# constraints-led — RSS Amplifier Recent posts from the 2 feeds in the RSS Amplifier directory that cover constraints-led. Page: Feed: --- ## [The Constraints-Led Approach is Mission Command for Sport](https://thewhirl.substack.com/p/mission-command-constraints-led-approach-coaching) _2026-08-11 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ Three basketball gyms in one week, and what Boyd, TOPGUN, and a Naval Academy camp taught me about how we are coaching kids. ## [Orientation Is Capital, Part II: Why the Same Assets Produce Different Returns](https://thewhirl.substack.com/p/orientation-is-capital-same-assets-different-returns) _2026-08-03 · Mark McGrath | OODA Synthesist · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ A visual field guide to the hidden asset that decides whether uncertainty becomes value or loss. ## [The Machine Is Teaching Writers How to Sound Human](https://thewhirl.substack.com/p/ai-detector-becomes-editor) _2026-08-01 · Mark McGrath | OODA Synthesist · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ Pangram, Substack, and the Machine Definition of Human Writing ## [Kegan “SMurf” Gill and the Machinery of Orientation](https://thewhirl.substack.com/p/kegan-gill-ooda-loop-orientation) _2026-07-31 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ He survived the fastest ejection in Naval aviation history. The deeper story is what it did to his Orientation, and how John Boyd and the Free Energy Principle explain the way back. ## [Dr. Zach Bush Just Explained the OODA Loop and Never Named It](https://thewhirl.substack.com/p/zach-bush-joe-rogan-real-ooda-loop) _2026-07-24 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ Zach Bush on Joe Rogan: The Real OODA Loop (JRE #2529) ## [Boxing Combos are Information-Driven w/ Adam Haniver](https://www.combatlearning.com/p/boxing-combos-are-information-driven) _2026-07-17 · Josh Peacock · Teaching Martial Arts by Combat Learning_ Effective boxing combos can’t be taught. They emerge to solve striking-specific scoring problems as a function of interaction between opponents. This is also why mitt work is useless for developing perceptual motor skill. We also discuss how even defense is an active process, like offense. This is why the constraints-led approach is the best way to facilitate rich information-driven practice via… [Listen](https://api.substack.com/feed/podcast/207092391/48e62d0739f9491442e2fa1864d1dd59.mp3) ## [Fit or Veridicality? Boyd’s OODA Loop as a Headset for This World](https://thewhirl.substack.com/p/ooda-loop-fit-or-veridicality) _2026-07-15 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ Does your mind exist to show you the truth, or to keep you alive? John Boyd and Donald Hoffman hit the same wall. ## [Happy Birthday, America](https://thewhirl.substack.com/p/happy-birthday-america) _2026-07-04 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ At 250, the founding document is worth another look. A new No Way Out drops Monday. ## [The Constraints-Led Approach Within Boyd’s Real OODA Loop](https://thewhirl.substack.com/p/the-constraints-led-approach-within) _2026-06-28 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ One way to understand the OODA loop, and to see that the CLA was never a separate thing. ## [The Debrief Has One Purpose](https://thewhirl.substack.com/p/ooda-active-inference-debriefing-situational-awareness) _2026-06-19 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ How OODA, Karl Friston, and elite debriefs turn prediction errors into learning, situational awareness, and better decisions for elite teams. ## [Brisk AI News Briefings (Sponsored)](https://crawlproof.com/a/xEwZslf1Pnhd) _2026-06-19 · **Sponsored**_ Read AI summaries and listen to audio briefings for top stories. ## [Found in the Archives: Boyd's Interconnectedness (I)](https://thewhirl.substack.com/p/found-in-the-archives-boyds-interconnectedness) _2026-06-16 · Brian “Ponch” Rivera · The Whirl of ReOrientation: OODA as Boyd Actually Meant It._ Steve McCrone Visits the Archives, Ponch Explores Fractals, and the World Gets Access to Boyd's Codex ## [Attention, Knowledge, & Memory: Bridging Constructivism and Ecological Dynamics](https://www.combatlearning.com/p/attention-knowledge-memory-bridging-constructivism-ecological-dynamics) _2026-06-05 · Josh Peacock · Teaching Martial Arts by Combat Learning_ Exploring constructivism and how it overlaps and differs with the ecological approach to learning. In educational psychology, attention, knowledge, and memory are key elements of the learning experience. In today's episode, we look at how constructivism uses these elements--with some ecological thoughts on the side. Bring your CLA coaching and ecological dynamics knowledge to the next level and… [Listen](https://api.substack.com/feed/podcast/200822555/36be6a0388958ac22fbb9c76d254676d.mp3) ## [Ecological Dynamics of Injury Recovery](https://www.combatlearning.com/p/ecological-dynamics-of-injury-recovery) _2025-09-24 · Josh Peacock · Teaching Martial Arts by Combat Learning_ Bring your CLA coaching and ecological dynamics knowledge to the next level and upgrade to the premium combat learning newsletter. It’s the best way to support the show, and you’ll get access to exclusive articles and recordings on how to practically apply the science of skill acquisition to martial arts training. Right now, I’m taking Rob Gray’s How We Learn to Move and applying it to martial… [Listen](https://api.substack.com/feed/podcast/174448242/54b6ab79e1fce77c634779307132acda.mp3) ## [You Need More Variability w/ Andre Grandbois](https://www.combatlearning.com/p/you-need-more-variability-w-andre) _2025-07-31 · Josh Peacock · Teaching Martial Arts by Combat Learning_ You could always use more variability. We discuss game selection variety, injury prevention, differential learning, and aliveness. Other topics covered: \* The value of some information processing concepts \* Performance vs learning, instruction as a constraint, and how to measure learning \* Did the research you’re using include representative design? \* The limits of representative learning design… [Listen](https://api.substack.com/feed/podcast/169767743/2a432a26b1751377bb5dabd9112b5fb0.mp3) ## [Why Details and Drilling Don't Work for Us w/ Andre Grandbois of Grappling Garden](https://www.combatlearning.com/p/why-details-and-drilling-dont-work) _2025-07-16 · Josh Peacock · Teaching Martial Arts by Combat Learning_ It’s not a mystery at all why so many people quit jiu jitsu and martial arts generally, and coach Andre and I dissect why. Other subjects covered: \* Praise the process, not the outcome (fostering intrinsic motivation) \* Warmups \* Athletic skills Bring your CLA coaching and ecological dynamics knowledge to the next level and upgrade to the premium combat learning newsletter. It's the best way to… [Listen](https://api.substack.com/feed/podcast/168498758/35137760dca7f5f017f32ac73248c602.mp3) ## [Coach Firas Zahabi's Big Dumb Oopsie](https://www.combatlearning.com/p/coach-firas-zahabis-big-dumb-oopsie) _2025-06-30 · Josh Peacock · Teaching Martial Arts by Combat Learning_ I didn’t watch the debate, but I know it sucked. What I found in the comments is embarrassing. Snort. A study lol. Why would scientists call a neurological phenomenon “muscle memory?” Doesn’t even pass the smell test. The article states that muscle memory is making muscles remember movements, but then Zahabi says it’s neurological. Sloppy, sophomoric, embarrassing, does not even merit reply,… [Listen](https://api.substack.com/feed/podcast/167149218/5f100138331a503592cee6bc33ad31ee.mp3) ## [5 Ways to Start Eco Training if You're Not at an Eco Gym](https://www.combatlearning.com/p/5-ways-to-start-eco-training-podcast) _2025-03-18 · Josh Peacock · Teaching Martial Arts by Combat Learning_ Interested in eco/CLA but stuck in a traditional school? Or maybe you’re frustrated with your progress, want to try something new, but are stuck inside a learning environment you don’t control. Either way, you still have some options. Of course, it’s optimal to run your own club or gym, but you can take ownership of your own learning journey and get started with CLA even if you don’t. Here’s the 5… [Listen](https://api.substack.com/feed/podcast/159342013/530957eddcfc857b590678963a381a28.mp3) ## [Why the Practical Karate Movement isn't Improving Karate](https://www.combatlearning.com/p/why-practical-karate-doesnt-improve-karate) _2025-03-10 · Josh Peacock · Teaching Martial Arts by Combat Learning_ My friend Daniel Marino made a critical observation about the karate community: “It’s about looking good, not learning how to fight.” Now, if you’re a part of the so-called “practical karate” or “practical bunkai” movement, you might think that you are exempt from this statement…but you’re not. Dan wasn’t just talking about the most traditional of the traditionalists. He was talking about the… [Listen](https://api.substack.com/feed/podcast/158779879/5c903d522148c06e1a3d8c0aa82d5417.mp3) ## [Training Review #3: David Ooi's Awesome Ecological Jiu Jitsu Seminar](https://www.combatlearning.com/p/training-review-3-david-oois-awesome) _2025-03-04 · Josh Peacock · Teaching Martial Arts by Combat Learning_ This is a free preview of a paid episode. To hear more, visit www.combatlearning.com Today I analyze a jiu jitsu seminar conducted by David Ooi in Singapore. In the process, a lot of good little nuances surface that I don’t often get to talk about in other places. Other Paid Articles You Don’t Want to Miss… [Listen](https://api.substack.com/feed/podcast/158370346/8d06fbba9ee80b336693a585395662b7.mp3) ## [Refer a Friend, Earn Rewards (Sponsored)](https://crawlproof.com/a/JeRQQnFHOqO7) _2025-03-04 · **Sponsored**_ Earn rewards when a friend signs up for the Graphite Business Card ## [CLA is Not Positional Sparring...](https://www.combatlearning.com/p/cla-is-not-positional-sparring) _2025-02-18 · Josh Peacock · Teaching Martial Arts by Combat Learning_ Positional sparring is consistent with the constraints-led approach (CLA) to coaching—and by extension, scalable live training (SLT)—but positional sparring tends to have a less flexible scope of practice. So whereas all positional sparring can be CLA, the CLA is not simply positional sparring: it can be much more or much less, depending on the necessary scale. Bring your CLA coaching and… [Listen](https://api.substack.com/feed/podcast/157394621/eefdad26134d38d79c14f09fcfdc2ecd.mp3)