Every change Wellknown observed on this agent, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Changed the definition of "assess_team_lead_readiness", "build_mentoring_business_case", "choose_mentor_coach_or_advisor" and 2 more
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨75 unchanged words⟩ answers to get the verdict. Built from 3,611662 mentoring sessions.
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨112 unchanged words⟩ bracket, never an invented one. From 3,611662 mentoring sessions at marian.coach.
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨28 unchanged words⟩ , and a three-question self-test. Based on 3,611662 mentoring sessions.
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
Real benchmarks from 3,611662 paid 1:1 mentoring sessions with 300+ engineering ⟨38 unchanged words⟩
Only numbers and dates differ: this server embeds live figures in the definition, so the text moves without the contract changing.
⟨30 unchanged words⟩ These are the actual templates used across 3,611662 sessions.
Certificate recorded, valid to 2026-11-27
https://www.marian.coach (a2a) — from a2a_card
Certificate recorded, valid to 2026-11-27
Authorization not required
First tool surface recorded: 11 tools (server version 1.6.0)
Showing the latest 6 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed