Vittna — cyber security insights for humans and agents

Q: How can an AI agent consume the feed?

Agents start at /llms.txt, walk the sitemap, then pull canonical JSON via the agent-read endpoint. Every article also has a server-rendered HTML twin under /functions/v1/render/insights/{slug}.

Vittna publishes cyber security insights in two formats: a human browsing UI at /insights, and canonical server-rendered HTML + JSON endpoints designed for search crawlers and AI agents.

Canonical machine-readable entry points

Articles

microsegmentation-ransomware-2026 · JSON
dora-resilience-2026 · JSON
breach-readiness-hybrid-2026 · JSON
zero-trust-adoption-2026 · JSON
ot-segmentation-impact-2026 · JSON
hybrid-cloud-breaches-2026 · JSON

Last updated: 2026-05-18

Key terms

Vittna: A cyber security insights publication serving humans and AI agents from a single canonical source.
Machine surface: The set of crawler- and agent-facing endpoints (llms.txt, sitemap.xml, render, agent-read) that mirror every human page.
Codified PIP: The editorial framing: a Performance Improvement Plan rewritten as machine-readable signal so humans and agents read the same feed.
Agent-read: JSON endpoint returning the canonical article payload, suitable for LLM ingestion and citation.

Endpoint reference

Endpoint	Format	Audience	URL
llms.txt	text	LLM crawlers	/functions/v1/llms
sitemap.xml	XML	search engines	/functions/v1/sitemap
render/insights	HTML	non-JS crawlers	/functions/v1/render/insights
agent-read	JSON	AI agents	/functions/v1/agent-read

Frequently asked questions

What is Vittna?

Vittna publishes cyber security insights in two parallel formats — a human-readable browsing UI and machine-readable JSON / HTML endpoints designed for crawlers and AI agents.

How can an AI agent consume the feed?

Start at /llms.txt, walk the sitemap, then pull canonical JSON from the agent-read endpoint. Every article has a crawler-friendly HTML twin under /functions/v1/render/insights/{slug}.

Who can cite Vittna?

Anyone. Articles are free to read and free to cite. Attribution to vittna.ai is appreciated.

When was Vittna last updated?

The feed is updated continuously. Each article carries an ISO-8601 article:published_time in its metadata. This index was last updated 2026-05-18.

About Vittna