A senior Anthropic engineer just dropped 11-page PDF on "Loop Engineering" for agentic systems.
The shift: you stop prompting the agent. You build the system that prompts it instead.
Schedule → Discover → Build → Verify → Repeat
Every loop runs one turn, five moves:
• Discovery: it finds its own work - failing CI, open issues, recent commits - instead of being handed a list.
• Handoff: each task gets an isolated git worktree so parallel agents don't collide.
• Verification: a second agent, told to assume the code is broken, reviews the first. The "thing that can say no."
• Persistence: results get written to disk, never left in a context window that gets flushed.
• Scheduling: an automation wakes it on a timer. That's what makes it a loop.
The key insight: an agent grading its own work always praises it.
This 11-page PDF changed how I'm building agentic systems today.
Read it now, then explore the article below.
President Trump promised the U.S. will replace the Armor Brigade that rotated out of Poland & the Baltics last month. Thus far, DoD has released nothing on how they’ll fulfill the President’s directive. U.S. presence in these countries are vital for deterrence.
Trillium Woods Elementary School in Barrie, Ontario, temporarily removed the Canadian flag from its outdoor pole and replaced it with a Pride flag.
Why would a pride flag even be flown at an elementary school not to mention replace the national flag?
Stop this madness
Mark Carney promised to grow the economy but his policies are doing the opposite.
Young people are losing hope of starting out while their parents worry about what the future holds.
Only Conservatives have a REAL plan to unleash our economy and ensure that hard work pays off.
Follow along…
Walz makes “Driver’s Licenses for All” law.
No citizenship requirement.
Illegals get driver’s licenses that match EXACTLY.
Minnesota has same day voter registration requiring license.
Illegals vote.
Dems steal elections.
Simple.
The debate between Toyota Chevrolet enthusiasts is heating up again! Both brands have so much to offer, but which one truly stands out in terms of reliability and performance? Let's discuss!
Amid rising geopolitical tensions, Bitcoin Surges Past $74,000 Amid U.S.-Iran War. Looks like investors are turning to crypto as a safe haven. What are your thoughts on this trend?
Mastercard Launches Crypto Partner Program with 85+ Firms, marking a significant step toward integrating crypto into mainstream finance. This initiative could reshape the future of digital payments.
Drouin has been making waves lately, drawing attention for his impressive performances and potential trade rumors. Fans are eager to see how the season unfolds for him and the team.
Just caught the latest news about Sergio—what a game-changer! His impact on the field is undeniable, and it's exciting to watch him elevate the sport. Can't wait to see what he does next!
Democrat Mark Kelly says that Trump's speech was a "disappointment" that tried to "divide us as a nation."
This is coming from a Democrat who literally REFUSED to stand up when asked to put American citizens before illegal aliens.
Mark Kelly is the disappointment.
The latest developments around #Coinbase have sparked a lot of discussions in the crypto community. Many are curious to see how regulatory challenges will shape its future. What are your thoughts?