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How to Install PostgreSQL with pgvector Step by Step

This guide installs PostgreSQL 16 with pgvector on Debian or Ubuntu using the official PGDG repository, creates a dedicated role and database, tunes memory for production, and explains when the HNSW index beats IVFFlat depending on vector volume and the available maintenance window.

OpenTofu: The Open Response to Terraform’s License Change

OpenTofu is the community fork of Terraform, born in 2023 after HashiCorp switched to the Business Source License. With full file compatibility and Linux Foundation governance, it is the legally safe alternative for organisations with strict open-source policies or for those building products on Terraform.

NIS2 in Spain: a technical translation of 2026 obligations

The Spanish draft law transposing NIS2 is still in parliament in 2026, but the directive's technical obligations have applied since October 2024. Practical map: the ten minimum security measures, the 24-hour, 72-hour and one-month incident notification window, and the new supply-chain security obligations.

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    What Docker Agent is, the CLI plugin for building AI agents in YAML

    Docker Agent is a Docker CLI plugin for building and running AI agents from a declarative YAML file, no code required: you define one or more agents, give them MCP tools, run them with docker agent run, and share them through any OCI registry, on OpenAI, Anthropic, Gemini or other providers.

  2. Artificial Intelligence

    What Open GSD is, the Git-Ship-Done loop for coding agents

    Open GSD (Git. Ship. Done.) is an open-source, MIT-licensed toolkit for steering coding agents without losing context: it splits work into five phases (discuss, plan, execute, verify and ship) and delegates the heavy lifting to subagents that each start with a clean context. Its core is the gsd-core engine and the gsd-pi terminal agent.

  3. Artificial Intelligence

    What is a vector embedding and what is it used for

    A vector embedding is a list of real numbers that represents the semantic meaning of a piece of text, an image, or any other data. Two sentences with the same meaning produce vectors that are close together; two unrelated ones produce vectors that are far apart. Semantic search, RAG, and recommendation systems are all built on this principle.

  4. Artificial Intelligence

    RAG with Postgres and pgvector in production: from PoC to SLO

    Embeddings, HNSW indexing, reranking, evaluation, context window, latency under load. Full stack with code and measurable SLOs.

  5. Startup

    NIS2 in Spain: a technical translation of 2026 obligations

    The Spanish draft law transposing NIS2 is still in parliament in 2026, but the directive's technical obligations have applied since October 2024. Practical map: the ten minimum security measures, the 24-hour, 72-hour and one-month incident notification window, and the new supply-chain security obligations.

  6. Artificial Intelligence

    EU AI Act 2026: a technical checklist for Spanish CTOs

    On 2 August 2026 high-risk, transparency and Commission enforcement powers kick in. A per-system checklist with downloadable template.

  7. Artificial Intelligence

    Agent observability with OpenTelemetry GenAI semconv in 2026

    The OTel GenAI spec stabilizes attributes for LLMs, tools, and agents. Practical Python implementation with Anthropic + Grafana Tempo.

  8. Artificial Intelligence

    How to install and tune oMLX on M5 Max 128 GB

    Tested May 2026 recipe: oMLX 0.3.8 on Mac M5 Max with 128 GB, TurboQuant at 3.5-bit, Qwen 3.6 35B-A3B model stack, Claude Code wiring and real benchmarks.

  9. Artificial Intelligence

    Multi-agent systems: LangGraph vs CrewAI vs Autogen in 2026

    Three frameworks, three mental models. When to use each and why — with a real orchestration case.

  10. How to Install

    What PegaProx adds over the Proxmox VE 9 GUI

    PegaProx 0.9.x is an AGPL-3.0 panel that manages several Proxmox VE 8 and 9 clusters, plus XCP-ng, from a single screen. It adds live migration across clusters, OIDC with Entra ID, a CVE scanner and one-click hardening on top of the stock GUI, which only covers one cluster at a time.

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