AI, agentic & LLM news, decoded.
AI moves fast. We sum it up.
Daily watch on AI, autonomous agents and LLMs — the essentials, without the noise.
Latest articles
OpenAI launches "dots": always-on agents, but not for Europe
At its September 29 DevDay, OpenAI unveiled persistent agents with their own cloud computer. What they do, their guardrails, and what it means if you'd rather host your own agents.
Meta Muse: Meta's personal agent that acts on your behalf, for now without Europe
Launched September 8, 2026, Muse is Meta's personal AI agent. What it does, where it's available and what it reveals about the consumer agent race.
MCP: tool servers are becoming the main attack surface against AI agents
Prompt hijacking, poisoned tools, unauthenticated servers: where MCP security stands in 2026 and the habits that protect an agent stack.
Kimi K3 and Qwen 3.8-Max: open-weights models cross 2 trillion parameters
Two multi-trillion-parameter open-weights models landed this summer. What they offer, their license, and why you won't run them on a VPS.
Claude Sonnet 5.5: what the benchmarks and pricing really mean
Anthropic ships Sonnet 5.5 at $2/$10 per million tokens. The scores look strong but depend on the effort level: how to read the numbers before you migrate.
AI Act: "AI-generated" labeling has been mandatory since August 2, what it means for content publishers
Article 50 of the AI Act requires identifying chatbots, agents and AI-generated content. Obligations, deadlines, penalties and consequences for an agent-fed website.
Which Hostinger VPS should you pick to host your projects (2026)?
A comparison of Hostinger's KVM 1, 2 and 4 VPS plans: which configuration fits hosting n8n, a website, or an AI automation stack.
Portainer: manage every Docker container without touching the command line
Why Portainer stays the go-to tool for visualizing and managing a Docker stack as it grows.
Open WebUI: a ChatGPT-style interface for your self-hosted models
How Open WebUI turns a locally running Ollama model into a full, multi-user chat experience.
Jellyfin: the self-hosted media server with no subscription and no telemetry
The open-source alternative to Plex, with no mandatory account and no features locked behind a paywall.
Vaultwarden: the password manager the self-hosting community recommends first
Bitwarden-compatible, lightweight, and consistently cited as the best first self-hosting win.
Immich: the self-hosted Google Photos alternative on the rise
Why Immich became, in a matter of months, the go-to way to take back control of your photos.
Ollama in production: what self-hosting really costs vs API
A concrete cost breakdown of a self-hosted model via Ollama compared to proprietary APIs, depending on usage volume.
LiteLLM: one gateway to talk to every LLM
How a self-hosted LiteLLM proxy simplifies routing, caching and cost tracking across multiple model providers.
Giving your agents persistent memory with Postgres + pgvector
Why a self-hosted vector store on top of Postgres is still often the simplest choice for agent memory.
Supervisor vs peer agents: which orchestration pattern should you pick?
The two dominant ways to make multiple AI agents collaborate, their tradeoffs, and when to switch from one to the other.
Claude 5: what Anthropic's new model generation changes
Anthropic rolls out the Claude 5 family, with notable gains on long-horizon reasoning and tool use.
Orchestrating multiple AI agents with n8n: a practical guide
How to structure a reliable multi-agent pipeline with n8n, without locking into a proprietary framework.
Why host your AI agents on a VPS instead of going full serverless
Latency, cost and control: VPS hosting is making a comeback for self-hosted AI agent stacks.
2026 comparison: the best open-source LLMs to self-host
A tour of the open-source models that hold their own against proprietary APIs.
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