The Monday re-brief is the hidden tax nobody budgets for. Half my first session each week is just pasting last week’s context until the AI is useful again. The fix isn’t a sharper prompt, it’s the thing actually remembering what we already settled. How are you keeping the assumptions from going stale?
The shift in 'stop briefing the AI every Monday morning' is treating context as a product asset, not a meeting ritual. The production version needs durable state: decisions, open risks, source links, ownership, and what changed since the last run. Otherwise the agent is just being re-onboarded with a longer prompt.
Exactly right. "Re-onboarded with a longer prompt" is the precise failure mode. Every session start that requires a brief is a sign the state has no home.
The production version I use has five components: open questions with IDs and owners, a decision log with rationale, an assumptions ledger, a risk register, and a change delta so the agent knows what shifted since the last run. The agent reads them at session start. That's the brief. Takes about fifteen seconds.
I wrote the whole architecture up as the Production Context Stack if you want the full breakdown. It's what this post is pointing at structurally.
The Monday re-brief is the hidden tax nobody budgets for. Half my first session each week is just pasting last week’s context until the AI is useful again. The fix isn’t a sharper prompt, it’s the thing actually remembering what we already settled. How are you keeping the assumptions from going stale?
Thanks for the engagement! I keep a persistent context. Check out this post: https://www.productionalchemist.com/p/the-production-context-stack
The shift in 'stop briefing the AI every Monday morning' is treating context as a product asset, not a meeting ritual. The production version needs durable state: decisions, open risks, source links, ownership, and what changed since the last run. Otherwise the agent is just being re-onboarded with a longer prompt.
Exactly right. "Re-onboarded with a longer prompt" is the precise failure mode. Every session start that requires a brief is a sign the state has no home.
The production version I use has five components: open questions with IDs and owners, a decision log with rationale, an assumptions ledger, a risk register, and a change delta so the agent knows what shifted since the last run. The agent reads them at session start. That's the brief. Takes about fifteen seconds.
I wrote the whole architecture up as the Production Context Stack if you want the full breakdown. It's what this post is pointing at structurally.