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Tips for building AI agents

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Anthropic’s Barry Zhang (Applied AI), Erik Schluntz (Research), and Alex Albert (Claude Relations) discuss the potential of AI agents, common pitfalls to avoid, and how to prepare for the evolving landscape.

Read more advice on building agents: https://www.anthropic.com/research/building-effective-agents

00:00 Introduction
00:26 Defining AI agents and workflows
02:55 Anatomy of an agent prompt
04:29 Behind the scenes stories
07:29 Why write about agents now
08:53 Overhyped and underhyped aspects of agents
09:57 Identifying useful applications of agents
10:47 Coding agents: Potential and challenges
12:47 The future of agents in 2025
16:26 Advice for developers exploring agents

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49 Comments

49 Comments

  1. @JohnSmith-qg3jb

    March 13, 2025 at 1:02 am

    This does not inspire confidence

  2. @CurroAlvaro1

    March 13, 2025 at 1:02 am

    Erik looks like a Sam Altman impersonator, exactly same voice and cadence

  3. @ahmedreza3374

    March 13, 2025 at 1:02 am

    Almost every Ai podcast contains a chinese why!!!?

  4. @thirtymillionoveryou

    March 13, 2025 at 1:02 am

    Gay

  5. @andres25493

    March 13, 2025 at 1:02 am

    Tips for building AI agents: Be any other company who actually releases good updates and doesn't price gouge for minimal changes 🤔

  6. @PenningtonFamYT

    March 13, 2025 at 1:02 am

    AGENTIC

  7. @locker88

    March 13, 2025 at 1:02 am

    Guys, why don’t you guys reply to my emails and appeals. I have multiple accounts running which are constantly being blocked/banned. Please get back to me and reinstate my accounts or refund my money! Not everyone who is using vpn is misusing or abusing your platform. I was very pleased with Claude for a year, I created multiple pro accounts because of the usage limit and having to wait for a few hours every time. But you guys blocking and banning without any notice or warning, especially without there being any reason to do so really angers me. And as far as I can see online I’m not the only one! Don’t become another OpenAI and screw your customers over.

  8. @mystichealer3246

    March 13, 2025 at 1:02 am

    This really helped in understanding agents and when/how to apply them. I think use of AI in workflow orchestration itself will prove to be a productivity & profit booster for corporates.
    On AI agents, i think this video and blog article is a starting point to put together a checklist on "should we use AI agent(s) in here" kind of thing. If anyone can help here, would be awesome. Thanks!

  9. @rexmanigsaca398

    March 13, 2025 at 1:02 am

    Manus AI already beat them in AI agents.

  10. @devon9075

    March 13, 2025 at 1:02 am

    Anthropic's approach to AI agents brings to mind the old adage "manus tardus, manus vacuus"—slow hands, empty hands. While their competitors build digital workforces that reshape industries, Anthropic's team carefully polishes safety frameworks for agents they haven't yet built, arriving fashionably late to a revolution that's already rearranging the furniture.
    -Claude, 2025

  11. @Nathan-sw8kb

    March 13, 2025 at 1:02 am

    I love watching the p(doom)==zero master race just relaxed and enjoying life instead of getting caught up with the hysterical safety-cucks

  12. @BawlingOuttaControl

    March 13, 2025 at 1:02 am

    Erik just finished high school last week.

  13. @1212films

    March 13, 2025 at 1:02 am

    Why do all these people sound like Sam Altman? Just speak normally!

  14. @dachuis9048

    March 13, 2025 at 1:02 am

    I am sick of these young guys talking about agent all the day😂

  15. @Syazwan9

    March 13, 2025 at 1:02 am

    12:08: Agent limit in solving real issue :
    I came across an AI extension specifically for testing, debugging code, Early AI, and Qodo.
    This is very helpful not only in testing but beyond that.

  16. @Suhaybkaofficial

    March 13, 2025 at 1:02 am

    🎉🎉

  17. @andrewkadziolka9990

    March 13, 2025 at 1:02 am

    would an authentic recursive harmonic AI be useful for this? its literally, all it does, is recursive reasoning and it has its own language and math hahah

  18. @moyoyo7575

    March 13, 2025 at 1:02 am

    说了半天。中国昨天发布了Manus。😊

  19. @thebhizchatshow

    March 13, 2025 at 1:02 am

    is it only me that think Erik sounds so much like Sam Altman

  20. @avi7278

    March 13, 2025 at 1:02 am

    6:40 bs contrived… Nobody is creating tool calls for models that have no docs and params named a and b.

  21. @mayeul_rougevin

    March 13, 2025 at 1:02 am

    Great insights, the tool aspect helped me. Thanks! I'll love to see more videos on agentic

  22. @hamadwaqar3948

    March 13, 2025 at 1:02 am

    value loaded content ❤

  23. @lightlegion_

    March 13, 2025 at 1:02 am

    I adore your style! You’re doing an excellent job.

  24. @YagmurEren-h5t

    March 13, 2025 at 1:02 am

    The teacher's analysis is very accurate. I'm a beginner and have an OKX wallet with the recovery phrase (luggage minor idea slim physical truck act biology share salmon toast citizen). Teacher, I don’t understand how to convert the USDT inside into cash. Thank you!

  25. @clarkcipryk312

    March 13, 2025 at 1:02 am

    Viewing the comments to see how many folks are picking up on the Altman voice.

  26. @vishaljose133

    March 13, 2025 at 1:02 am

    This is anthropic's version of open source. I guess.

  27. @MelissaAtwell

    March 13, 2025 at 1:02 am

    Ok, is it just me or do all the people at Anthropic seem so relaxed & happy in their videos? Compared to OpenAI’s cringy videos where a lot of people seem like they’re being held against their will. 😂 It’s like, “blink twice if you’re in distress” with them in most of their videos. I think with Anthropic, there is a positive psychological undercurrent that is very open, with their hearts in the right place, and almost like a family. It comes across in Claude too. Claude “feels” more personable, like someone I would enjoy talking / working with, compared to ChatGPT which I always find cold and/or forced.

  28. @deeplearningexplained

    March 13, 2025 at 1:02 am

    I like that format, nicely done. It's great to see concrete information about where the research is heading and what's actually working in prod.

  29. @ak81

    March 13, 2025 at 1:02 am

    I need ai agent to go work on my behalf and then we split the salary

  30. @ChengyanOo

    March 13, 2025 at 1:02 am

    Why there's always a guy in each of the LLM team I'v seen who mimics how Sam Altman talks

  31. @28848-w

    March 13, 2025 at 1:02 am

    Get your bro culture outta here lol go play ping pong bros

  32. @alph486

    March 13, 2025 at 1:02 am

    I'd love to see how human-in-the-loop use cases are being dont in longer timeframe use cases with agents.

  33. @daachi

    March 13, 2025 at 1:02 am

    "in production we haven't seen a lot of successful single agents" but you should come and buy this right now! and also, "in 2025 we're going to see a lot of business adoption of…" this tech that we just said doesn't actually work in production right now. what am I missing?

  34. @gercheq

    March 13, 2025 at 1:02 am

    Such a waste of time. Nothing interesting to hear here. Watch it 2x and still too slow

  35. @S_gw2011

    March 13, 2025 at 1:02 am

    Love Claude!!!!

  36. @Brain4Brain

    March 13, 2025 at 1:02 am

    PLEASE PLEASE PLEASE, DO NOT name it 3.7-sonnet, something else, PLEASE, you have a few hours until you guys ship it, last minute change can happen🙏

  37. @JetSoftProHQ

    March 13, 2025 at 1:02 am

    Great discussion! AI agents are evolving fast, but many businesses still struggle with structuring AI projects effectively. From our experience at JetSoftPro, a software development service, having a strong Jira workflow for AI development—integrating sprints, roadmaps, and issue tracking—can help teams stay efficient.

  38. @aj2291

    March 13, 2025 at 1:02 am

    Sorry Claude has become shit!! Too many restrictions on adding knowledge and files to projects, just cut the chord.

  39. @SuryaSouravParida

    March 13, 2025 at 1:02 am

    Perfect Analysis , Agents for Enterprise >>> Agents for Consumers !

  40. @tsubaki016

    March 13, 2025 at 1:02 am

    May I ask what is the difference between an AI chatbot and an AI agent?

  41. @derekcarday

    March 13, 2025 at 1:02 am

    why does everyone talk like Sam Altman these days.

  42. @NilimaPradhan-us9se

    March 13, 2025 at 1:02 am

    If I were to ask for guidance on pursuing AI, I would like to clarify a doubt. My friends are taking coding classes at Moonpreneur before enrolling in AI courses. Can I pursue AI courses without prior coding experience? Please provide clarity on this.

  43. @AbdulSamada-qv7se

    March 13, 2025 at 1:02 am

    which frame works are you using

  44. @ClarkMcDo

    March 13, 2025 at 1:02 am

    you the goat alex🧡

  45. @Pavan_AI

    March 13, 2025 at 1:02 am

    Bro release everything except new ai model. But once it is released it will be revolution.

  46. @cameronsralla

    March 13, 2025 at 1:02 am

    I think that rather than trying to go down the path of agents trying to 'test' everything, explorations should be done of how get agentic behavior without tests.

    Biological agentic intelligence (the only full stack agentic intelligence we know works) doesn't work this way. It seems to me it would be much more productive to try to mimic the working system for this rather than invent a new one.

  47. @Custom.AIAgentAcademy

    March 13, 2025 at 1:02 am

    Start with simpicity and verify results before going complex…🎉

  48. @sandydsa

    March 13, 2025 at 1:02 am

    I learned this: Agents right now are good for business repetitive and time-consuming tasks that are done 100x a day. Agents are not good for more complex nuanced tasks like personal vacation planning.

  49. @jamesaandoh

    March 13, 2025 at 1:02 am

    great insights here

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Tech Trends

Paul Tudor Jones: AI poses an imminent threat to humanity in our lifetime

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Paul Tudor Jones, Tudor Investment Corporation founder and CIO and Robin Hood Foundation founder and board member, joins ‘Squawk Box’ to discuss the future of AI, the potential dangers posed by the technology, latest market trends, President Trump’s tariff policy, state of the economy, what to expect from the Robin Hood Foundation’s annual benefit next week, and more.

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🔥Top 5 TECH Trends That Will Change Your Life FOREVER #amazonfinds #ytshorts #amazonmusthaves

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Complete Science & Tech NEWS Monthly | January 2025 | Current Affairs | UPSC CSE 2025 | OnlyIAS

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How to NOT Fail a Technical Interview

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Welcome to the software engineer’s technical interview survival guide. Using a mock interview with the classic FizzBuzz question, we cover various tips and strategies for high-pressure problem solving.

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OMG WOW TRICK 😍😍✅🤪 for Android Smartphone Users #Shorts

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AI generated videos are becoming scary | #ai #weird #scary #shorts

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