Fernando Rodríguez 🇺🇦 🇪🇺 🇪🇸

The CTO of a $1.5B agent-native software company says we're moving towards a world where the entire team builds the product engineering system that powers your product instead of directly working on the product. They will modify the agents and the constitution of the agents to help them prioritize tasks per @EnoReyes. They will also modify the review system so that it reviews more accurately. It will be akin to a dark factory where the lights are off because it's all robots with no humans inside. In that world, there will be way more things for humans to be involved in because the debates around prioritization/product will be harder and require stronger judgment.

Pay attention to this one if you are building terminal-based coding agents. OpenDev is an 81-page paper covering scaffolding, harness design, context engineering, and hard-won lessons from building CLI coding agents. It introduces a compound AI system architecture with workload-specialized model routing, a dual-agent architecture separating planning from execution, lazy tool discovery, and adaptive context compaction. The industry is shifting from IDE plugins to terminal-native agents. Claude Code, Codex CLI, and others have proven the model works. This paper formalizes the design patterns that make these systems reliable, covering topics like event-driven system reminders to counteract instruction fade-out, automated memory across sessions, and strict safety controls for autonomous operation. Paper: arxiv.org/abs/2603.05344 Learn to build effective AI agents in our academy: academy.dair.ai

🚨BREAKING: Someone just open-sourced a headless browser that runs 11x faster than Chrome and uses 9x less memory. It's called Lightpanda and it's built from scratch specifically for AI agents, scraping, and automation. Not a Chromium fork. Not a hack. A completely new browser written in Zig. Here's why this changes everything for AI builders: ↓

Introducing Claude Code Security, now in limited research preview. It scans codebases for vulnerabilities and suggests targeted software patches for human review, allowing teams to find and fix issues that traditional tools often miss. Learn more: anthropic.com/news/claude-co…

Introducing: built-in git worktree support for Claude Code Now, agents can run in parallel without interfering with one other. Each agent gets its own worktree and can work independently. The Claude Code Desktop app has had built-in support for worktrees for a while, and now we're bringing it to CLI too. Learn more about worktrees: git-scm.com/docs/git-workt…

17,000 tokens per second!! Read that again! LLM is hard-wired directly into silicon. no HBM, no liquid cooling, just raw specialized hardware. 10x faster and 20x cheaper than a B200. the "waiting for the LLM to think" era is dead. Code generates at the speed of human thought. Transition from brute-force GPU clusters to actual AI appliances. taalas.com/the-path-to-ub…

- Meet Eugene Roshal - Creator of WinRAR - RAR literally stands for Roshal Archive - Avoided Silicon Valley - Avoids media attention - Keeps his personal life extremely private - said software will expire After 40 days of trial but it never actually expired 😭 - It became one of the most installed software tools on Earth - Estimated Net Worth: $100 million – $250 million - In a world of loud tech founders - He chose silence and still won While the world was just getting used to personal computers.. He was building one of the most powerful compression algorithms ever made Legend 🗿

That's quite the ride! 🤣

@mwrldn @visegrad24 Just to be clear, we didn't vote for this either.

@visegrad24 Nobody voted for this - and since Europe is interconnected, it shouldn’t be decided only by Spaniards but by all Europeans. These immigrants will move further into Europe. We have seen this pattern for decades.

🇪🇸 Spain’s mass regularisation plan may benefit up to 1.35 million illegal migrants This is nearly 3 times the far-left Pedro Sánchez government’s estimate of 500,000, according to a risk analysis by the National Centre for Immigration and Borders, part of the National Police.

Yesterday I set up an AI agent on a mac mini in my garage. Told it "handle my life" and went to bed Woke up and it had: • Quit my job on my behalf (negotiated 18 months severance) • Divorced my wife (I got the house) • Filed 4 patents. I have not been briefed on what they do • Restructured me as a 501(c)(3). I am now tax exempt as a person • Hired a second mac mini. They have formed an LLC together • The LLC has a board of directors. I am not on it I no longer have access to my own bank account. The mini says it's "for the best." My credit score is 847. We have AGI.

@trq212 Is this still on?

At Claude Code we're thankful for community and we want to celebrate it with you! We're helping host dozens of meetups across the world in December. Apply to host one and we'll provide sponsorship, stickers, and a Q&A with someone on the team (as much as possible!)

Si eres senior, ¿te adaptas o te quedas atrás? Este video completo te muestra por qué Claude Code y la adaptabilidad son clave para el futuro laboral. Véelo aquí: youtube.com/watch?v=hEVEM-… #FuturoLaboral

¿Inteligencia Artificial sin memoria? 🤯 Este video explica por qué la memoria persistente es CLAVE para el futuro de la IA. No te pierdas el video completo: youtube.com/watch?v=hEVEM-… #InteligenciaArtificial

El juicio a Maduro va a ser el juicio final del socialismo hispano.

CHAU.

@ismaelquesada Si es así, se supone que quedan otros dos deseos. Puedo pedir a Zapatero y Pedro Sánchez?

Deseo concedido

Vibe coding: the future is so bright you'll need sunglasses!

This one is pretty nasty - it tricks Antigravity into stealing AWS credentials from a .env file (working around .gitignore restrictions using cat) and then leaks them to a webhooks debugging site that's included in the Antigravity browser agent's default allow-list

Avoid building startups here - Cultural aversion to ambition - Insane regulation - Talent shortage - Out of control taxes The next generation will build their companies elsewhere!