The technical process by which an AI system fetches relevant content from a source to embed it in a generated answer — typically via embeddings, vector search, reranking, and filtering.
A content management system whose content, structural models, and APIs are designed so that retrieval pipelines, AI search systems, and agents can consume them directly without screen-scraping.
An e-commerce platform whose product data, categories, availability, and content are modelled so that AI search engines, comparison agents, and recommendation systems can read, classify, and embed them reliably in generative answers.
Architectural principle that treats cryptographic algorithms as swappable configuration rather than hard-coded assumptions — a prerequisite for migrating to post-quantum schemes.
A way of working in which security requirements, tooling, and responsibility are an integral part of development and operations — not a downstream audit step.
An SEO practice whose primary unit is the entity — person, company, product, place, concept — as it appears in knowledge graphs and LLM knowledge stores, rather than the keyword.
The discipline of designing content and technical delivery so that generative search engines (ChatGPT Search, Perplexity, Google AI Overviews, Gemini) cite and incorporate them correctly.
A Kubernetes autoscaler that provisions worker nodes just in time: instead of scaling fixed node groups, it starts matching instances directly at the cloud provider.
An open-source orchestration system for containerised applications that schedules containers across machines, maintains a desired state, and scales horizontally.
Family of cryptographic schemes based on hard lattice problems (LWE), considered resistant to quantum attacks and forming the mathematical foundation of ML-DSA and ML-KEM.
NIST-standardised post-quantum key encapsulation mechanism (FIPS 203), used alongside classical ECDH in hybrid TLS handshakes to provide quantum-resistant key exchange.
A Linux distribution whose entire system configuration is declared in the Nix language; every change produces a new generation with an atomic switch and rollback.
Software whose source code is published under a licence that allows use, study, modification, and redistribution — in line with the OSI Open Source Definition.
The discipline of building and operating an Internal Developer Platform (IDP) that lets product teams deploy and operate applications without deep ops expertise.
Cryptographic algorithms designed to remain secure against attacks by quantum computers — standardised by NIST in FIPS 203 (ML-KEM) and FIPS 204 (ML-DSA).
Content optimised for AI retrieval: self-contained meaning units, precise heading hierarchy, semantic HTML, enriched with metadata such as entities, language, publication date, citations, and stable URLs.
Infrastructure that an organisation runs itself — on its own hardware, in a co-location, or in a cloud environment where it controls every layer above the bare machine.
HTML that conveys the meaning of its elements — <article>, <section>, <nav>, <header>, correctly nested headings, native lists, <figure>/<figcaption>, plus ARIA roles where needed.
IT infrastructure operated in a way that lets an organisation make substantial decisions at any time about what runs on it, who has access, and where data flows.
Content modelled as modular, typed building blocks (heading, lead, FAQ, person, product, …) instead of an unstructured rich-text blob inside a WYSIWYG editor.
A multi-instance TYPO3 setup in which several frontend pods or servers run behind a load balancer and share a common database, fileadmin, and a distributed cache.
A situation in which switching from one vendor to another becomes so expensive that it effectively does not happen, even when it would make strategic sense.
A container-focused Linux distribution ("undistro") from Chainguard, designed for a minimal footprint, supply-chain-secure builds, and fast patch cycles.
