#SAST alternative
31 related articles
·4 min
Practical Guide to Auto-Recovery from Self-Hosted Server Hangs: From Watchdog to Out-of-Band Management
A detailed guide to auto-recovery solutions for self-hosted server hangs, covering hardware watchdog configuration, systemd watchdog setup, smart PDU out-of-band management, and multi-layer defense strategies for unattended homelab high availability.
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·4 min
SQLite in Production: A Deep Dive into WAL Mode, Concurrency Control, and VFS Optimization
A deep dive into three core SQLite production optimizations: WAL mode for read/write concurrency, single-writer concurrency model best practices, and VFS layer tuning with mmap and custom locking.
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·3 min
Object Storage vs Cloud Drives: Cost, Reliability, and Strategy for Long-Term Backups
In-depth comparison of object storage (BackBlaze B2, OVH) vs cloud drives (Google Drive) for long-term backup cost, reliability, and convenience, with guidance on implementing the 3-2-1 backup rule.
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·3 min
Home Server Setup Guide: Self-Hosted Services Worth Deploying
From Jellyfin and Immich to Nextcloud, explore self-hosted services worth deploying on a home server, covering media, file sync, encrypted chat, and download automation.
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·2 min
Agenta: A Detailed Look at the Open-Source Self-Hosted Claude Cowork Alternative
Agenta is an open-source AI Agent collaboration platform supporting self-hosted models and any Agent framework, positioned as an open-source Claude Cowork alternative.
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·4 min
Disaster and Glory of the Apollo Program: The History We Must Revisit Before Returning to the Moon
From the fatal Apollo 1 fire to Apollo 8's daring lunar orbit to Apollo 11's successful landing—revisiting the disasters, fears, and compromises of the Apollo program and their lessons for today's return to the Moon.
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·4 min
Choosing the Wrong Agent Ruins Everything: Why the Same Model Can Perform Like Two Completely Different AIs
The same LLM API performs drastically differently under different Agent frameworks. Through a real database crash case, this article analyzes why choosing the right Agent matters more than switching models.
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·3 min
Self-Hosting Hardware Upgrade Guide: From an Old NUC to a Game Server and Beyond
A detailed guide to self-hosting hardware upgrades: analyzing NUC bottlenecks, comparing used enterprise Mini PCs and ITX builds for Jellyfin, Immich, and Minecraft servers.
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·3 min
Self-Hosting Hardware Upgrade Guide: From an Old NUC to a Game Server and Beyond
A detailed guide to self-hosting hardware upgrades: analyzing NUC performance bottlenecks, comparing used enterprise Mini PCs and custom ITX builds for Jellyfin, Immich, and Minecraft servers.
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·3 min
Apache Cassandra Explained: A Linearly Scalable and Highly Available Distributed Database
Deep dive into Apache Cassandra's core design: linear scalability, decentralized architecture, tunable consistency, and ideal use cases for engineering teams.
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·2 min
Goodbye Paid Subscriptions: A Complete Practical Guide to Self-Hosting
A complete guide to self-hosting: replace paid subscriptions with Nextcloud, Jellyfin, Vaultwarden and more. Covers Docker deployment, backup strategy, and secure remote access.
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Guided Generative Models: A New Approa…
·2 min
Guided Generative Models: A New Approach to Estimating Extreme Event Probabilities
Guided generative models use guidance sampling to extend generative AI into rare event probability estimation — covering financial risk, climate prediction, and engineering reliability.
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·2 min
Quadruped Robot Becomes a Wheelchair: How Bionic Legs Are Reimagining Accessible Mobility
YouTube creator JLaservideo built a "bionic legs" wheelchair for his father using Unitree's B2 quadruped robot. Explore the tech, challenges, and real-world impact of robotic assistive mobility.
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·4 min
Super El Niño Warning: How Extreme Climate Is Reshaping Our Future
A "Godzilla-class" super El Niño is brewing in the Pacific, and scientists warn it could set records for pushing up global temperatures. A deep look at how El Niño works, its uneven global impacts, climate policy gridlock, and the surprising hope from the green energy transition.
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·4 min
The Death of Codex: How OpenAI Buried Developers' Favorite Coding Brand With Its Own Hands
OpenAI merged Codex into ChatGPT, killing a developer-beloved AI coding brand. A deep dive into the gains and losses of this brand consolidation.
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·5 min
DCTS: A Deep Dive into an Open-Source Self-Hosted E2EE Encrypted Communication Platform
DCTS is an open-source, self-hosted instant messaging platform led by an individual developer, integrating E2EE and decentralized architecture across desktop and mobile.
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·2 min
Why Are Developers Leaving GitHub? A Deep Dive into Codeberg and Self-Hosting Alternatives
More developers are migrating to Codeberg or self-hosted Git platforms over data sovereignty, AI training disputes, and centralization risks. A deep dive into why they're leaving GitHub and how alternatives compare.
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·5 min
GLM-5.2 Hands-On Review: A 753B-Parameter Open Model That Beats GPT and Claude on Value
In-depth hands-on review of Zhipu AI's flagship GLM-5.2: a 1M-token context window and API pricing just one-fifth of GPT/Claude. Covers website building, Chrome extensions, 3D game cloning, and agentic workflows.
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·3 min
Real-World Test: GPT-4.1 mini Solved a Crash Bug That Stumped Every Chinese LLM
Real debugging case: when 400MB of source code and 40K files caused an infinite crash loop, MiniMax M3, DeepSeek, and Hunyuan all gave wrong answers. GPT-4.1 mini found the root cause after an hour of deep reasoning.
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·4 min
AI Coding Security: A CLI Tool Designed to Block Vulnerable Dependencies for Agents
AI coding assistants (Copilot/Cursor/Claude Code) frequently introduce vulnerable dependencies and hallucinate package names. This post analyzes an Agent-native CLI security tool and the shift-left security philosophy for AI-era supply chains.
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