Our integration team flipped: agents do the work, people improve instructions

← Inbox

QUOTE POST Seva's actual org restructure data — sourced from Evolution Alumni talk. 10 people, 2 weeks to 1 day, nobody fired. Needs a matching popular tweet as quote source (see action_taken notes).

Seva Ustinov @sevaustinov

8 months ago our integration team was 10 people doing client work manually. Now the chain flipped: agents do the integrations, people supervise and improve instructions. What took one person 2 weeks takes 1 day. (Almost) nobody fired — they moved up one level in responsibility.

278/280 ⚠

Review

Слушай, классный твит получился, и я думаю, можно ли найти какой-нибудь свежий, подходящий, популярный твит, которым можно сделать клоуд.

Action taken

Added "(almost)" per Seva. Added "spice/fun when appropriate" rule to daily prompt. Overnight session note — Seva wants a fresh popular tweet to quote-post. Candidates to search for in next daily signal run — look for tweets about AI replacing teams, agent adoption, org restructuring, "nobody got fired" stories, or team transformation. Best match would be someone asking "has anyone actually restructured a team around AI agents?" or sharing a less-specific version of this same story. Suggested search terms for next signal run — "AI team restructuring", "agent adoption org", "nobody fired AI", "integration team AI". The Greg Isenberg "illiterate generation wins" post could also work as quote-post source (additive style — "and here's what it looks like inside an actual company").