132 related articles

A comprehensive guide to Coze by ByteDance: multi-agent collaboration, local tool integration, cross-platform sync, and credit system. Compare with Dify to get started fast.

Deep dive into Coze's three core capabilities: multi-person multi-AI collaboration, customizable agents, and cross-platform project management. Covers credits, Dify comparison, and a practical learning path.

A complete guide to self-hosting: replace paid subscriptions with Nextcloud, Jellyfin, Vaultwarden and more. Covers Docker deployment, backup strategy, and secure remote access.
AI Coding Agents Have Amnesia — An Ope…
Tired of AI coding agents forgetting everything? Explore an open-source SSH-synced memory system that lets Cursor, Claude Code, and other agents retain project context across sessions and devices — no cloud required.

A real homelab case: a UGREEN NAS used UPnP to automatically expose SSH port 22 to the internet, triggering brute-force attacks. Full breakdown of the incident, UPnP risks, and NAS security tips.
Apple SpeechAnalyzer vs Whisper: Speed…
Apple's WWDC 2025 SpeechAnalyzer API runs fully on-device with zero latency and no cost. We compare it against OpenAI Whisper on accuracy, speed, privacy, and cross-platform support.
MailFlow Open Source Email Client: A D…
MailFlow is an open source email client project built for developers, prioritizing privacy, self-hosting, and extensibility. Here's why it matters and how to evaluate whether to contribute.

Hombre is an open-source web GUI for self-hosted Honcho AI memory servers. Features workspace management, semantic search, real-time sync, and RBAC — built with FastAPI and native frontend, MIT licensed, Docker-ready.

DCTS is an open-source, self-hosted instant messaging platform led by an individual developer, integrating E2EE and decentralized architecture across desktop and mobile.

One 32GB server, 8 hours to build a complete home self-hosting ecosystem. This article details the selection logic behind core services like Jellyfin, Forgejo, Immich, and Ollama, plus infrastructure setup essentials for Nginx Proxy Manager and Podman Compose.

OpenInspect's Multi-Repo Automations lets AI coding agents maintain up to 10 repositories on a schedule simultaneously — isolated sessions, independent PRs, and fault-tolerant execution for security sweeps, dependency upgrades, and framework migrations.

Tailscale is a modern networking tool built on WireGuard that automates key exchange, node discovery, and routing. Supports SSO and 2FA. Perfect for remote work, self-hosting, and multi-cloud setups.

How Base44's product team scaled from a single founding engineer to an 80-person team with Claude Code. Covers AI-assisted onboarding, code review, user evaluation, and QA automation.

OpenAI releases GPT-5.6 (SOUL/TERRA/LUNA), with Ultra mode running four agents in parallel; Meta launches Muse Spark 1.1 with million-token context; ChatGPT desktop unifies Chat, Work, and Codex.

A Reddit user hid a NAS, hard drive array, and modem inside a €35 IKEA Gillersberg coffee table, winning his partner's approval. Here's how this high-WAF home server solution works.

SparkyFitness is an open-source, self-hosted alternative to MyFitnessPal and Flo. In one year: 4,500 users, 73 contributors, covering nutrition, sleep, women's health, GLP-1 tracking, and more.

Meta launched an enterprise AI agent, with Zuckerberg claiming it can "run your entire business." This article explores the commercial value of AI agents, the hidden risks of data ownership, and how different businesses can balance efficiency with data sovereignty.

A complete walkthrough of building an AI auto-editing workflow in n8n: Merge node sync, Luxon date filtering, scheduled triggers, real bugs, and debugging tips for solo creators.

Unsloth v0.1.481-beta adds full DeepSeek-V4-Flash support, NVFP4/FP8/imatrix GGUF quantized export, 1.3x faster GRPO, 3-5x faster MoE training, and an OpenAI-compatible API service in Studio.

A detailed guide to deploying the Dify agent platform locally: from Docker setup and integrating Ollama + DeepSeek local LLMs to workflow orchestration and RAG knowledge base construction.