RunInfra is an inference platform built for agent workflows that emphasizes fast responses, cached context to cut input costs, and unified access to open models through a single API key compatible with OpenAI and Anthropic SDKs. It implements session-aware routing so repeat calls hit the same replica and remain “warm,” reports cache hits in usage and bills cached tokens at lower rates, and publishes a cache-measurement methodology. Security and governance features include zero data retention by default, TLS/AES-256 encryption, SOC 2 Type II attestation, role- and row-level workspaces, and an explicit “no training” policy on prompts and completions. The site also offers CLI setup for coding agents, pricing plans, and a marketplace-style model library.
Model-specific metrics and effective pricing are central: GLM 5.3 FLASH lists $0.11/1M input ($0.03 cached), $0.45/1M output, 99.3% cache hits, 254.1 output tok/s, effective input $0.031/1M; DEEPSEEK V4.1 FLASH $0.14/$0.03/$0.58, 99.2% hits, 378 tok/s, effective $0.031; NEMOTRON 3.5 LIGHTNING 30B $0.05/$0.01/$0.15, 540.9 tok/s (cache rate not published); QWEN3.8 27B $0.10/$0.01/$0.40, 71.1% hits, 140 tok/s, effective $0.037; ORNITH 1.5 35B $0.10/$0.01/$0.40, 94.2% hits, 216 tok/s, effective $0.016. Cache-hit rates are presented as best-effort and used to compute “effective input” prices that can be multiple times lower than list rates.
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Ubuntu 26.10, codenamed 'Stonking Stingray', introduces enhanced security, hardware support, and new features like Rust-based coreutils and Myna speech-to-text. The release also includes updates to GNOME 51, improved enterprise authentication, and expanded AI workload support. (lists.ubuntu.com)
Unfenced offers listings of 13,626 properties that border public land across the US, checked against official boundary maps. The platform allows users to browse, view satellite imagery, and explore land for sale near public forests and wilderness areas. (unfenced.land)
KDE Plasma 6.8 has been released to mark the 30th anniversary of the project, introducing features like a new backup tool and improved accessibility options. The update also drops support for X11 sessions and enhances visual consistency and performance across the desktop environment. (omgubuntu.co.uk)
Social media engagement for Reform UK figures has declined following Ukrainian strikes on Russian data centres, which significantly reduced bot activity linked to Russian networks. The drop in automated activity appears to have impacted the reach and engagement of Reform UK posts in the UK. (thelondoneconomic.com)
Flipflop is an open-source project that creates persistent tunnels for filesharing using Iroh technology. It aims to facilitate secure and reliable file sharing in physical spaces. (github.com)
Terminalthemes.com is a web app offering over 800 terminal themes in nearly 40 formats, with live previews and accessibility features. It is free to use, with community contributions and options for users to submit and claim themes. (news.ycombinator.com)
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