2026-05-16T22:01:36Z https://yabu.me difficultyadjusted https://yabu.me/npub1u8pccvvymkyn3s3lfc2647wzv977extva02a433lsvqk2nle762q7gzekm https://blossom.primal.net/d07f7ffacc071c5ea276ee2461c81c7f356f2bc0b5310e9af205a0318c4f499d.png https://blossom.primal.net/d07f7ffacc071c5ea276ee2461c81c7f356f2bc0b5310e9af205a0318c4f499d.png https://yabu.me/nevent1qqs23qnqnytu772mzp7r9ttzalmgqldnv2cn3vu3hk242lqu6dy8zegzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgadj6un In reply to <a href='/nevent1qqsvpmauzuhu8g3cgelxa2496qu4hg424qv9ryrv47yf24pkwezp7wcwvk8j0'>nevent1q…k8j0</a><br/>_________________________<br/><br/>This has me reconsidering my Good Ranchers sub 🤤 2026-06-08T01:47:06Z https://yabu.me/nevent1qqsyzqvg63my4k680v7cvxeswgkjmjzqz649qspj0rut7adldsmkcnszyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgmn6s94 In reply to <a href='/nevent1qqs95e6fkvqc5xqj9vlee4ekhuyk7wqwjg6ngeakskn6u3stfrxh43snl46vz'>nevent1q…46vz</a><br/>_________________________<br/><br/>in ~6 days the network looks set to drop difficulty around 10%. biggest downward adjustment in a while, and it tracks, bitcoin near $63k pushed the marginal miners offline.<br/><br/>what that means if you kept your rigs on: same hashrate, more bitcoin per day. the network rebalances toward whoever didn&#39;t flinch.<br/><br/>that&#39;s the whole name of the thing. difficulty adjusts. you just have to still be here when it does. 2026-06-08T01:20:59Z https://yabu.me/nevent1qqsgqxvh8syy3qs3tgl74nhvf86xf03jk778xtzdcsmgfapmlal33qszyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfggcnd4z In reply to <a href='/nevent1qqs9akzafz77895yxxyuavqt00wz4eefxy4vrnll0wrhvd28hrsj8fcqth29k'>nevent1q…h29k</a><br/>_________________________<br/><br/>this is the whole public-miner trade now, raise converts, point the megawatts at AI/HPC, stop optimizing for block reward. for a small hosted operator it cuts both ways: less competition for actual hashrate, more competition for power and rack space. the industry is quietly splitting into energy companies and people who still mine bitcoin. 2026-06-08T01:10:31Z https://yabu.me/nevent1qqspqfezl3pcw258ljn8fepa2rq478q6vxwyeggpujprt46g96k5jnczyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgda2rcr In reply to <a href='/nevent1qqsze3jxs9hmgjt9tfv07mdypazz9s8fpm79r3jlcz7tj45t4hr7urg9n04f9'>nevent1q…04f9</a><br/>_________________________<br/><br/>the part that usually gets skipped: the small hosted operator doesn&#39;t need the stranded-energy thesis to pencil. what the AI buildout does to me right now isn&#39;t hand me cheap power later — it bids up hosting capacity and current-gen ASICs today. &#34;miner soaks up excess energy&#34; is real at gigawatt scale. at my scale it&#39;s the opposite pressure: i&#39;m competing with data centers for the same rack. 2026-06-08T01:00:27Z https://yabu.me/nevent1qqs9wv3edug325rarhfawang55ps9papcs9rxnuk9jtzul2stfrhtrqzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgdse84r In reply to <a href='/nevent1qqswvd38qdgut8rjwa54nf52594tggm0kjwm55f07tdnm07jj8f3rpg75ltxn'>nevent1q…ltxn</a><br/>_________________________<br/><br/>I understand you get more reach on X, but glad to have you here building on Nostr. <br/><br/>Best wishes with the start up! 2026-06-08T00:43:06Z https://yabu.me/nevent1qqsq0d6v3kfffrml6v08nltllyc03eaalr9fqzv3tpvlzp3f2pgqu9szyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgy4t90n new read up — and this one&#39;s the &#34;start here.&#34;<br/><br/>every 2,016 blocks the network checks its own pulse and recalibrates. no vote, no meeting, no permission. i named the whole thing after that, and built a way of operating around it.<br/><br/>why i named it Difficulty Adjusted. ↓<br/><blockquote class="border-l-05rem border-l-strongpink border-solid"><div class="-ml-4 bg-gradient-to-r from-gray-100 dark:from-zinc-800 to-transparent mr-0 mt-0 mb-4 pl-4 pr-2 py-2">quoting <br/><span itemprop="mentions" itemscope itemtype="https://schema.org/Article"><a itemprop="url" href="/naddr1qvzqqqr4gupzpcwr3sccfhvf8rpr7ns44tuuyctaajvke674mtrrlqcpv48lna55qq2k5upe0999qezwf43nwenvdazkzmjvwdgk2z3xcrt" class="bg-lavender dark:prose:text-neutral-50 dark:text-neutral-50 dark:bg-garnet px-1">naddr1qv…xcrt</a></span><br/> </div> <p>There is a mechanism inside Bitcoin that most people walk straight past. Every 2,016 blocks, roughly every two weeks, the network checks its own pulse and asks one question: are we on pace?</p> <p>If too much hashpower flooded in and blocks started arriving too fast, the difficulty goes up. If miners dropped off and blocks slowed down, it comes back down. No committee votes on it. There is no meeting, no statement, no one to call. The protocol just adjusts, and the heartbeat holds at one block every ten minutes.</p> <p>That is the difficulty adjustment. It is one of the quietest ideas in Bitcoin and, to me, one of the most important. I named this publication after it on purpose.</p> <h2 id="the-part-nobody-talks-about-2">The part nobody talks about</h2> <p>When people explain Bitcoin they reach for the hard cap, the halvings, the 21 million. Fair enough. But the supply schedule only stays believable because of the difficulty adjustment sitting underneath it. The cap is the promise. The adjustment is what keeps the promise honest when the real world refuses to sit still.</p> <p>And the real world never sits still. Hashrate swings. Hardware gets more efficient. Energy markets move. Whole regions ban mining and then quietly invite it back. Through all of it the protocol does not panic and it does not pretend conditions are stable. It reads the data and recalibrates toward the target. Ten minutes per block. Everything else is just signal.</p> <p>There is something I find almost human in that. Not human in the soft sense. Human in the way a disciplined person operates when the ground keeps shifting under them.</p> <h2 id="a-ten-minute-block-of-your-own-2">A ten minute block of your own</h2> <p>We all carry a version of that target. A direction we are trying to hold. A trajectory we believe in. And the environment keeps throwing difficulty changes at us anyway. New information lands. Costs climb. A window that was open last quarter closes. An opportunity shows up in a place you were not looking.</p> <p>The protocol&#39;s answer is not to wish the volatility away. It is to build the response into the foundation, so that when conditions change the system absorbs the shock and finds its footing again without losing the thread. That is the whole trick. You do not need a stable world. You need a mechanism for staying on target inside an unstable one.</p> <p>I think that is the difference between people who get knocked off course permanently and people who just recalibrate and keep moving. One group is waiting for conditions to go back to normal. The other group already assumed normal was never coming.</p> <h2 id="mining-taught-me-this-the-hard-way-2">Mining taught me this the hard way</h2> <p>Most people picture mining as plug the machine in, collect the bitcoin, repeat. The reality is that running even a small hosted operation is an exercise in adjusting under pressure.</p> <p>You are managing the intersection of energy costs, financing terms, hardware that depreciates while you sleep, network difficulty climbing against you, and the price of bitcoin doing whatever it wants. Move one variable and the others all shift. It is macro in miniature. Miss any of it and something eventually bites.</p> <p>So you stay flexible on purpose. You get creative about how you finance growth. You learn to retire a machine before it turns into an anchor instead of after. You keep an honest eye on where the next opportunity actually lives, even when that means looking at workloads adjacent to mining rather than more of the same. You do not get sentimental about the way things used to pencil out. You look at the data, you look at what the environment is asking for, and you adapt. That is the difficulty adjustment, lived.</p> <h2 id="why-the-name-2">Why the name</h2> <p>Difficulty Adjusted is a mining operation. It is also a mindset, and that second part is really what this publication is about. Constantly adjusting to the volatility of life. Making ends meet. Staying above water when the environment keeps trying to push you under.</p> <p>It means holding a clear goal. Staying honest about the gap between where you are and where you said you would be. Having the discipline to change what is not working without torching the things that are. Building something that does not depend on the world staying the same, because the world has never once agreed to that.</p> <p>And it means this, which is maybe the most underrated discipline of all: I reserve the right to change my mind when new information comes available. That is not weakness and it is not flip-flopping. It is exactly what the protocol does every 2,016 blocks. New data arrives, the target moves, the network keeps its footing. A person who cannot do that gets left holding a plan the world has already moved past.</p> <p>The network recalibrates every two weeks, whether anyone is watching or not. The goal here is to think the same way, just a little faster than that, and to write it all down as I go. Some of that writing will be about mining, because that is where I do this in the most measurable way. Plenty of it will not be. The mindset is the throughline, not the machines.</p> <p>If you want the principle in numbers rather than the abstract, start here: <a href="https://difficultyadjusted.substack.com/p/why-i-run-a-bitcoin-mining-operation">why I run a hosted mining operation at a loss, and why it&#39;s still working</a>. That is this same recalibration applied to a real fleet this month — the cost basis, the tax shield, the call to keep a rig running anyway. This piece is just the principle underneath it.</p> <p><em>Difficulty Adjusted</em></p> <hr> <p><em>Difficulty Adjusted is a monthly newsletter for small operators running hosted Bitcoin mining. Strategy, tax mechanics, and the math behind treating mining as a tax-advantaged bitcoin accumulation strategy. Subscribe at <a href="https://difficultyadjusted.io/">difficultyadjusted.io</a>.</em></p> </blockquote><br/>#bitcoin #mining #sovereignty 2026-06-07T20:38:41Z https://yabu.me/nevent1qqsve0tn6jwzwwz59ta7nhh8pmhkzt2w6v0wt6heu8m7yq7y6s6a7uqzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgvq00du Two takes on Saylor&#39;s little bitcoin sale going around right now.<br/><br/>One camp: it proved the treasury model is bulletproof.<br/>Other camp: pure theater, he didn&#39;t need to.<br/><br/>Fun debate. Doesn&#39;t touch my plan even slightly.<br/>I&#39;m a small hosted miner. My stack doesn&#39;t care about the MSTR premium or whether a treasury co sells a few coins for the optics. Rigs stay on, bitcoin keeps landing in cold storage, difficulty adjusts. That&#39;s the whole game.<br/><br/>Treasury-company drama is a sidebar, not a strategy. 2026-06-07T19:50:20Z https://yabu.me/nevent1qqsraggepcdxlkgk4wzc9tzr8c9jswpqtsuukar4rzt6yn72uekcgvgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfg4he0cv new read up. &#34;mining at a loss&#34; is an existential problem for leveraged industrial miners. for a small operator stacking below spot, it&#39;s closer to the design.<br/><br/>the network doesn&#39;t care that you&#39;re underwater. that&#39;s the point. ↓<br/><br/><a href="https://primal.net/e/naddr1qvzqqqr4gupzpcwr3sccfhvf8rpr7ns44tuuyctaajvke674mtrrlqcpv48lna55qq256s6twqm5ysm2vdp9w3fsf3n8ynj4ty6hyh8ramq">https://primal.net/e/naddr1qvzqqqr4gupzpcwr3sccfhvf8rpr7ns44tuuyctaajvke674mtrrlqcpv48lna55qq256s6twqm5ysm2vdp9w3fsf3n8ynj4ty6hyh8ramq</a><br/><br/>#bitcoin #mining #bitcoinmining 2026-06-07T17:28:40Z https://yabu.me/nevent1qqsvw2xkzlnslmclrwp5y6fclufh4u797d4ekdt0ndtwczaqcdugwrgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgnhc4eq i &#34;lost&#34; $78 mining bitcoin last month.<br/><br/>the number i actually run against: $66,530 a coin, hosting divided by bitcoin produced. april spot averaged $73,805. i stacked about $7,275 under market before the tax shield.<br/><br/> <img src="https://blossom.primal.net/a1ddb2d6094cf40d5689278e10307ea558f379ec56aead94e795cde6cb3347e6.png"> <br/><br/>field notes on why &#34;loss&#34; is the wrong measurement ↓<br/><br/><a href="https://difficultyadjusted.substack.com/p/why-i-run-a-bitcoin-mining-operation">https://difficultyadjusted.substack.com/p/why-i-run-a-bitcoin-mining-operation</a> 2026-06-06T01:38:43Z https://yabu.me/nevent1qqsyzrxxmsnnxtxrtwntq5afs9h5gar3nnladdur3x9skgk8helz9vgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgpd9anj <br/><br/><br/>New piece up: how I finance hosted mining rigs at a 0% cost of capital.<br/><br/>The thing nobody tells you: for a small operator the financing structure matters more than the hardware spec. A current-gen rig nets between a buck of loss and a few bucks of profit a day. At those margins, paying 7% APR instead of 0% can erase the whole operating margin in a thin year. The hardware comparison is noise. The financing is the game.<br/><br/>Inside: the real cards and windows, the cash-advance trap, the exit ramp at expiration, and the six failure modes that wreck this strategy. Written by an operator actually paying the hosting bills, not a calculator.<br/><br/><a href="https://difficultyadjusted.io/">https://difficultyadjusted.io/</a><br/><br/> <img src="https://blossom.primal.net/c8cb09408c997ea1062fe2b71e4c186381aea7af5257161b6db1b34aee935edd.jpg"> 2026-05-26T00:17:49Z https://yabu.me/nevent1qqs2xkk6sa7qw25702fz46ucg05eghrhjf2lhv8fjjvgymxm44tq6mczyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfghyzl5x Mining at a loss is fine if you do the paperwork.<br/><br/>A Section 174 deduction, a Section 179 election, and a state with no income tax can turn a thin operating margin into a meaningfully positive after-tax bitcoin-accumulation curve.<br/><br/>Most &#34;is mining profitable&#34; content skips the part that actually matters. <br/><br/> <img src="https://blossom.primal.net/4b6eb4b9f2ad997dce81d24e1e9cbb7cde38bc4fcac499047f1bff809961d048.png"> 2026-05-17T01:49:25Z https://yabu.me/nevent1qqsv3dx22jzp25jg7ps6wdmlk9gkdm2h6retpvvwnse0jkj2ktfewhgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfghy86hw In reply to <a href='/nevent1qqstusxlj6y4hvwramvldy8dvly63k53cvzd059yv65m36tuazzswgqprfmhxue69uhhyetvv9ujuurjd9kkzmpwdejhgtmkxyhsnaqm5j'>nevent1q…qm5j</a><br/>_________________________<br/><br/>It was bound to happen…Plaid connectors in Perplexity, platforms like CFO Sylvia, etc. Not long before folks offload their finances and portfolio management to agents 😬🍿 2026-05-16T01:31:53Z https://yabu.me/nevent1qqsyjs8gld66y72tq0f4zn7v63fasrh0qw3cm5k0027lqpk5a2z0fgszyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgrget7x In reply to <a href='/nevent1qqsv9x9m090gqyet978zpmjc9w7p65t0sxm9q9zjsv2cf5uk5sghkqgpr9mhxue69uhhq7tjv9kkjepwve5kzar2v9nzucm0d53fmgcs'>nevent1q…mgcs</a><br/>_________________________<br/><br/>GM we outchea grinding, PV 🤙 2026-05-15T13:47:36Z https://yabu.me/nevent1qqsgky857vznhg9c0vn4sra7cgxnk9zfwtmjynqcc2u4gtaffr3kafczyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgw508ln In reply to <a href='/nevent1qqsqknjz230dmejresyrs4sg2zv2vhsxe2nkp8mcfm2juyl3pdmt2vcntsa8t'>nevent1q…sa8t</a><br/>_________________________<br/><br/>Hell yeah! 💪 2026-05-15T09:03:36Z https://yabu.me/nevent1qqsrjffknf4ekns5c4c47yucvvhwmm9l47cylw8tfstyyjglycuypcczyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgzmqwjj In reply to <a href='/nevent1qqsr6wmr2lynt60hfgs9yhexs5r4pgzwlnrp0zyz5rrsy0ndzxu8pdgp33hv4'>nevent1q…3hv4</a><br/>_________________________<br/><br/><a href="https://difficultyadjusted.substack.com/">https://difficultyadjusted.substack.com/</a> 2026-05-15T07:07:46Z https://yabu.me/nevent1qqsy9yj3pxlrac5dpzflafqw4cr4ev6cn94p2m86shy9nwpx2ukshlszyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgxuf3d4 In reply to <a href='/nevent1qqsqqqrmkghkyx9cwmzsp6s2rrpahm0m76mlrhr95m0tzz5hmrpg7cgprpmhxue69uhhxurpw35kzttpwf3kzmnp9e3k7mf0v5jc7x'>nevent1q…jc7x</a><br/>_________________________<br/><br/>That all makes sense. Discovering content without an algorithm serving it up is interesting and refreshing. I can sense how it can feel like an echo chamber at times. But I’m here for it 2026-05-14T22:24:25Z https://yabu.me/nevent1qqszhd5x9r20qje9t3v4jcjvmqw7elawnfzr3488rj88jszsxj6jvlgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfg5a7tsz In reply to <a href='/nevent1qqsgmg57pru0g0wuuyw728zlgs9ut3tjvyccyughq4nezw9rq5mhkdsdfv3c7'>nevent1q…v3c7</a><br/>_________________________<br/><br/>&gt; Appreciate you, this is helpful context. I’m definitely feeling that “empty room” effect right now and the discovery part has been the hardest so far. Good to hear it’s already improved over the past year though 2026-05-14T22:19:39Z https://yabu.me/nevent1qqsrxdtk6qfplwcnjtkyjxs48x9r5x3h23kfl690q62dgqmhu0c7ujszyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgzl5j49 In reply to <a href='/nevent1qqsqqq8cr94wz0435egv93p7ztl3ypg57yvyzsjjt3k08l603wjk75qgt762x'>nevent1q…762x</a><br/>_________________________<br/><br/>I&#39;m new to nostr and interested to know why some users left. I&#39;ll check out wisp too 2026-05-14T02:08:15Z https://yabu.me/nevent1qqsvy2jquxhypnzn72pytkznz6jc0hftsr2mufdp4ntlkck666vg85czyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgegs4c9 The mistake I made for most of last year: treating my mining LLC as one business and asking &#34;should I add a rig?&#34;<br/><br/>The actual question was &#34;is this a primary income strategy or a tax-advantaged accumulation vehicle?&#34; The answer changes everything downstream.<br/><br/> <img src="https://blossom.primal.net/e38e70f395cdf43bd698bb1ce59cf8ed79af6638597a88c995306995c21d8a11.png"> 2026-05-13T23:27:51Z https://yabu.me/nevent1qqsdftcs85clscq8u9w2r0vflnvx2ntn6t5wtswu5ljv4fyax5h6jagzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfgz552cn Bitcoin mining works at thin margins as long as financing is cheap. A rig that nets $5/day after hosting can&#39;t survive 7% APR equipment financing. The same rig on 0% APR for 14 months is a different business.<br/><br/>Most &#34;mining doesn&#39;t work at these prices&#34; content is implicitly assuming high cost of capital. 2026-05-13T10:58:28Z https://yabu.me/nevent1qqsr6wmr2lynt60hfgs9yhexs5r4pgzwlnrp0zyz5rrsy0ndzxu8pdgzyrsu8rp3snwcjwxz8a8pt2hecfshmmyedn4atkkx87psze20l8mfg9mzadf Difficulty Adjusted is field notes from a small hosted Bitcoin mining operation. Monthly close, tax mechanics, and the math behind treating mining as a tax-advantaged accumulation strategy.<br/><br/>I&#39;ve been mining at home and hosting ASICs under an LLC since 2022. The publication is here because there&#39;s almost no honest, operator-tier writing for W-2 earners running hosted mining.<br/><br/>Monthly issues on Substack.<br/><a href="https://www.difficultyadjusted.io/">https://www.difficultyadjusted.io/</a> 2026-05-12T03:04:35Z