141 related articles

In-depth analysis of Authentik security with port forwarding for self-hosted services, covering NPM reverse proxy architecture, risks, and hardening with CrowdSec, MFA, VPN, and defense in depth.

Deep dive into Compass, an open-source local-first code graph tool built in Rust, providing structured code understanding for human developers and AI agents.

Deep dive into building a self-play AI for dominoes using MCTS and CFR, analyzing the core bottleneck of search space abstraction in imperfect information games.

Deep dive into the LiveKit Agents open-source framework for building real-time voice AI agents using STT, LLM, and TTS modules with production-ready deployment capabilities.

mpai is an open-source terminal collaboration tool that lets team members join Codex and Claude Code sessions with full context, using Tailscale for private connections and attributed prompts.

How can a senior CS student pivot to ML in 4-5 months? A practical sprint guide covering learning priorities, high-quality projects, Kaggle strategy, and interview prep for fresh graduates.

Deep analysis of why teams build custom C/C++ inference engines instead of using PyTorch or TensorRT, exploring performance, minimal dependencies, and long-term maintenance tradeoffs.

Deep dive into the Tailscale + Caddy + Authelia self-hosted security architecture: traffic flow analysis, design strengths, and common pitfalls for building secure multi-server setups.

Servey is a remote desktop tool built for Apple's ecosystem, letting iPhone/iPad control Mac with LAN hardware acceleration, P2P private connections, and a built-in terminal for developers.

Analysis of how OpenAI optimizes Git for massive repositories, covering monorepo bottlenecks, partial clone, sparse checkout, fsmonitor, and practical tips for engineering teams.

Deep dive into domain security architecture for self-hosted services: Should services with different exposure levels use separate domains or subdomains? Analysis of subdomain enumeration risks, defense in depth, and practical isolation strategies.

In-depth analysis of when brute force vector search beats vector databases. For RAG apps with under a few hundred thousand vectors, brute force offers exact recall, simpler architecture, and easier debugging.

The Go team proposes new generic collection types under container/, including Set, ordered Map, queues, and more. A deep dive into the proposal and its design trade-offs.

JEP 401 (Value Objects) and JEP 539 (Strict Field Initialization) merged into JDK mainline. A deep dive into value objects' performance potential, strict initialization, and their impact on Java.

Seeing unfamiliar 404 requests and strange URLs in your NGINX logs? This article explains automated scanning attacks—their origins, intent—and provides practical defenses using Fail2ban, CrowdSec, and more.

Seeing strange 404 requests and bizarre URLs in your NGINX access logs? Learn what automated scanning attacks are, where they come from, and how to defend with Fail2ban, CrowdSec, and other practical solutions.

Learn how to securely expose self-hosted services via VPS using WireGuard tunnels, Pangolin, and reverse proxies — enabling client-free access to Plex, Immich, and more while hiding your home IP.

OneDrive stalls as file counts approach 400K, causing sync failures and high CPU usage. This guide analyzes the technical causes and compares self-hosted alternatives like Syncthing, Nextcloud, and rsync/rclone.

OneDrive stalls when file count approaches 400K, causing sync failures and high CPU usage. This guide analyzes the bottleneck and compares Syncthing, Nextcloud, rsync/rclone for self-hosted sync.

qsa.sh is a minimalist external server security scanning tool. Just run curl qsa.sh to get a port exposure and vulnerability report for your public IP in 30 seconds. Learn its technical architecture and pricing.