one off videos https://tube.grossholtz.net/c/one_off/videos Sun, 05 Apr 2026 23:19:28 GMT https://validator.w3.org/feed/docs/rss2.html PeerTube - https://tube.grossholtz.net one off videos https://tube.grossholtz.net/client/assets/images/icons/icon-512x512.png https://tube.grossholtz.net/c/one_off/videos All rights reserved, unless otherwise specified in the terms specified at https://tube.grossholtz.net/about and potential licenses granted by each content's rightholder. https://tube.grossholtz.net/feeds/podcast/videos.xml?videoChannelId=9 <![CDATA[Mastering Claude Code in 30 minutes]]> https://tube.grossholtz.net/w/8tLohLgTAJ3jFa71dF5V73 https://tube.grossholtz.net/w/8tLohLgTAJ3jFa71dF5V73 Tue, 16 Dec 2025 02:14:53 GMT Learn advanced features, shortcuts, and workflows to get the most from Claude Code

]]> one off videos Science & Technology nonadult Mastering Claude Code in 30 minutes Learn advanced features, shortcuts, and workflows to get the most from Claude Code <![CDATA[No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer]]> https://tube.grossholtz.net/w/4tEvZUJZag7kVVstTQKrTV https://tube.grossholtz.net/w/4tEvZUJZag7kVVstTQKrTV Sat, 13 Dec 2025 00:10:49 GMT It seems pretty well-accepted that AI coding tools struggle with real production codebases. At AI Engineer 2025 in June, The Stanford study on AI's impact on developer productivity found:

A lot of the ""extra code"" shipped by AI tools ends up just reworking the slop that was shipped last week.

Coding agents are great for new projects or small changes, but in large established codebases, they can often make developers less productive.

The common response is somewhere between the pessimist ""this will never work"" and the more measured ""maybe someday when there are smarter models.""

After several months of tinkering, we've found that you can get really far with today's models if you embrace core context engineering principles.

This isn't another ""10x your productivity"" pitch. I tend to be pretty measured when it comes to interfacing with the ai hype machine. But we've stumbled into workflows that leave me with considerable optimism for what's possible. We've gotten claude code to handle 300k LOC Rust codebases, ship a week's worth of work in a day, and maintain code quality that passes expert review. We use a family of techniques I call ""frequent intentional compaction"" - deliberately structuring how you feed context to the AI throughout the development process.

In this talk, I'll share what we've learned since first sharing these techniques back in August, and some educated predictions on what's coming in the next 6-12 months for software engineers.

Speaker: twitter.com/dexhorthy

Timestamps:
00:00 intro: complex code
01:40 context engineering
02:53 advanced context
04:38 context obsession
05:55 dumb zone concept
07:26 context management
09:37 complex problem solved
10:45 semantic diffusion
12:14 onboarding agents ‍
13:57 internal docs lies
15:03 mental alignment key
16:12 code snippet plans
17:38 don't outsource think
18:45 rpi: smart zone
19:46 cultural change hard ‍‍

Hey - I'm Dex, and I'm hacking on getting AI coding agents to solve hard problems in complex codebases at HumanLayer. Before this I was working on APIs for agent orchestration and Human-in-the-Loop, and wrote the April 2025 essay "12 factor agents" that first coined the term Context Engineering. I've been coding since high school, when I built tools for NASA researchers to navigate the south pole of the moon. Enjoyer of tacos and burpees (not necessarily in that order).

]]> one off videos Science & Technology nonadult No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer It seems pretty well-accepted that AI coding tools struggle with real production codebases. At AI Engineer 2025 in June, The Stanford study on AI's impact on developer productivity found: A lot of the ""extra code"" shipped by AI tools ends up ... <![CDATA[Smash fear, learn anything | Tim Ferriss]]> https://tube.grossholtz.net/w/kGfpScFC7vQgJWaD8XurtN https://tube.grossholtz.net/w/kGfpScFC7vQgJWaD8XurtN Fri, 30 May 2025 22:20:23 GMT From the EG conference: Productivity guru Tim Ferriss' fun, encouraging anecdotes show how one simple question -- "What's the worst that could happen?" -- is all you need to learn to do anything.

The TED Talks channel features the best talks and performances from the TED Conference, where the world's leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design -- plus science, business, global issues, the arts and more.

Follow TED on Twitter: http://www.twitter.com/TEDTalks
Like TED on Facebook: https://www.facebook.com/TED

Subscribe to our channel: https://www.youtube.com/TED

]]> one off videos nonadult Smash fear, learn anything | Tim Ferriss From the EG conference: Productivity guru Tim Ferriss' fun, encouraging anecdotes show how one simple question -- "What's the worst that could happen?" -- is all you need to learn to do anything. The TED Talks channel features the best talks an... <![CDATA[Why you should define your fears instead of your goals | Tim Ferriss | TED]]> https://tube.grossholtz.net/w/bw57sfcRxEZoG7C1quWUnE https://tube.grossholtz.net/w/bw57sfcRxEZoG7C1quWUnE Fri, 30 May 2025 22:18:30 GMT The hard choices -- what we most fear doing, asking, saying -- are very often exactly what we need to do. How can we overcome self-paralysis and take action? Tim Ferriss encourages us to fully envision and write down our fears in detail, in a simple but powerful exercise he calls "fear-setting." Learn more about how this practice can help you thrive in high-stress environments and separate what you can control from what you cannot.

The TED Talks channel features the best talks and performances from the TED Conference, where the world's leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design -- plus science, business, global issues, the arts and more.

Follow TED on Twitter: http://www.twitter.com/TEDTalks
Like TED on Facebook: https://www.facebook.com/TED

Subscribe to our channel: https://www.youtube.com/TED

]]> one off videos nonadult Why you should define your fears instead of your goals | Tim Ferriss | TED The hard choices -- what we most fear doing, asking, saying -- are very often exactly what we need to do. How can we overcome self-paralysis and take action? Tim Ferriss encourages us to fully envision and write down our fears in detail, in a simp... <![CDATA[How to get a job (part 6) @ Cambridge University]]> https://tube.grossholtz.net/w/ouCPibDS9DTdTUvyRfvVWB https://tube.grossholtz.net/w/ouCPibDS9DTdTUvyRfvVWB Thu, 22 May 2025 08:43:26 GMT When it comes to getting jobs, most of the advice out there is pretty bad. But we’ve sifted through it to find the best advice out there. Here’s what we found.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/how-to-get-a-job/
There you'll find all the details, as well as tips on how to apply the ideas to your own career.

After you've finished the talk, go and use our career planning tool to work out what to do next:
https://80000hours.org/career-planning-tool/

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult How to get a job (part 6) @ Cambridge University When it comes to getting jobs, most of the advice out there is pretty bad. But we’ve sifted through it to find the best advice out there. Here’s what we found. This series of talks will help you find a fulfilling career that makes the world a b... <![CDATA[How to make your career plan (part 5) @ Cambridge University]]> https://tube.grossholtz.net/w/uCu5h5ou9Edu7GhXL23bow https://tube.grossholtz.net/w/uCu5h5ou9Edu7GhXL23bow Thu, 22 May 2025 08:43:20 GMT You need a plan, but your plan is almost certainly going to change. How can you balance flexibility and having definite goals? In this talk, we’ll explain how.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/career-plan/

Go and make your plan:
https://80000hours.org/career-planning-tool/

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult How to make your career plan (part 5) @ Cambridge University You need a plan, but your plan is almost certainly going to change. How can you balance flexibility and having definite goals? In this talk, we’ll explain how. This series of talks will help you find a fulfilling career that makes the world a b... <![CDATA[How to find the right career for you? (part 4) @ Cambridge University]]> https://tube.grossholtz.net/w/p51TL5MQD32mHqL5dMiL9V https://tube.grossholtz.net/w/p51TL5MQD32mHqL5dMiL9V Thu, 22 May 2025 08:40:59 GMT Everyone knows it’s important to find a job you’re good at, but how do you do that? Research shows it’s really hard to work out what you’ll be good at ahead of time, especially just by thinking about it. And career tests don’t work either. So should you just give up? Not yet. In this talk, we’ll present an alternative approach.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/personal-fit/
There you'll find all the details, as well as tips on how to apply the ideas to your own career.

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult How to find the right career for you? (part 4) @ Cambridge University Everyone knows it’s important to find a job you’re good at, but how do you do that? Research shows it’s really hard to work out what you’ll be good at ahead of time, especially just by thinking about it. And career tests don’t work either. So shou... <![CDATA[Which jobs put you in the best position for the future? (part 3) @ Cambridge University]]> https://tube.grossholtz.net/w/cCVybcxHaRbAt2JhsAAgbA https://tube.grossholtz.net/w/cCVybcxHaRbAt2JhsAAgbA Thu, 22 May 2025 08:38:48 GMT One mistake many people make early in their career is to take jobs that don’t put them in a better long-term position. Why does this happen and how can you avoid it? That’s what we’ll explain in this talk.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/career-capital/
There you can find all the details, and tips on how to apply the ideas to your own career.

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult Which jobs put you in the best position for the future? (part 3) @ Cambridge University One mistake many people make early in their career is to take jobs that don’t put them in a better long-term position. Why does this happen and how can you avoid it? That’s what we’ll explain in this talk. This series of talks will help you fin... <![CDATA[Which jobs help people the most? (part 2c) @ Cambridge University]]> https://tube.grossholtz.net/w/h6EH2GmJws45RWCnrRLBKk https://tube.grossholtz.net/w/h6EH2GmJws45RWCnrRLBKk Thu, 22 May 2025 08:36:35 GMT Find out the four types of high impact career.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/high-impact-jobs/
There you'll find all the details, as well as tips on how to apply the ideas to your own career.

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult Which jobs help people the most? (part 2c) @ Cambridge University Find out the four types of high impact career. This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career... <![CDATA[What are the world's biggest problems? (part 2b) @ Cambridge University]]> https://tube.grossholtz.net/w/mrWVe7r15gY8gHN16v7Viw https://tube.grossholtz.net/w/mrWVe7r15gY8gHN16v7Viw Thu, 22 May 2025 08:34:37 GMT To have a big impact, you’ll want to work on the most pressing problems. This sounds obvious, but people usually fail to put this idea into practice. Instead, they work on problems that are really hard to solve, already have a lot of attention, or just not as big as others. This means they fail to have anywhere near as much impact as they could. In this talk, we’ll explain how to avoid these mistakes.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/most-pressing-problems/

What problem should you focus on? Try out quiz:
https://80000hours.org/problem-quiz/

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos nonadult What are the world's biggest problems? (part 2b) @ Cambridge University To have a big impact, you’ll want to work on the most pressing problems. This sounds obvious, but people usually fail to put this idea into practice. Instead, they work on problems that are really hard to solve, already have a lot of attention, or... <![CDATA[Our top 3 lessons on how not to waste your career on things that don’t change the world]]> https://tube.grossholtz.net/w/jq7KdfHSxT3NDpeUve5iRJ https://tube.grossholtz.net/w/jq7KdfHSxT3NDpeUve5iRJ Thu, 22 May 2025 08:31:02 GMT We’ve spent much of the last ten years trying to answer a simple question: what are the world’s biggest and most urgent problems?

We developed three questions you can use to compare different global problems in terms of potential for impact.

Our analysis suggests that choosing the right problem could increase your impact over 100 times, and make your career the most important ethical decision you ever make.

READ NEXT: What are the world’s most urgent problems? https://80000hours.org/career-guide/world-problems/

Video: Maria Gutierrez
Written by: Benjamin Todd and the 80000 Hours team.
Sound: Jared Paul

Even more details on how we compare different global problems in terms of impact: https://80000hours.org/articles/problem-framework/

]]> one off videos Education nonadult Our top 3 lessons on how not to waste your career on things that don’t change the world We’ve spent much of the last ten years trying to answer a simple question: what are the world’s biggest and most urgent problems? We developed three questions you can use to compare different global problems in terms of potential for impact. ... <![CDATA[Can one person make a difference? (part 2a) @ Cambridge University]]> https://tube.grossholtz.net/w/b3fVehMrWVgNGoL3K1cL7f https://tube.grossholtz.net/w/b3fVehMrWVgNGoL3K1cL7f Thu, 22 May 2025 08:29:22 GMT Sometimes it feels like individuals can't do much to make the world a better place, but that's wrong. We've discovered a way that any college graduate in a developed country can make a major difference to the lives of hundreds of other people, without much sacrifice.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/how-much-difference-can-one-person-make/

Take the Giving What We Can pledge:
https://www.givingwhatwecan.org/get-involved/join/

The talk was recorded at the University of Cambridge in January 2016.

]]> one off videos Education nonadult Can one person make a difference? (part 2a) @ Cambridge University Sometimes it feels like individuals can't do much to make the world a better place, but that's wrong. We've discovered a way that any college graduate in a developed country can make a major difference to the lives of hundreds of other people, w... <![CDATA[What makes for a dream job? (part 1) @ Cambridge University]]> https://tube.grossholtz.net/w/6LniNWypaay3obbS9NEyFk https://tube.grossholtz.net/w/6LniNWypaay3obbS9NEyFk Thu, 22 May 2025 08:27:53 GMT Research shows that to have a dream job, do something you’re good at that makes the world a better place. Don’t aim for a highly paid, easy job, or focus too much on your “passions”.

This series of talks will help you find a fulfilling career that makes the world a better place. It's based on five years of research we did alongside academics at Oxford, and is part of our career guide:
https://80000hours.org/career-guide/

See the full article this talk is based on:
https://80000hours.org/career-guide/job-satisfaction/
There you'll find all the details, as well as tips on how to apply the ideas to your own career.

The talk was recorded at the University of Cambridge in January 2016, and is given by Benjamin Todd, the CEO and co-founder of 80,000 Hours.

Notes and worksheets to go with the video series:
http://tinyurl.com/gntweb6

]]> one off videos Education nonadult What makes for a dream job? (part 1) @ Cambridge University Research shows that to have a dream job, do something you’re good at that makes the world a better place. Don’t aim for a highly paid, easy job, or focus too much on your “passions”. This series of talks will help you find a fulfilling career t... <![CDATA[80000]]> https://tube.grossholtz.net/w/wK31mkC2KS4c8nFQYgg6pS https://tube.grossholtz.net/w/wK31mkC2KS4c8nFQYgg6pS Thu, 22 May 2025 07:50:05 GMT one off videos nonadult 80000 <![CDATA[Ultimate Team of Social Media Agents!]]> https://tube.grossholtz.net/w/5AhRt2y6ZgeaNW6MEPStay https://tube.grossholtz.net/w/5AhRt2y6ZgeaNW6MEPStay Thu, 10 Apr 2025 06:47:32 GMT AI Makers community:
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]]> one off videos Science & Technology nonadult Ultimate Team of Social Media Agents! AI Makers community: Skool: https://skool.com/ai-makers-4434 $5 today! Learn to automate your social media using this n8n workflow. n8n social media content creation n8n social media marketing n8n social media agent #n8n #socialmediam...