Anthropic engineers just showed how they build a full app from scratch, using a loop of agents
this is one of the best workflows I've seen in a long time
in this video he breaks down exactly how most people are using Claude:
- the 14% you lose to CLAUDE.md before typing a word
- the plugins that 95% of users have never installed
- the caching setup that keeps it at 95% hit rate and almost free
- why starting every chat from zero is the slowest way to use Claude
if you've been using Claude for more than a month and never left the chat window, you've been using one project when you could be running a team of them
instead of another show tonight, watch this
make sure to bookmark it before it gets lost in your feed
full guide in the article below
An Anthropic senior dev just dropped an 11-page breakdown on "Loop Engineering."
The game has changed: you don’t prompt the agent anymore, you build the system that prompts it.
The 5-step loop :
Discovery: The agent hunts down its own tasks (failing CIs/issues) instead of waiting for a list.
Handoff: Tasks run in isolated git worktrees so parallel agents don't clash.
Verification: A separate agent reviews the code assuming it’s broken. (Rule #1: an agent grading its own work always gives itself an A).
Persistence: Results save to disk so they don't vanish when the context window clears.
Scheduling: A timer auto-wakes the system, keeping the loop alive.
This PDF completely flipped my approach to building AI agents. Read it now, then check the article below.
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@JustJared2626 @vagaa_el @insanevideos Despite all his sins, whether his a baby killer, the US is a constitutional country or are are you also a dictatorship DUMBO. Does it even register on the TOP FLOOR or is the light down upstairs. Julle Amerikaners is darem donners onosel
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