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
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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