lorenzo

One thing to understand about the new Array type of Redis, and the support of ARGREP, is that you can store, in Redis keys, different markdown documents (skills) that are collectively used and updated by a multitude of remote agents.

🦀📦Crabbox 0.4.0. Often I need to quickly recreate conditions on macOS, Linux and Windows and need fast empheral machines. Crabbox are machines for agents on the fly, using AWS spot instances, Hetzner or @useblacksmith. Infinite codex + tests! crabbox.sh

software engineers before vs after agents

When you hit the gym in 2026 leaving your buddy continuing the work.

Jack Dorsey, co-founder of Twitter (now X) and Block, on why treating AI as a "copilot" is a losing strategy: @jack argues that most companies are approaching AI in a way that will make it nearly impossible for them to survive. "I think most of the industry is thinking about AI as like a co-pilot, as something that is augmented onto, rather than like how do you just rebuild our whole company with this as the core." His concern is that bolting AI onto existing structures produces companies that look indistinguishable from each other, and from the AI labs themselves. "If it doesn't make sense for your business to do that and you end up being or looking very similar or rhyming too closely with the frontier labs, then I think it's going to be very, very challenging to differentiate and survive." This thinking has been driving his decisions since early 2024, when these tools "really came to bear." That's when his team began building Goose, an agent coding harness, as part of a broader effort to rebuild around AI rather than layer it on top. The core insight? Speeding up old workflows with AI is a short-term gain every competitor will match. Real differentiation comes from rebuilding the company itself around intelligence.

this is exactly what tools like @denieddotdev was built for (behavioral auth) some agent behavior should be deterministically blocked by a separate policy layer, not via prompt instructions reach out to @p_valfre for help w this stuff

The web is disappearing 🕳️ According to a Pew Research Center report, 26% of pages from 2013-2023 are no longer accessible. But that’s not the whole story. In a new study published in Internet Archive's book, VANISHING CULTURE, data scientists working with the Wayback Machine have found: 16% have been restored through the Wayback Machine. 56% are preserved before they disappear. Preservation is the remedy for cultural loss. 📚 Read VANISHING CULTURE free from the Internet Archive 📖 Download & read: archive.org/details/vanish… 🛒 Purchase in print: betterworldbooks.com/product/detail… #VanishingCulture #DigitalMemory #InternetArchive #BookTwitter

Today, we’re open-sourcing the draft specification for DESIGN.md, so it can be used across any tool or platform. We’re also adding new capabilities. DESIGN.md lets you easily export and import your design rules from project to project. Instead of guessing intent, agents know exactly what a color is for and can even validate their choices against WCAG accessibility rules. Watch David East break down this shared visual language in action👇. New capabilities and links in 🧵

SpaceXAI and @cursor_ai are now working closely together to create the world’s best coding and knowledge work AI. The combination of Cursor’s leading product and distribution to expert software engineers with SpaceX’s million H100 equivalent Colossus training supercomputer will allow us to build the world’s most useful models. Cursor has also given SpaceX the right to acquire Cursor later this year for $60 billion or pay $10 billion for our work together.

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@dharmesh @garrytan 🙋🏻‍♂️

Totally with Garry here. I'm 58 and still building stuff at 2am. I was similarly obsessed when building for the early web in the 1990s. But this is way more fun.

Bacteria move around using a molecular machine called the flagellar motor that rotates faster than the flywheel of a race car engine and switches directions in an instant. After 50 yrs, scientists have finally figured out how it works. “My lifelong quest is now fulfilled.” Link⤵️

goose is all you need linkedin.com/pulse/stop-bui…

My to-do when Claude is down: Check the bill Fix my own brain Remember my memory Chat with the kid Find coworkers Read the never-read docs Rename final_v7_REAL_latest.py Update resume "survived AI downtime” Buy a horse to use the harness Teach a python the Python(who else?)

This Polish theoretical physicist just proved you can recreate all math functions from JUST one operation. E(a, b) = e^a - ln(b) Every single operation: +, -, x, / , trig, log, as you can see below. Extremely mathematically elegant.

@Cr1st14nM3s14n0 Ancora... Quello che mostri non è un disastro del modello, è un disastro del test. e rivela che non hai alcuna contezza della più grande rivoluzione della software engineering. Ti auguro di imparare a usare gli strumenti prima di insegnare agli altri a non usarli.

Per correttezza: ho fatto un test stamane per installare i moduli di kanban-view sullo stesso CRM con gemini pro: questo addirittura spaccia moduli di terze parti a pagamento come native e si inventa di sana-pianta fasi di installazione che portano solo sfaceli. [che disastro]

@trq212 Not usable on my macOS Disabled it yesterday.

Have you tried the new Claude Code renderer? What has your experience been like? If you haven't, you can enable it with: CLAUDE_CODE_NO_FLICKER=1 claude

@lforesti @nonmiscrivere8 @niulinx @gruppo_a2a A sputtanare un po’ di soldi ad minchiam.

E’ nata la risposta Europea sulla guida autonoma: @niulinx Dopo molti mesi di lavoro è iniziata la più difficile sfida professionale della mia vita. 38M€ per il primo round, @gruppo_a2a e il fondo AI di CDP Cassa Depositi e Prestiti come lead investors e con il contributo fondamentale di un parterre di investitori come: AFL (Famiglia Falck), @fsitaliane, @Pirelli , VC Partners SGR, MOST, Fondazione ICO Falck, @EmilioFrazzoli , Stefano Bernardi Niulinx è uno spinoff del @polimi dal gruppo di ricerca AIDA del Prof. @sergiosavaresi Il Team Io sono il CEO, Cristiano Bonetti il CTO e Gian Marco Felice il CFO e Presidente del Board. 12 Fondatori e oltre 60 tra PhD, Ingegneri elettronici, meccanici, nucleari, matematici, informatici e Fisici. L’età media delle persone che vi lavorano è 27 anni. Un comitato tecnico di assoluta eccellenza presieduto dal Prof. Sergio Savaresi Cosa fa Niulinx Niulinx sviluppa l’intero sistema tecnologico che rende possibile la guida autonoma: dalla percezione dell’ambiente alla pianificazione del percorso, dal controllo del veicolo alla gestione remota della flotta. I nostri obiettivi sono: 1-Omologare automobili a guida autonoma in Europa entro 3 anni per erogare un servizio su flotte condivise 2-Creare una istituzione Europea con massa critica di ingegneri capaci di sviluppare in Europa la tecnologia sulla guida autonoma in tutti i suoi casi d’uso rilevanti Perché ora, perché l’Europa Il mercato globale della guida autonoma vale oggi oltre 50 miliardi di dollari e si prevede superi i 300 miliardi entro il 2035. Mentre Stati Uniti e Cina hanno diversi players l’Europa non ha ancora un campione continentale. Niulinx nasce per colmare questo vuoto: non replicando il modello americano, ma costruendo un approccio industriale europeo – regulatory-first, capital-efficient, e progettato per scalare attraverso un modello di franchising con operatori locali. Una coalizione industriale senza precedenti La compagine degli investitori rappresenta una convergenza unica dell’industria italiana della mobilità, dell’energia e delle infrastrutture: A2A – primo investimento diretto di A2A Life Ventures, braccio di innovazione del Gruppo, nella strategia di Corporate Venture Capital per la mobilità autonoma e sostenibile. CDP Venture Capital – partecipa attraverso il Fondo Artificial Intelligence AFL, Ferrovie dello Stato Italiane, Pirelli, VC Partners SGR con il fondo VC Partners Fund I, MOST, Fondazione ICO Falck – completano il round con competenze nell’energia, nei materiali avanzati, nelle infrastrutture di trasporto, nel venture capital e nella ricerca sulla mobilità sostenibile. A questi si aggiungono Emilio Frazzoli (già CTO di nuTonomy/Motional, oggi Professore all’ETH di Zurigo) e Stefano Bernardi, investitori individuali di profilo internazionale. Siamo salpati, vediamo ora dove ci porterà la nostra determinazione e capacità mentre navighiamo in un mondo complesso

If you’re taking advice from 1x speed engineers I don’t know what to tell you Don’t believe the haters. Speed up with us.

1/ today we're releasing muse spark, the first model from MSL. nine months ago we rebuilt our ai stack from scratch. new infrastructure, new architecture, new data pipelines. muse spark is the result of that work, and now it powers meta ai. 🧵