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Deep dive into Heretic uncensoring technology applied to Jamba2-Mini, Qwen3.5-9B, and 27B open-source models, exploring how refusal rates dropped from 97% to 4% and the safety debates involved.

Complete guide to setting up a local AI coding environment on MacBook Pro M4, covering Ollama, MLX, Continue, Qwen3-Coder 30B configuration, and performance optimization strategies for 32GB RAM.

Explore RRT co-inventor James Kuffner's career from Cloud Robotics and Google Robotics to Symbotic CTO, driving robots from labs to Walmart warehouse-scale deployment.

IBM announces quantum advantage with a novel verification technique, addressing the trust problem in quantum computing results. Analysis of the method's logic, differences from Google's quantum supremacy, and implications for commercialization.

Deep dive into how GitHub achieves over 45 GiB/s single-core case-folding using branch-free loops, byte-space arithmetic, and SIMD vectorization, approaching memory bandwidth limits.

Deep analysis of how cross-cloud GPU preemption migration technology helps MLOps teams cut 40% of compute costs through predictive telemetry, cross-cloud state migration, and compute arbitrage.

A six-year Unraid user shares a 20W ultra-low-power home server using Intel N100, hot/cold data separation, and NZBDAV Usenet streaming to replace 30TB of local hard drives.

Cursor Crane is a Mac keyboard efficiency tool that extends pure keyboard operation from UI element clicking to window management, multi-window workflows, and text editing through predictable hint systems.

ESP32-Bit-Pirate is an open-source hardware hacking tool based on ESP32, supporting UART, SPI, I2C, 1-Wire protocols with a web CLI for zero-install cross-platform debugging at just a few dollars.

Kaneo is an open-source, self-hosted project management tool built with TypeScript, embracing minimalist design. Explore its features, architecture, and why it earned 4600+ GitHub Stars.

ESP32-Bit-Pirate is an open-source hardware hacking tool based on ESP32, supporting UART, SPI, I2C, 1-Wire and more, with a Web CLI for zero-install cross-platform debugging at just a few dollars.

Proxmox's default kvm64 CPU type only exposes x86-64-v1 instructions, causing Immich's ML container to crash when NumPy's baseline isn't met. Learn the root cause and one-command fix.

Many consumer routers lack local DNS record settings, preventing custom hostname bindings for home servers. This article explains why and offers solutions including OpenWrt and Pi-hole.

Learn how to use KEDA for Kubernetes scale-to-zero, waking self-hosted apps on demand via HTTP interceptors. Covers cold start optimization, Cron warming strategies, and full open-source configs.

Looking for simple self-hosted notes and task management? This article recommends Vikunja and Memos as lightweight open-source alternatives to Nextcloud and Obsidian.

Looking for simple self-hosted notes and task management? This guide recommends Vikunja and Memos as lightweight open-source alternatives to bloated tools like Nextcloud and Obsidian.

A real-world case study of silent email loss caused by DANE/TLSA record mismatch. From empty logs to tcpdump packet capture revealing TLS handshake failures, with TLSA update procedures and automation strategies.

Learn how to fix corrupted media files after power outages using FFmpeg and ffprobe for automated detection, integrated with Sonarr for batch cleanup and re-downloading.

OpenAI announces GPT-5.6 Luna 80% cheaper, Terra 20% cheaper, targeting Gemini Flash. Analysis of the AI price war's business logic, Google's moat, Microsoft's hidden gains, and open-source impact.