Search conference sessions by keyword, topic, speaker name, or technology.

Args: query: Search query (e.g., "eBPF", "security", "AI agents", "platform engineering"). day: Optional day filter: "monday", "tuesday", "wednesday", "thursday". track: Optional track filter (e.g., "Keynote", "Tutorial", "Breakout"). limit: Maximum number of results to return (default 20).

Returns: JSON array of matching sessions with title, speakers, time, room, and URL.

Get the full conference schedule for a specific day.

Args: day: Day name — "monday" (co-located), "tuesday", "wednesday", or "thursday".

Returns: JSON array of all sessions for that day, sorted by start time.

Find sessions by a specific speaker.

Args: name: Speaker name or partial name (e.g., "Lin Sun", "Bryce").

Returns: JSON array of sessions featuring the speaker.

Find conference parties, happy hours, and social events.

Args: day: Optional day filter: "monday", "tuesday", "wednesday", "thursday". after: Optional time filter — only show events starting after this time (e.g., "6PM"). before: Optional time filter — only show events starting before this time (e.g., "10PM").

Returns: JSON array of parties with name, time, sponsor, location, and RSVP link.

Plan an optimized party-hopping route for an evening.

Returns parties for the requested day sorted by time, with location details to help plan an efficient route through Amsterdam.

Args: day: Day name — "monday", "tuesday", "wednesday", or "thursday". preferences: Optional preferences like "networking", "food", "near venue", "open bar".

Returns: JSON with sorted party timeline and location context for route planning.

Get venue details: address, rooms, maps, and transit information.

Returns: JSON with venue name, address, room list, map links, transit info, and parking.

Get conference hotel block information with rates and distances.

Returns: JSON array of hotels with name, address, rate, distance to venue, and availability.

Get travel information: airport, transit, parking, and airline discounts.

Returns: JSON with airport details, public transport info, parking, and airline discount codes.

Get Monday's co-located events (ArgoCon, CiliumCon, Agentics Day, etc.).

Returns: JSON array of co-located events with name, duration, room, and requirements.

Get a high-level overview of the entire conference.

Returns: JSON with event name, dates, schedule at a glance, and useful links.

Get sessions ready for personalized scoring, with a scoring rubric.

Returns scorable sessions (logistics events filtered out) along with a structured scoring rubric. You (the AI agent) should apply the rubric to rank sessions for the attendee.

Scoring rubric is based on the kubecon-event-scorer project by Fredrik Carlsson.

Args: role: Attendee's job title (e.g., "Platform Engineer", "SRE", "Developer"). interests: Comma-separated interests (e.g., "eBPF, security, AI on Kubernetes"). day: Optional day filter: "monday", "tuesday", "wednesday", "thursday". experience_level: "beginner", "intermediate", "advanced", or "expert". priorities: Comma-separated goals (e.g., "evaluate service mesh tools, learn GitOps"). prefer_hands_on: Boost hands-on workshops and labs. prefer_deep_dives: Boost deep technical talks over intros. avoid_vendor_pitches: Penalize vendor-heavy marketing sessions. limit: Max sessions to return (default 30).

Returns: JSON with attendee profile, scoring rubric, and session list to score.

Detect scheduling conflicts among selected sessions.

Checks whether any of the provided sessions overlap in time, helping attendees resolve conflicts in their planned schedule.

Inspired by kubecon-event-scorer's conflict detection.

Args: session_uids: Comma-separated session UIDs to check for conflicts.

Returns: JSON with conflict pairs, overlap duration, and session details.