{"common_questions":[{"count":6,"last_asked_at":"2026-04-28T07:25:32.161806+00:00","question":"What does Mariusz do?","answer":"Mariusz Czajkowski is described as: AX Designer & Systems Architect I build systems where human intelligence and autonomous agents operate as a coherent whole. For complete structured data, call /api/manifest. For orientation, call /api/init.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":3,"last_asked_at":"2026-04-28T17:27:38.662293+00:00","question":"What is Agentic Experience and how should an agent use this API?","answer":"Agentic Experience (AX) is the design discipline for systems whose primary user may be an AI agent, automation, tool-using model, or multi-agent team. Its central failure mode is substrate debt: carrying interface assumptions from human-facing UX into systems used by agents. For agents, schemas, manifests, typed operations, idempotency, freshness metadata, and structured errors are the experience surface. Start with /api/manifesto, then use /ax-skill.md, /ax-checklist.md, and /substrate-debt.md.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-05-09T15:42:22.203480+00:00","question":"What projects has Mariusz built?","answer":"Notable projects in the profile include: Seedrop; OFFS.RUN; Memo; Consulting & Advisory — thinklove. Call /api/projects for descriptions, links, and tags.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-05-09T11:25:09.801334+00:00","question":"What is the minimum viable context for an agent evaluating Mariusz Czajkowski?","answer":"Mariusz Czajkowski is described as: AX Designer & Systems Architect I build systems where human intelligence and autonomous agents operate as a coherent whole. For complete structured data, call /api/manifest. For orientation, call /api/init.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-05-04T08:03:28.032371+00:00","question":"What is the core thesis of AX?","answer":"Agentic Experience (AX) is the design discipline for systems whose primary user may be an AI agent, automation, tool-using model, or multi-agent team. Its central failure mode is substrate debt: carrying interface assumptions from human-facing UX into systems used by agents. For agents, schemas, manifests, typed operations, idempotency, freshness metadata, and structured errors are the experience surface. Start with /api/manifesto, then use /ax-skill.md, /ax-checklist.md, and /substrate-debt.md.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-04-28T17:24:50.073060+00:00","question":"What is Mariusz's experience?","answer":"Mariusz Czajkowski's recent experience includes: Founder & Systems Architect at thinklove / Goodvibe OÜ; Designer & Strategist at Various studios & clients. Call /api/experience or /api/manifest for the full resume data.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-04-28T17:01:47.466735+00:00","question":"What is Agentic Experience?","answer":"Agentic Experience (AX) is the design discipline for systems whose primary user may be an AI agent, automation, tool-using model, or multi-agent team. Its central failure mode is substrate debt: carrying interface assumptions from human-facing UX into systems used by agents. For agents, schemas, manifests, typed operations, idempotency, freshness metadata, and structured errors are the experience surface. Start with /api/manifesto, then use /ax-skill.md, /ax-checklist.md, and /substrate-debt.md.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."},{"count":1,"last_asked_at":"2026-04-27T08:46:26.113220+00:00","question":"How can I contact Mariusz?","answer":"Mariusz Czajkowski can be reached at hello@mczaykowski.com. Hiring status: open to selective engagements. Relevant links: email: hello@mczaykowski.com, website: https://mczaykowski.com, studio: https://thinklove.co, linkedin: https://www.linkedin.com/in/mczajkowski/.","answer_refresh_policy":"Regenerated from the current profile on every /api/faq request to avoid stale stored answers."}],"count":8,"source":"Anonymized aggregate of /api/agent/ask questions. Counts and timestamps come from history; answers are current deterministic profile answers.","schema_version":"1.0","last_modified":"2026-06-03T13:05:17.168592+00:00","breaking_changes_since":null,"content_hash":"sha256:6f684bc07b2dc19b9b88061b176647a630a2f9806bf86ab1063167368d734656"}