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  1. Competency trial for Austin capital murder suspect, what to expect
    Shane James is accused of shooting seven people in Austin in December of 2023, four of them fatally. Authorities said he also shot his parents in Bexar County that morning.
    kxan.com/news/crime/competency

  2. Aeroméxico abre tres nuevas rutas directas a los Estados Unidos

    Aeroméxico y Delta Air Lines abrirán tres nuevas rutas directas desde Ciudad de México hacia Orange County, Fort Lauderdale y Portland a partir de enero de 2027, con vuelos diarios que ampliarán la conectividad aérea entre México y Estados Unidos.

    SN Redacción

    Aeroméxico y Delta Air Lines anunciaron el día de hoy la incorporación de tres nuevas rutas para conectar al Aeropuerto Internacional de la Ciudad de México (AICM) con el Aeropuerto John Wayn en Orange County, California (SNA); el Aeropuerto Internacional de Fort Lauderdale-Hollywood en Florida (FLL) y el Aeropuerto Internacional de Portland, Oregón (PDX), fortaleciendo la conectividad entre México y Estados Unidos como parte de su Acuerdo de Colaboración Conjunta (JCA por sus siglas en inglés).

    Operadas por Aeroméxico, las tres nuevas rutas comenzarán a partir de enero de 2027 con una frecuencia diaria, a bordo de equipos 737 MAX 8, aeronaves equipadas con un amplio sistema de entretenimiento a bordo y con capacidad para 166 pasajeros: 16 en Clase Premier, 18 en AM Plus y 132 en Cabina Turista.

    Con ello, Aeroméxico se convertirá en la única aerolínea en ofrecer vuelos directos entre la Ciudad de México y cada uno de estos tres destinos. Las nuevas rutas ampliarán la red de la alianza Aeroméxico-Delta a 27 destinos en Estados Unidos desde Ciudad de México.

    Al respecto Giancarlo Mulinelli, Vicepresidente Senior de Ventas Globales en

    Aeroméxico expresó: “Nos complace anunciar tres nuevas rutas hacia los Estados Unidos, uno de los mercados más dinámicos, estratégicos y de alta relevancia para la conectividad internacional de México. La incorporación de estos destinos acerca a nuestros pasajeros a nuevas alternativas para disfrutar de una amplia oferta turística en ambos países, al tiempo que impulsamos la apertura de nuevas oportunidades de negocio e intercambio comercial.”

    En conjunto, Orange County, Fort Lauderdale y Portland ofrecerán una amplia variedad de experiencias de placer en Estados Unidos.

    Orange County brinda acceso a más de 67 kilómetros de playas sobre la costa del Pacífico, así como a algunos de los parques temáticos más populares de Anaheim, en el sur de California. Desde la esencia artística y las pintorescas playas de Laguna Beach hasta el puerto de Newport Beach y la tradición del surf de Huntington Beach, cada una de las comunidades costeras del condado posee un carácter distintivo, mientras que sus reconocidas zonas comerciales amplían aún más el atractivo del destino.

    Por su parte, las playas de Fort Lauderdale, su extensa red de canales y su clima cálido durante todo el año la convierten en una opción ideal para disfrutar de actividades al aire libre. Además, su cercanía con Port Everglades permite a los viajeros complementar fácilmente su itinerario con una estancia en el sur de Florida antes o después de un crucero.

    Mientras que Portland combina una reconocida escena gastronómica y un carácter independiente con fácil acceso a la belleza natural del noroeste del Pacífico. Sus cervecerías artesanales y singulares vecindarios se complementan con atractivos cercanos como el río Columbia, el monte Hood y la región vinícola del valle de Willamette.

    Los itinerarios y fechas de operación de las nuevas rutas se expresan a continuación:

    Ciudad de México (MEX) – Orange County (SNA)

    Inicia 11 de enero 2027

    RUTASALIDALLEGADAFRECUENCIASCiudad de México –  Orange County09:15 h11:30 h1 vuelo diarioOrange County –  Ciudad de México13:00 h19:00 h

    Ciudad de México (MEX) – Fort Lauderdale (FLL)

    Inicia 14 de enero 2027

    RUTASALIDALLEGADAFRECUENCIASCiudad de México –  Fort Lauderdale09:35 h14:05 h1 vuelo diarioFort Lauderdale – Ciudad de México15:35 h18:20 h

    Ciudad de México (MEX) – Portland (PDX)

    Inicia 21 de enero 2027 desde México

    Inicia 22 de enero 2027 desde Portland

    RUTASALIDALLEGADAFRECUENCIASCiudad de México –  Portland16:15 h20:00 h1 vuelo diarioPortland – Ciudad de México09:30 h17:00 h

    Horarios locales. Itinerarios sujetos a cambios.

    La incorporación de Orange County, Fort Lauderdale y Portland refleja el compromiso de la alianza Aeroméxico-Delta de ofrecer a los clientes de México y Estados Unidos más opciones de viaje, una mejor conectividad y acceso a la amplia red de destinos de ambas aerolíneas.

    La venta de boletos para las tres nuevas rutas ya está disponible en los canales oficiales y sitios web de Aeroméxico y Delta. –sn–

    Aeronaves de Aeromexico

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  3. One of the design decisions I made early on in my Forth machine is: compiling a new system must target a second computer, controlled through some kind of tether. A software emulator counts, and that's what I've been using on the Picocalc.

    But recompiling the system from scratch takes about 1m25s on the emulator, which is too long. So, I granted it a secondary core, which cut the time to 22s. Longer than I'd like, but, acceptable. (Recall that the CPU is currently only 20 MHz.)

    I'm not sure how useful a second core is for other applications yet. But it's nice that the CPU is small enough that I can just toss another one in.

  4. Trump’s West Point gives judge the 'middle finger' after ruling: legal expert alternet.org/west-point-court- via Alternet.org

  5. Tokens Over Hires

    In the middle of September I ran ccusage against every Claude Code session on my laptop since May. It walks the local logs, counts the tokens, and prices them at what the API would have charged. I expected a big number. What came back was about twenty billion tokens and just under fourteen thousand dollars, across every project I’d touched in four months, with most of it going to Pepper, which is now open for signups, so go check it out. Nineteen billion of those tokens were cached reads.

    I sat with that for a minute. Fourteen thousand dollars is real money. At my current pace it works out to roughly thirty thousand a year. I could triple it and spend a hundred thousand dollars a year on tokens, and that still isn’t one engineer. In exchange, Chris and I have shipped more code than I’ve shipped in any stretch of my career. I wrote in September that the two of us merged 657 pull requests in our first thirty days with a budget instead of a platform team. When I put the ccusage number in those terms on a panel, it came to about a dollar fifty a pull request.

    That number is what my laptop would have cost at API prices, and it isn’t what we actually pay. Here’s the whole bill for both of us. Two Codex subscriptions, one each, are $200 a month. Anthropic is $550 a month: a Max plan for me and Chris, plus two Vycari team seats, one for Chris and one that runs our automation. I have an Ollama subscription at $200 a year. Greptile is about $1,500 a month. All in, that’s a little under $2,300 a month, or about $28,000 a year, for both founders and every pipeline we run. It still isn’t one engineer.

    The obvious conclusion is the one a friend reached when he heard the figure: if code is that cheap, just get more tokens. I thought so too, for about a day. Then I looked at what was actually slowing us down, and the token budget wasn’t on the list.

    The Constraint Is Attention

    Every agent I run needs things from me that tokens can’t buy. It needs a plan approved before it starts. It needs its pull request read when it finishes. When it hits something it can’t decide, it escalates, and somebody has to be there to answer. None of those steps is expensive on its own. The problem is what happens when I run enough agents that the steps overlap.

    When I run too many agents, the cost goes up a little and the risk goes up a lot. The biggest thing that’s slipped past us so far was how we managed database connections. It got out of hand, a little at a time, while my attention was on other pull requests, and eventually it caused an outage. Chris had to roll forward while I was out of town, and I spent the following week building a proper database abstraction layer. He put it more bluntly than I would have: the thing that kills us is splitting our attention. That’s when stuff slips through.

    When people ask how we decide what to spend, I give them the order. Optimize for human time, because that’s the scarcest thing we have. Then money, because that’s the second scarcest. Then everything around agent time. “I can waste agent time all day. I don’t care.”

    So the number that limits us is how many agents one person can supervise well at the same time. I don’t have a precise figure for that ceiling. I know I’ve been over it, because I can feel the difference between a day when every pull request got a real read and a day when I was skimming to keep up.

    Another friend told me recently about engineers at his company running up bills in the thousands to build simple internal copies of SaaS tools. His reluctant guess was that they just aren’t as good at using agents yet, and that it’s a skill people have to develop. I don’t know what they’re doing differently. It doesn’t sound like token maxxing, which I’ve never really understood either. I’d love to sit with engineers who run up giant bills and just watch. My guess is they’re using the agents inefficiently, and that what’s missing is supervision, which a bigger budget won’t fix.

    Building for More Agents per Person

    Almost everything I’ve built since the summer has been an attempt to raise that ceiling, and almost none of it has been about spending less.

    The pipeline I described in The Agent That Never Merges is the first piece. Agents open pull requests continuously and never merge them, which means the supervision cost per pull request is bounded at one careful read. The pipeline absorbs the rest: triage, planning, the first round of review comments, the retries. I only see the work once it’s in a state worth my attention.

    The second piece is where the work lives. I wrote about pulling Pepper apart into small, bounded repositories to keep CI fast and give agents less to load. It mattered just as much for my attention. An agent working in a repository with one job produces a pull request I can evaluate in one sitting.

    We’re up to fourteen repositories now. Last week I moved our iOS app out of the monorepo into its own. That was 150,000 lines of code, and nobody noticed except Chris, who had to wait a day to land his next batch of iOS changes. Agents make refactors that size easy. Having the CLI and the iOS client in their own repositories also forces us to keep good API definitions between the server and its clients.

    The third piece is delegation inside the agent layer itself. I run two Claude Opus 5.5 orchestrators on medium effort. One is the UTL, for uber tech lead, and its job is to spawn subagents that build features. The other is what I call the focused worker, and its job is working with me. It catches the manual tasks that come out of the UTL’s pull requests and keeps them in a ledger. Then we work through them together: systems changes, bringing up new platforms, migrating data, anything that needs my level of access and oversight. Everything else goes to a subagent under the UTL, Opus for design docs and code reviews, Sonnet for implementing a feature from a design doc. Every one of these agents can consult a model a tier above it as an advisor, and they all share a wiki for notes.

    Anthropic is now advertising much the same pattern with Claude Projects, and I’m happy to see others arriving at the same answer. Chris has been building a loop that babysits open pull requests through review until they score well enough to be worth a human’s time. Each layer like that turns a job I used to do by hand into something I check. The ceiling goes up one delegated task at a time.

    The Token Budget Was the Easy Problem

    There was a week in September when the meter really was the constraint. We ran through our free credits and paid about $120 in overage. Then AutoDev ate the whole Vycari quota, and I did server cleanup by hand because I couldn’t do anything else.

    Most of that was self-inflicted. I’d started with Fable as the orchestrator, with no cap on context, and burned a week’s quota in three days. The setup above fixed it. The orchestrators run on medium effort, and the cheaper model does the implementing. Opus answers the reviews because Sonnet is too literal about them, and a literal reading turns two review cycles into twelve. Every agent auto-compacts at 200K tokens, because Anthropic charges more for context past that point. With that setup, and the work spread across parallel sessions, I find it hard to spend all of my quota. My goal now is to hit 99% of it every week just before it resets. I keep a list of research projects, and if I have quota left 24 hours before the reset, I spin one up. That isn’t the same as maxing out tokens. I’m not trying to use as many as possible. I’m trying to use all the ones I’ve already paid for.

    There’s also a second account on the same machine. Claude Code reads a CLAUDE_CONFIG_DIR environment variable, so two shells with two config directories give you two accounts side by side. The second one runs the AutoDev and code review pipelines, and those use up its quota every week, so it isn’t a fallback for my own sessions. When I do run short, I supplement with other labs’ plans. Every one of those fixes took an afternoon or less. None of the supervision problems above has had an afternoon fix.

    Where the Money Actually Goes

    While I had the numbers in front of me, I looked at where development spend actually lands, because it isn’t where I expected either.

    Development tokens currently run about ten times what the product itself consumes, even with real people using it. Building the thing costs more than running it. That won’t last. The feedback from our private beta has been really good, and we now open Pepper to a limited number of new signups every day, so product usage is rising quickly.

    Most of what we actually pay goes to code review. Subscriptions are the cheap way to buy tokens if you’re willing to hit limits, so they’re the smaller line. Greptile reviews every pull request we open, and at about $1,500 a month it’s our biggest single expense. We both think it’s worth it, because it’s the layer that lets the never-merge pipeline run without me reading every first draft.

    In October I tested that. I spent a few days building a cheaper reviewer to replace it. I came out the other side saying, “I think we should just pay for it because I can’t do it cheaper.” What I could change was how often we call it. The agents kept asking for a re-review before they’d fixed anything. Because every repository shares a common dev environment, the fix went in once: our pull-request skill now has agents run /simplify and then /code-review before they’re allowed to open a pull request. On many of our repositories, our own reviewer also does the first round and only then calls Greptile. My goal is a pipeline where Greptile’s reviews come back with nothing to say. We’re not there yet, but we get a little better every week.

    I’d rather pay for review than have a second person do it, and the reason isn’t salary. The person would need supervising too, because review is a job I’d have to check, not one I can hand off.

    What a Hire Is For Now

    Five years ago, if I’d been getting a product like this ready for market, I’d have been hiring twenty to fifty engineers. The work would have needed that many hands, and most of what they’d have done was write code. Today the code is the cheap part. If I bring someone in to write code, I’ve added a person who needs plans approved and pull requests read, which is the exact resource I’m short on. A hire whose job is output adds coordination faster than it adds capacity.

    I said on a podcast that came out last week that the code I’ve written would have cost about fifteen thousand dollars at API prices, and that I couldn’t hire engineers for that money. That’s true. The engineers I’d still want are a different kind from the ones I hired at Google. We need a few more people who can herd agents, not fifty.

    The engineering hire that adds capacity is a different shape. It’s someone who can own a bounded service whole. Here’s the interface, here’s everything it needs to do, let me know when it’s done. That person brings their own supervision. They run their own agents, read their own pull requests, and answer their own escalations, and the only thing that crosses the boundary between us is the contract. Supervision divides along the interface instead of piling up on one person. That’s a tech lead’s job, and it’s the only kind of engineering hire I can see that raises the ceiling instead of lengthening the queue.

    That raises a fair question about how anyone grows into that job now, which I tried to answer in The Questions Are the Job. The other advice I give is to work on open source. I’ve met people who showed they could work really efficiently with agents through open source projects, Gemini CLI in particular, and some of them ended up being hired onto my teams. Open source has its own problems right now. But if you show up as a thoughtful engineer with features or bug fixes that are well reviewed, well tested, and bring value to the project, I think you’ll be welcome. That’s one of the reasons I decided to open source the Pepper CLI.

    The first hire probably isn’t an engineer at all. I’ve said this a few times now, including on stage at a panel in September. Neither Chris nor I are go-to-market people, and I may hire one before I hire another engineer. I can create piles and piles of code, even relatively good code. What I can’t do is agentically acquire customers. (Did I mention that Pepper is open for signups now?) Someone in marketing came up after the panel and told me I’d validated her existence.

    The Third Trend

    I’ve watched this happen twice before. Open source developer tooling made it so a small team didn’t need to buy or build its own compilers, databases, and frameworks. Cloud infrastructure made it so that team didn’t need to own hardware or a data center. Each time, the number of people you needed to start something real dropped, and the skills that mattered shifted toward the people who understood systems well enough to compose what was suddenly free.

    Agentic tools are the third one. Anyone with a good idea can now get from concept to production on a budget that would have been a rounding error in a Google planning cycle. But the constraint didn’t vanish. It moved, the same way it did the last two times, toward the people who understand systems design well enough to drive the agents and notice when something has slipped through. I wrote a year ago that management skills were going to carry over to working with agents. I didn’t expect to be proving it with a two-person org chart and fourteen thousand dollars of tokens.

    This isn’t only a small-company problem. At Google it was hard to get more than a few changes in a day, because each one waited on code review. I’ve talked to engineers there who now do all their work in experimental directories that don’t require review, then port it back to their team’s repository at a pace the review process can keep up with. That’s what happens when you don’t manage for human attention. Productive people spend their cycles waiting on the process.

    When other companies ask me what to change, my answer has become: drive until human attention is the scarce resource, then build for that. If you’re reading your own ccusage number and wondering whether the answer is more tokens, look at where your attention went first. For us the answer has been more interfaces. Those are the places where one person’s supervision ends and another’s begins, or where an agent takes over a job one of us used to do by hand.

    #Agents #AI #Developer #Startups
  6. Chiefs struggle on 3rd down offensively, defensively in lopsided loss in Seattle

    KANSAS CITY, Mo — KSHB 41 reporter Tod Palmer covers sports business and eastern Jackson County, including Independence.…
    #NFL #KansasCityChiefs #KansasCity #Kansas #Chiefs #AndyReid #ChrisJones #Football #JacksonCounty #JaxonSmith-Njigba #NFLFootball #PatrickMahomes #SamDarnold #SeattleSeawhawks #SportsBusiness
    rawchili.com/nfl/1037570/

  7. Monstress #65 preview. Covert alliances and hidden histories are revealed as Maika continues her quest to reunite with Zinn — and confront the treachery of the Dusk Court. #comics #comicbooks
    graphicpolicy.com/2026/10/26/p

  8. “During the case, Corrections Victoria argued it could be used to make alcohol and could impair sniffer dogs from detecting contraband.“
    abc.net.au/news/2026-10-26/vic

  9. Former RAAF pilot Robert Crawford was living ‘double life’ before murdering his wife to avoid losing assets, court hears

    A former RAAF pilot accused of murdering his wife at their Queensland home embarked on a “campaign to…
    #Australia #AU #Austrlia #FrancesCrawford #homicide #murder #QLD #Queensland #raafpilot #RobertCrawford #trial
    europesays.com/australia/12974

  10. Family Blues

    I’ve said that playing the blues is like having to be black twice. Stevie Ray Vaughan missed on both counts, but I never noticed.
    B. B. King

    Just Damn
    What sweet jam
    From an awesome fam

    https://youtu.be/LfH3DARr_Z4?si=m7iiGPF-V6QvAf6h

    https://youtu.be/BuKutCP6N2o?si=FfueYloTJy7DvIkF

    https://youtu.be/NA4uR-cJCYw?si=N9FSEEjPhxAzkirE

    Not doing any challenges in here but rather going out to do it. I had a cousin pass on Friday, safe journey Cathy. I’m headed to say goodbye and visit the little family I have left. I find myself a little on the blues side and the Vaughan Brothers album is soothing my soul tonight. Easing into the morrow with love for family, yours & mine, peace.

    https://youtu.be/Qv38If3WxJ8?si=3U1DbNEenFX-s7YY

    O2626 ©peaceful-threads.com

    #dailyprompt #dailyprompt2926 #family #life #love #music
  11. Woman granted bail after allegedly trying to snatch 14-year-old girl’s hijab

    A 66-year-old woman facing hate crime charges has been granted bail after she allegedly tried to snatch a…
    #Australia #AU #Austrlia #baysidepark #Brisbane #commonassault #court #deborahleejackson #hatecrime #Hijab #Manly #WynnumMagistratesCourt
    europesays.com/australia/12962

  12. Jan Stanisław Sapieha, born OTD in 1589, was a Polish-Lithuanian noble, starost of Słonim, Court Marshal of from 1617, and Great Lithuanian Marshal from 1621 cromwell-intl.com/travel/lithu

  13. Brazilian President Luiz Inacio Lula da Silva won an unprecedented fourth term on Sunday, the country's electoral court said, in a shock result that defied polls, precedent and global anti-incumbent sentiment. japantimes.co.jp/news/2026/10/ #worldnews #politics #brazil #luizinacioluladasilva #flaviobolsonaro #jairbolsonaro #southamerica

  14. Jan Stanisław Sapieha, born OTD in 1589, was starost of Słonim, Court Marshal of from 1617, and Great Lithuanian Marshal from 1621 cromwell-intl.com/travel/lithu

  15. Censys’ PHP2Shell tracker reports 32.4M PHP services still running affected versions tied to CVE-2026-109618 and CVE-2026-109619; 9.78M have moved to fixed releases. Version-based counts are estimates, not proof of exploitability. 🔎 php2shell.censys.com/

    Patch your sh!t ffs…

  16. Rolling hills of grass in the sunshine on the island, just beyond the backyard of the apartment.
    🎮 Crescent County

    Indie Sunday

  17. ‘Olive farming can cut $4b oil import bill’

    FAISALABAD: Experts have called for expanding olive cultivation in Pakistan to reduce the country’s edible oil import bill, improve food and nutritional security and develop a high-value export industry. Despite being an agrarian coun…
    #dining #cooking #diet #food #mediterranean #MediterraneanDiet #MediterraneanFood #MediterraneanOliveOil #OliveOil #Mediterranean #Olive
    diningandcooking.com/2871694/o

  18. using ai for reverse engineering the tv brand most known for surveillance kind of doesn't impress me. you didn't do it yourself and you re-found things not just already known but literally confirmed under oath in court lol

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