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Ben Good

@benjaminhgood.bsky.social
1K followers 375 following 49 posts

Assistant Professor of Applied Physics @Stanford. Theoretical biophysics, evolutionary dynamics & microbial evolution. bgoodlab.github.io

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Reposted by Ben Good
Matt Olm @mattolm.bsky.social · 07/10/2026
My final postdoc project is out today in Nature! We show microbes co-migrated with humans out of Africa; three independent methods agree, and timing matches archaeological / genetic evidence (Fig. 4c). Seeing Fig. 4c for 1st time was one of my most memorable "eureka" moments! doi.org/10.1038/s415...
doi.org
Prehistoric global migration of vanishing gut microbes with humans - Nature
Microbial species disappearing from industrialized populations have evolved with humans over millennia and migrated worldwide with them—this may have consequences for human health.
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Jeremy Van Cleve @vancleve.theoretical.bio · 29/09/2026
My group is recruiting a Ph.D student for Fall 2027! We're a friendly group of mathematically-minded and computationally-inspired biologists studying topics including social evolution, host-pathogen interactions, genetics, and demography. See vancleve.theoretical.bio for more info!
vancleve.theoretical.bio
van cleve research group
Van Cleve Research Group – theoretical evolution & ecology at the University of Kentucky
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Molly Przeworski @mollyprz.bsky.social · 16/09/2026
Work by Matin Saeidi and @will-milligan.bsky.social modeling mutator allele dynamics in humans, and asking what types of mutators we should expect to find by surveying offspring in trios.
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Maitreya Dunham @maitreya.bsky.social · 24/09/2026
Exciting news: @uwgenome.bsky.social will be hiring for two tenure-track faculty positions this year, one open rank and one assistant professor. Both are “Genome Sciences” interpreted broadly so we welcome applicants working in a variety of fields and methods. Ad will be out shortly.
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Sasha (Alexandra) Khristich @khristich.bsky.social · 22/09/2026
I’m excited to share our preprint with @oliviamghosh.bsky.social, where we explore what it takes to ‘win’ in long-term evolutionary competition: www.biorxiv.org/content/10.1...
biorxiv.org
Adaptive evolution can overwrite initial natural fitness variation only in highest-fitness yeast isolates
The fitness of an organism determines its likelihood of succeeding in short-term competition, but many other factors can influence its long-term success. In this study, we investigate the relative con...
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Olivia Ghosh @oliviamghosh.bsky.social · 22/09/2026
I’m super excited that this work is out! It was so fun working with Sasha on this, and all our collaborators! we’d love to hear any/all thoughts!
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Sara Mitri @saramitri.bsky.social · 22/09/2026
Check out @sulheim.bsky.social's paper! The latest from our lab showing that some species do actually coexist robustly, no matter what or how much you feed them, whether the environment around them is constant, and whether or not they depend on each other metabolically for amino acids and vitamins.
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Eduardo Rocha @epcrocha.bsky.social · 22/09/2026
Fun collaboration with the Van Melderen lab, led by Ludovic Belot on the acquisition and erosion of toxin-antitoxin systems in bacterial chromosomes. academic.oup.com/mbe/article/...
academic.oup.com
Acquisition and erosion of toxin-antitoxin systems in bacterial chromosomes
Abstract. Toxin-antitoxin systems (TAs) are widespread in bacterial genomes. Yet, their integration, persistence, and impact in chromosome dynamics remain
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Moi Expósito-Alonso (MOILAB) @mexpositoalonso.bsky.social · 21/09/2026
📣 We are looking for a PhD student in 2027! Interested in studying rapid evolutionary dynamics of species in changing climates? Apply to the MOI LAB by Nov 19! Flyer below & tinyurl.com/flyerphdmoilab @ucberkeleyofficial.bsky.social @innovativegenomics.bsky.social @hhmi-science.bsky.social
tinyurl.com
2027_PhD_RapidEvolutionGenomicsEcology-MoiLab_Berkeley-HHMI
PhD positions: Rapid evolutionary genomics in plants Moi Exposito-Alonso Lab — www.moilab.science Assistant Professor, Freeman Hrabowski Scholar HHMI · Department of Integrative Biology · Innovative G...
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Vaughn Cooper @vscooper.micropopbio.org · 20/09/2026
Now published from a fun collaboration, please see 🧵 academic.oup.com/ismecommun/a...
academic.oup.com
Mixed-species interactions constrain diversification and shape biofilm evolution
Abstract. Experimental evolution provides a powerful framework for dissecting how ecological interactions shape adaptive trajectories. Here, we evolved Kle
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Molly Przeworski @mollyprz.bsky.social · 11/09/2026
Job opportunity at Columbia U., in "any combination of field, experimental, computational, or theoretical approaches to study fundamental questions in evolutionary biology".
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Graham Coop @gcbias.bsky.social · 10/09/2026
I’m looking to hire an NIH funded postdoc to join our lab here at Davis (please RT). Ongoing areas of interest include: 1) polygenic signals of selection from time series, ARGs, GWAS, etc 2) The interpretation of GWAS, polygenic scores, & sources of confounding
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Yun S. Song @yun-s-song.bsky.social · 09/09/2026
We are thrilled to share that our GPN-Star manuscript is now published and freely available: doi.org/10.1038/s415... (1/n)
doi.org
Predicting genome-wide functional constraints with GPN-Star - Nature
GPN-Star, a genomic language model with a phylogeny-aware architecture for whole-genome alignment data, is shown to be a scalable and flexible tool for genetic variant effect prediction across species...
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Harmit Singh Malik @harmitmalik.bsky.social · 10/09/2026
Reposting this ongoing search (any discipline of biology) for an Assistant to Associate level colleague in the Division of Basic Sciences at Fred Hutch. Great city, great colleagues, great core facilities, great trainees.
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wbialek.bsky.social @wbialek.bsky.social · 09/09/2026
We have been fortunate to have our community enriched by a remarkable stream of Fellows, both theorists and experimentalists. This is our annual effort at renewal. Please apply if it looks like a good fit!!
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Tami Lieberman @contaminatedsci.bsky.social · 08/09/2026
Two announcements regarding AccuSNV, which calls high precision SNVs across microbial genomes: Version 1.1 is now incredibly easy to install, run, and perform downstream analyses with (see image of typical output!). The manuscript was also published this summer in Genome Research! Links next...
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Alvaro Sanchez @asanchezlab.bsky.social · 21/08/2026
New preprint from the lab: The Latent Simplicity of Microbial Ecological Interactions www.biorxiv.org/content/10.6... We're excited about this one. We find that high-order microbial interactions often obey simple linear laws, making microbial communities far more predictable than one might expect.
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Jeff Spence @jeffspence.github.io · 17/08/2026
Really excited for @yundeng.bsky.social's nice work to come out. As Yun details in his thread 👇, we wanted to develop a "recipe" for getting time-stratified versions of population genetics statistics from ARGs. We end up with interpretable, time-specific versions of the GRM and various f-stats. 🧬🧪
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Jeffrey Ross-Ibarra @jrossibarra.bsky.social · 17/08/2026
Applications open today! Review starts Oct. 17th. Come join @rachaelabay.bsky.social @katelaskowski.bsky.social @gcbiphobia.bsky.social @croneliz.bsky.social @phylogenomics.bsky.social @dranyabrown.bsky.social @sebastianschreiber.bsky.social @robindecker.bsky.social & more here in EVE at UC Davis!
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Yun Deng @yundeng.bsky.social · 15/08/2026
The first manuscript from my postdoc is out (doi.org/10.64898/202...)! We introduce 𝐭𝐢𝐦𝐞-𝐬𝐭𝐫𝐚𝐭𝐢𝐟𝐢𝐞𝐝 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 for studying population structure change over time, with the temporal resolution of Ancestral Recombination Graphs (ARGs). Joint with @jkpritch.bsky.social and @jeffspence.github.io. 1/n
google.com
Coalescent-Based Time-Stratified Statistics Reveal Population Structure Dynamics using the Ancestral Recombination Graph
Many questions in population genetics are concerned with reconstructing evolutionary history through time, such as inferring how population structure has changed throughout the past. Yet, many existing approaches have only an implicit temporal component, using quantities such as allele frequency or haplotype length as rough proxies for age. Recent advances in the inference of Ancestral Recombination Graphs (ARGs) have made it possible to estimate the entire sequence of local genealogies along the genome. These genealogies explicitly encode how samples are related to each other at different time points in the past, enabling the inference of how population structure has changed over time. To this end, recent work has used ARGs to define time-stratified versions of widely-used population genetics summary statistics in an attempt to capture the population structure present within a particular time window. Here, we show that naive approaches result in statistics that cannot be interpreted solely in terms of the population structure present within the time window they are targeting. To address this problem, we introduce a framework of coalescent-based time-stratified statistics, which use coalescence probabilities to partition classical summary statistics into interval-specific contributions. Using coalescent simulations, we demonstrate that these statistics accurately isolate population structure at different temporal depths and avoid spurious signals. Our results highlight the necessity of integrating coalescent theory into ARG-based temporal analyses and provide a principled and practical foundation for studying the dynamics of population structure through time. ### Competing Interest Statement The authors have declared no competing interest. National Human Genome Research Institute, https://ror.org/00baak391, R01HG014005
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Paul Rainey @paulbrainey.bsky.social · 09/08/2026
Ever wondered how new evolutionary individuals arise? Wanted to engineer communities so the parts integrate to form a new whole? Or impose conditions that cause simple chemistries to become Darwinian? New MS shows how. Psst… don’t tell AI www.biorxiv.org/content/10.6...
biorxiv.org
Forging an evolutionary individual from separate replicators
A central puzzle in the evolution of individuality is the origin of heredity. Egalitarian transitions integrate formerly independent replicators into a higher-level individual, but this requires the c...
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Dmitry Sutormin @monochamussutor.bsky.social · 03/08/2026
🚀 Thrilled to share our first metaSPLiT preprint from @annabiosys.bsky.social's lab in collaboration with @gibbological.bsky.social! Explore hidden bacterial phenotypic heterogeneity in the human gut microbiome and discover the concept of "physiological guilds": www.biorxiv.org/content/10.6...
biorxiv.org
Phenotypic heterogeneity in the human gut microbiome revealed by subspecies-resolution single-cell transcriptomics
Most of our knowledge about bacterial functional roles in microbiomes comes from bulk measurements. Yet microbial communities are complex ecosystems in which functionally distinct bacterial subpopulat...
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Maike Morrison @maikemorrison.bsky.social · 04/08/2026
Took my frustration with current OMB/OSTP proposals and turned it into an op-ed for my hometown newspaper! Here's my better-late-than-never contribution to the #McClintockLetters: herald-zeitung.com/opinion/morr...
herald-zeitung.com
MORRISON: Federal funding brought me from Canyon H.S. to cancer research – cuts threaten the next generation
Cuts to federal funding for American science are disrupting research, halting clinical trials, and imperiling the next generation of scientists. As a scientist and a proud graduate of Texas schools,
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Vaughn Cooper @vscooper.micropopbio.org · 26/07/2026
In 2014, Jason Rosch and I met at a GRC in Tuscany and sketched an idea on a cocktail napkin: what if we evolved S.pneumo in mice, treated them with antibiotics, varied their immune systems and watched what won? 11 years and a huge team effort later, it's out in @cp-cellhostmicrobe.bsky.social 🧵
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Glen Dsouza @nonresidentdesi.bsky.social · 12/07/2026
Excited to share that I've been awarded a 5-year NIH MIRA (R35) from the National Institute of General Medical Sciences! The lab is growing! We're recruiting postdocs and research techs interested in microbial ecology, quantitative microscopy, microfluidics, and molecular biology. Please share!
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Kayla King, Ph.D. @kayla-king.bsky.social · 24/06/2026
Evolutionary rescue in a phage community! New paper from former PhD student, Sam Greenrod, with brilliant colleague @craigmaclean.bsky.social : academic.oup.com/ismej/advanc...
academic.oup.com
Rapid adaptation accelerates competitive suppression in a parasite community
Abstract. Environmental stress leads to changes in community composition by altering competitive hierarchies and pushing taxa towards extinction. Parasites
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Leonora Bittleston @leonorabit.bsky.social · 16/06/2026
Can we use ecological principles to increase coexistence in synthetic bacterial communities? Our new paper is now out in @isme-microbes.bsky.social: "Environmental complexity shapes maintenance of bacterial diversity through context-dependent interactions among niche axes" doi.org/10.1093/isme...
academic.oup.com
Environmental complexity shapes maintenance of bacterial diversity through context-dependent interactions among niche axes
Abstract. Microbial communities are often more species-rich than predicted from classical ecological models. The high levels of coexistence observed in nat
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Trevor GrandPre @myphysicsjourney.bsky.social · 16/06/2026
I’m honored to be selected as one of Scientific American’s inaugural Young American Scientists, a recognition of 28 early-career researchers whose work is shaping the future of science. My interview is here: www.scientificamerican.com/article/trev...  #SciAmYoungScientists @sciam.bsky.social
scientificamerican.com
Trevor GrandPre
Building models to understand how self-organizing structures in cells lead to disease
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Chuliang Song @clsong.com · 16/06/2026
Spent the last two years developing a new Intro to Physics course for undergrad biology majors. It features tons of examples from biology (especially Ecology & Evolution!) and requires only middle school-level math. Lecture note here shorturl.at/0PiVp Any comments or feedback are highly welcome!
drive.google.com
physics_for_biologists.pdf
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Molly Przeworski @mollyprz.bsky.social · 09/06/2026
Now published: journals.plos.org/plosbiology/...
journals.plos.org
What sets the mutation rate of a cell type in an animal species?
Mutation rates per generation are strikingly similar across germlines of animals and across at least one somatic cell type, suggesting a key role for natural selection in shaping mutation rates. This ...
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Yun Deng @yundeng.bsky.social · 09/06/2026
#PEQG26 folks! I will be presenting my postdoc project with @jkpritch.bsky.social and @jeffspence.github.io about inferring population structure dynamics over time with tensor decomposition on ARG. The talk will be at the James Crow Talk session on Wednesday. Look forward to seeing everyone there!
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James McInerney @jomcinerney.bsky.social · 04/06/2026
in case you missed it: profmcinerney.substack.com/p/the-pangen... "The Pangenome Is Not A Parts List"
profmcinerney.substack.com
The Pangenome Is Not a Parts List
The pangenome is the total genetic repertoire of a group of organisms. It is a property of populations, maintained by evolutionary processes.
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Seth Shipman @seth-shipman.bsky.social · 02/06/2026
We're launching a major collaborative Center aimed at accelerating phage therapy @gladstoneinst.bsky.social. High-throughput experiments with engineered phages (my lab) and strains (Silas Lab), organoids (Ott Lab), and AI (Pollard Lab). gladstone.org/news/gladsto...
gladstone.org
Gladstone Launches Center for PhAIge Therapy to Harness AI in the Fight Against Drug-Resistant Infections
The center, funded by an NIH grant, will become one of three national centers dedicated to accelerating the development of phage therapy.
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isabelgordo.bsky.social @isabelgordo.bsky.social · 02/06/2026
Check out our newest pre-print about E. coli and phage evolution when the gut is on 🔥! It will only take 20 minutes to read the main text.
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Aaron Ragsdale @apragsdale.bsky.social · 30/05/2026
I’m looking to hire one or two postdocs - possible projects include pop gen theory, methods development, and human evolutionary inference. Please share, and email if you are interested. More info: evoldir.net/brian/evoldi...
evoldir.net
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Teppo Hiltunen @teppo-h.bsky.social · 28/05/2026
Evolution induced state shifts in a long-term microbial community experiment (now out, but previously posted here as a preprint) with Ville Mustonen, Lutz Becks @jcairns.bsky.social & others. Experiment continues @utu.fi and now 5+ years www.pnas.org/doi/10.1073/...
pnas.org
Evolution induced state shifts in a long-term microbial community experiment | PNAS
Biological communities are complex, dynamic systems that underpin ecosystem functionality, yet their long-term dynamics and predictability remain p...
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Katherine Xue @ksxue.bsky.social · 26/05/2026
Do you love amplicon sequencing? Do you want to sequence MORE amplicons, faster and at lower cost? Check out 💘CUPID-seq💘, a highly multiplexed library design that lets you sequence hundreds of amplicon samples (16S, 18S, and more!) on a single sequencing run! (1/n) 🧵 www.biorxiv.org/content/10.6...
The CUPID-seq logo, which consists of a heart formed from two strands of DNA that then combine to produce an arrow.
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
interestingly, the version of the model I was using seems to suggest that the absolute HGT rate, rather than the direct or indirect costs of the gene, could be the primary factor setting the capacity of the accessory genome.. probably too simplistic, but interesting alternative mechanism
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
In either case, not trying to imply that it contradicts what you wrote (since different models). But it does highlight the "coordination game" aspect that I find so puzzling about pangenomes, where the right gene has to make it to the right recipient at the right time for the benefits to pay off.
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
But the critical timescale depends rather sensitively on the HGT rate (or more specifically, how efficiently lineages reacquire genes in the good environments). Below this point, we lose stable maintenance and have to invoke external sources (but then need a mechanism for external maintenance..)
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
In particular, for sufficiently slow switching, you can get stable maintenance of a deleterious-on-average gene with only intra-population HGT (reminiscent of some of the work that @joannamasel.bsky.social cited above).
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
fwiw, I was playing around on the plane with a coupled model of the form you alluded to, but w/ more explicit metapop'n structure (which seemed more appropriate for the host-associated pop'ns I’m usually thinking about). The results were interesting (& somewhat different than the model above)...
bgoodlab.github.io
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Ben Good @benjaminhgood.bsky.social · 16/05/2026
Thanks! (& apologies for the slow reply during some travel) Was curious - do you have a favorite ref for those empirically calibrated transfer rates? I was trying to reverse engineer from work like this from @mmolari.bsky.social & co, but presumably much of those coming from intra-species transfers?
academic.oup.com
Quantifying the Evolutionary Dynamics of Structure and Content in Closely Related E. coli Genomes
Abstract. Bacterial genomes primarily diversify via gain, loss, and rearrangement of genetic material in their flexible accessory genome. Yet the dynamics
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Ben Good @benjaminhgood.bsky.social · 13/05/2026
I sometimes find it helpful to break h into the product of bare rec'n rate and source frequency, like in this mini-review (www.sciencedirect.com/science/arti...). Is that how you're thinking about h as well? (in that case would have expected values of h to be much lower, since p_ext very low?)
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Ben Good @benjaminhgood.bsky.social · 13/05/2026
Thanks! So if I understand correctly, h must exclude all other Ecoli then (since it’s the input to species-level frequency f)? If it helps, my question started from wondering what values of h are reasonable to think about (and whether it will depend on the gene freq in the source population).. (1/n)
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Mo lab @molabuw.bsky.social · 11/05/2026
Check out our lab's latest preprint: www.biorxiv.org/content/10.6...
biorxiv.org
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Ben Good @benjaminhgood.bsky.social · 12/05/2026
Are we thinking about f as the gene freq w/in the entire species (e.g. all E coli) or within some smaller focal population? (& if so how small should I be thinking?) Likewise, what is the source population that h is parameterizing? all other species? or the global E coli pop'n (if f is local freq)?
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Ben Good @benjaminhgood.bsky.social · 12/05/2026
Thought provoking preprint! Parallels to some recent work in the panimmunity space?(pubmed.ncbi.nlm.nih.gov/40748957/). Working through all the math details, was curious to get more insight about how I should be thinking about the “f” and “h” variables in your work...(1/2)
pubmed.ncbi.nlm.nih.gov
A minimal model of panimmunity maintenance by horizontal gene transfer in the ecological dynamics of bacteria and phages - PubMed
Bacteria and phages have been in an ongoing arms race for billions of years. To resist phages bacteria have evolved numerous defense systems, which nevertheless are still overcome by counterdefense me...
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Ben Good @benjaminhgood.bsky.social · 02/05/2026
Congrats!
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