A practical progression from Markdown-based agent instructions to an operational system with explicit inputs, outputs, permissions, tools, triggers and approval requirements. An inbox-to-CRM example illustrates typed contracts, predictable tool calls, durable execution and human review. The talk explains how declaring these boundaries makes agent workflows inspectable, versionable and testable as their business responsibilities grow.
Agent traces can record extensive activity without carrying useful lessons into the next session. This talk examines the gap between recorded experience and reusable memory, including the repeated work and expense caused when earlier lessons remain buried in transcripts.
complete: All named entries in the inspected public directory snapshot were extracted; the organizer may add or change entries. Reviewed 2026-09-11T18:18:38.959529Z.
sponsors
not extracted: Not yet extracted from an edition-specific public source. Editorial review date unavailable.
exhibitors
not extracted: Not yet extracted from an edition-specific public source. Editorial review date unavailable.
attendees
not extracted: A public named attendee roster has not been extracted. Speakers and company employment do not imply named attendance. Editorial review date unavailable.
agenda
partial: All verifiable upcoming-edition names on the inspected page were extracted. This is not a claim that the final event roster is complete. Reviewed 2026-09-11T18:18:38.960089Z.
Sources
Showing 10 of 10 source records. A source check is not a claim of complete extraction.
Early bird USD200 until October7; USD250 after. Landing end time16:00 differs schedule evening through19:00, so date precision only. Four confirmed speakers, three named talks. Eight unnamed speaker placeholders excluded. Generic agenda slots are preserved in schedule receipt and are not duplicate sessions for the unassigned named talks. Four source-backed biography summaries and two announced talk-abstract summaries added after independent review; complete source prose remains in the four individual speaker receipts. Corey has no published abstract and Tyler’s talk title remains unannounced. CJ’s roles are explicitly linked to two distinct affiliations.