by using a full‑duplex voice model that listens and speaks simultaneously.5 min read
ToolsJune raises $20M to automate enterprise AI deployments and reduce reliance on on‑site engineersJune, a startup founded by ex‑Salesforce engineers, emerged from stealth with $20 million in pre‑seed funding led by Marc Benioff’s Time Ventures.3 min read
ToolsVercel's internal AI agent @𝚟 is gradually replacing daily tasksVercel introduced its internal AI agent, @𝚟, which is being used more each day and is exponentially increasing daily interactions and token usage; it already handles personal memories and user-specific workflows and, for example, notified the creators when skills.sh reached one million skills.1 min read
ToolsAutonomous Key: physical NFC lock for distracting apps costs $9Autonomous Key is a $9 physical NFC device paired with a companion app that locks distracting smartphone apps until the key is scanned, with each unlock lasting up to 60 minutes.3 min read
ToolsStateless MCP 2.0 Released; three new tools and example implementationsAnthropic's Model Context Protocol (MCP) specification was updated to a stateless format on 2026-07-28, simplifying client and server implementations by removing session state.4 min read
ToolsOpenAI further develops git support, improvements in upstream and in the Codex applicationAccording to OpenAI's announcement, they are continuously working on the openai/git project: performance, correctness, and testing improvements are flowing back into upstream repositories, and…1 min read
