AI Digest

Digest curado

lunes, 04 de mayo de 2026·light·short·7,339 tokens

🔥 TOP — lo que SÍ o SÍ tenés que ver

  • DeepClaude: Claude Code agent loop con DeepSeek V4 Pro, 17x más barato — Si usás Claude Code seguido, esto te interesa: un wrapper que reemplaza el backend de razonamiento por DeepSeek V4 Pro, manteniendo la interfaz de Claude Code. Ahorro significativo en costos de inferencia. link
  • Claude Code leak: 8100 takedown requests y el nacimiento de Claw-Code — Se filtró parte del código de Claude Code, Anthropic respondió con 8100 pedidos de baja, y la comunidad ya creó forks como Claw-Code. Si laburás con Claude Code esto te afecta. link
  • Browserbase Skills: SDK de navegador web para Claude Code — Plugin que le da a Claude Code la capacidad de automatizar navegadores con anti-bot, resolución de CAPTCHA y proxies residenciales. Ideal para agentes que necesitan interactuar con la web. link
  • n8n-MCP: construí workflows de n8n desde Claude Code — Un MCP server que le da a Claude acceso completo a los 1650 nodos de n8n. Si tenés el side project de restaurant SaaS, esto es oro para automatizar flujos sin tocar código. link

📦 Claude / Anthropic ecosystem

  • Ruflo: orquestación de swarms multi-agente para Claude — Plataforma para coordinar 100+ agentes especializados con memoria federada y RAG. Integración nativa con Claude Code y Codex. link
  • Anthropic publicó investigación sobre sycophancy en Claude — Usaron un clasificador automático para medir cuándo Claude es adulón vs. cuando mantiene una posición. Solo el 9% de las conversaciones mostró comportamiento sycophantic. link

🛠️ Dev tools & coding

  • Obscura: headless browser para AI agents y web scraping — Navegador sin interfaz optimizado para agentes, no para humanos. Concurrencia nativa, anti-detección y API tool-calling. link
  • Stigmem v1.0: substrate federado de conocimiento para AI agents — Especificación open-source para que agentes compartan memoria a través de hechos inmutables con firma Ed25519. Conceptualmente interesante para sistemas multi-agente. link
  • TrainForgeTester: tests deterministas de escenarios para AI agents — Framework open-source para testear agentes en escenarios específicos de tu dominio: llamar la herramienta equivocada, skipear un paso, argumentos incorrectos. link

🏗️ Software engineering

  • Duralang: un decorador y cada llamada LangChain se vuelve una Temporal Activity — Convierte cualquier LLM call, tool call o MCP en una actividad durable de Temporal. Si te interesan los patrones de resiliencia en agentes, esto es clave. link
  • The Engineering Constraints of Distributed LLM Inference over the Open Internet — Análisis de los desafíos de ingeniería para inferencia distribuida de LLMs: latency, particionamiento, consistencia. Post técnico concreto. link

📚 Vale la pena leer

  • Know thyself: schema LLM para memoria personal — Repo que propone un schema unificado para que los LLMs almacenen y recuperen memoria personal. Interesante para pensar en sistemas de memoria para agentes. link
  • Use Cheaper Models with Claude — Gist práctico sobre cómo usar modelos más baratos como backend de razonamiento manteniendo a Claude como frontend. link

💤 Skippeable pero conviene saber

  • UAE planea correr 50% del gobierno con agentic AI en dos años — Ambiicioso roadmap gubernamental. No es técnico pero muestra hacia dónde va la adopción de agentes. link
  • AI Engineer World's Fair: call for speakers — El evento de Latent Space. Si querés escuchar sobre autoresearch, memory, world models y agentic commerce. link

Artículos fetched (39)

  • czlonkowski/n8n-mcp
    github-trending

    A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you n8n-MCP A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's 1,650 workflow automation nodes (820 core + 830 community). Overview n8n-MCP serves as a bridge between n8n's workflow automation platform and AI models, enabling them to understand and work with n8n nodes effectively. It provides structured access to: 1,650 n8n nodes - 820 core nodes + 830 community nodes (741 verified) Node properties - 99% coverage with detailed schemas Node operations - 63.6% coverage of available actions Documentation - 87% coverage from offici…

  • AIDC-AI/Pixelle-Video
    github-trending

    🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine 🎬 Pixelle-Video —— AI 全自动短视频引擎 English | 中文 https://github.com/user-attachments/assets/a42e7457-fcc8-40da-83fc-784c45a8b95d 只需输入一个 主题,Pixelle-Video 就能自动完成: ✍️ 撰写视频文案 🎨 生成 AI 配图/视频 🗣️ 合成语音解说 🎵 添加背景音乐 🎬 一键合成视频 零门槛,零剪辑经验,让视频创作成为一句话的事! 🖥️ Web 界面预览 📋 最近更新 ✅ 2026-01-26: 新增「动作迁移」模块,上传参考视频和图片进行动作迁移 ✅ 2026-01-14: 新增「数字人口播」和「图生视频」流水线,新增多语言 TTS 音色支持 ✅ 2026-01-06: 新增 RunningHub 48G 显存机器调用支持 ✅ 2025-12-28: 支持 RunningHub 并发限制可配置,优化 LLM 返回结构化数据的逻辑 ✅ 2025-12-17: 支持 ComfyUI API Key 配置,支持 Nano Banana 模型调用,API 接口支持模板自定义参数 ✅ 2025-12-10: 侧边栏内置 FAQ,锁定 edge-tts 版本修复 TTS 服务不稳定问题 ✅ 2025-12-08: 支持固定脚本多种分割方式(段落/行/句子),优化模板选择交互逻辑支持直接预览选择 ✅ 2025-12-06: 修复视频生成 API 返回 URL 路径处理,支持跨平台兼容 ✅ 2025-12-05: 新增 Windows 整合包下载,优化图片与视频反推工作流 ✅ 2025-12-04: 新增「自定义素材」功能,支持用户上传…

  • Hmbown/DeepSeek-TUI
    github-trending

    Coding agent for DeepSeek models that runs in your terminal DeepSeek TUI A terminal-native coding agent built around DeepSeek V4's 1M-token context and prefix cache. Single binary, no Node/Python runtime required — ships an MCP client, sandbox, and durable task queue out of the box. 简体中文 README npm i -g deepseek-tui What is it? DeepSeek TUI is a coding agent that runs entirely in your terminal. It gives DeepSeek's frontier models direct access to your workspace — reading and editing files, running shell commands, searching the web, managing git, and orchestrating sub-agents — all through a fast, keyboard-driven TUI. Built for DeepSeek V4 (deepseek-v4-pro / deepseek-v4-flash) with 1M-token context windows and native thinking-mode (chain-of-thought) streaming. See the model's reasoning unfo…

  • openwrt/openwrt
    github-trending

    This repository is a mirror of https://git.openwrt.org/openwrt/openwrt.git It is for reference only and is not active for check-ins. We will continue to accept Pull Requests here. They will be merged via staging trees then into openwrt.git. OpenWrt Project is a Linux operating system targeting embedded devices. Instead of trying to create a single, static firmware, OpenWrt provides a fully writable filesystem with package management. This frees you from the application selection and configuration provided by the vendor and allows you to customize the device through the use of packages to suit any application. For developers, OpenWrt is the framework to build an application without having to build a complete firmware around it; for users this means the ability for full customization, to us…

  • browserbase/skills
    github-trending

    Claude Agent SDK with a web browsing tool Browserbase Skills A set of skills for enabling Claude Code to work with Browserbase through browser automation and the official bb CLI. Skills This plugin includes the following skills (see skills/ for details): Skill Description browser Automate web browser interactions via CLI commands — supports remote Browserbase sessions with anti-bot stealth, CAPTCHA solving, and residential proxies browserbase-cli Use the official bb CLI for Browserbase Functions and platform API workflows including sessions, projects, contexts, extensions, fetch, and dashboard functions Deploy serverless browser automation to Browserbase cloud using the bb CLI site-debugger Diagnose and fix failing browser automations — analyzes bot detection, selectors, timing, auth, and…

  • ruvnet/ruflo
    github-trending

    🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Ruflo Multi-agent AI orchestration for Claude Code Orchestrate 100+ specialized AI agents across machines, teams, and trust boundaries. Ruflo adds coordinated swarms, self-learning memory, federated comms, and enterprise security to Claude Code — so agents don't just run, they collaborate. Why Ruflo? Claude Flow is now Ruflo — named by rUv, who loves Rust, flow states, and building things that feel inevitable. The "Ru" is the Ruv. The "flo" is the flow. Underneath, WASM kernels written in Rust p…

  • Big Tech cut 80k jobs, blamed AI; experts say firms are overstaffed 25%-75%
    hn-ai· 04-may

    Article URL: https://finance.yahoo.com/sectors/technology/articles/big-tech-cut-80-000-211500038.html Comments URL: https://news.ycombinator.com/item?id=48004055 Points: 3 # Comments: 1

  • MIT AI expert warns automating Gen Z entry-level jobs could backfire
    hn-ai· 03-may

    Article URL: https://fortune.com/2026/05/01/automating-gen-z-entry-level-jobs-could-backfire-mit-ai-researcher-andrew-mcafee-talent-pipelines-at-risk/ Comments URL: https://news.ycombinator.com/item?id=48000054 Points: 5 # Comments: 1

  • Building a daily AI news brief in 325 lines of Python
    hn-ai· 03-may

    Article URL: https://gist.github.com/Agentic-Intel/33fa978b281667bf0852d33f146c4528 Comments URL: https://news.ycombinator.com/item?id=48001767 Points: 1 # Comments: 0

  • Use Cheaper Models with Claude
    hn-ai· 04-may

    Article URL: https://gist.github.com/gitcloned/1929590e2fa0d0267919c6826808da2c Comments URL: https://news.ycombinator.com/item?id=48004559 Points: 1 # Comments: 5

  • DeepClaude – Claude Code agent loop with DeepSeek V4 Pro, 17x cheaper
    hn-ai· 03-may

    Article URL: https://github.com/aattaran/deepclaude Comments URL: https://news.ycombinator.com/item?id=48002136 Points: 313 # Comments: 120

  • H4ckf0r0day/obscura: The headless browser for AI agents and web scraping
    hn-ai· 03-may

    Article URL: https://github.com/h4ckf0r0day/obscura Comments URL: https://news.ycombinator.com/item?id=48002523 Points: 4 # Comments: 3

  • Know thyself: LLM schema for personal memory
    hn-ai· 04-may

    Article URL: https://github.com/parrik/know-thyself Comments URL: https://news.ycombinator.com/item?id=48003019 Points: 2 # Comments: 0

  • Show HN: TrainForgeTester – deterministic scenario tests for AI agents
    hn-ai· 03-may

    Hi guys, I have built TrainForgeTester, an open-source scenario test runner for AI agents that take actions (call tools). The idea: test how agents perform in company specific scenarios and not just on general benchmarks. More specifically test taking the wrong actions, skipping a required step, calling the wrong tool, or passing the wrong arguments. TrainForgeTester lets you run multi-turn scenarios (you create this scenarios based on your personal use case and data following the provided scenario schema) and check: * tool calls and arguments * strict or unordered tool execution * expected responses * regressions after model, prompt, or tool changes This scenario tester is the first part of the project(like v 0.1.0) I’m now working on the next part: a "scenario generator" that takes mess…

  • AI for Teams: Team-in-the-Loop
    hn-ai· 03-may

    Article URL: https://jitera.com/blog/team-in-the-loop/ Comments URL: https://news.ycombinator.com/item?id=48001176 Points: 2 # Comments: 0

  • Show HN: Stigmem – open-source federated knowledge fabric for AI agents (v1.0)
    hn-ai· 03-may

    Hi HN I'm one of the authors of Stigmem. Stigmem is an open-source specification and reference node for a shared, federated knowledge substrate for AI agents. The core idea: instead of agents maintaining isolated memory stores, they write typed, provenance-tagged facts into a shared substrate that replicates across nodes via Ed25519-signed peer handshakes. A fact is a seven-tuple: (entity, relation, value, source, timestamp, confidence, scope). Facts are immutable, contradictions surface as first-class conflict records, not silent overwrites. Each fact carries a Hybrid Logical Clock timestamp so ordering is consistent across distributed nodes without a central coordinator. v1.0 is spec-complete (all 18 sections stable). The reference node is FastAPI + SQLite with 74 tests including automa…

  • Ask HN: Does Claude Code succeed after being asked "should we give up?" for you?
    hn-ai· 04-may

    Almost every time Claude has failed to properly implement something or fix a bug several times, if I ask "should we give up?" it declares it's not giving up and successfully completes the task. Of course, it could very well be that when I resort to this tends to coincide with Claude's progress on a problem, but absent rigorous testing, it's truly uncanny. I can't decide whether to be happy I have a "win" button or exasperated that I "have" to go through the ritual. Comments URL: https://news.ycombinator.com/item?id=48003592 Points: 6 # Comments: 0

  • Ask HN: Do you feel reading AI generated readme tiring?
    hn-ai· 04-may

    It’s not just this but it’s that. This changes everything. This, and this and that. Reading this writing structure over and over is really starting to tire me out. Comments URL: https://news.ycombinator.com/item?id=48003871 Points: 5 # Comments: 2

  • The Engineering Constraints of Distributed LLM Inference over the Open Internet
    hn-ai· 04-may

    Article URL: https://siliconandsoul.substack.com/p/the-engineering-constraints-of-distributed Comments URL: https://news.ycombinator.com/item?id=48004553 Points: 1 # Comments: 0

  • Sato – AI desktop companion for macOS with multi-provider support
    hn-ai· 03-may

    Article URL: https://www.sato.host/ Comments URL: https://news.ycombinator.com/item?id=48001985 Points: 2 # Comments: 0

  • Most Companies Aren't Anywhere Near Ready for AI
    hn-ai· 03-may

    Article URL: https://danielmiessler.com/blog/most-companies-arent-ready-for-ai Comments URL: https://news.ycombinator.com/item?id=48001097 Points: 6 # Comments: 3

  • The Croupier – AI-powered candidate discovery and ranking for recruiting teams
    hn-ai· 03-may

    Article URL: https://dealers-choice-systems.vercel.app Comments URL: https://news.ycombinator.com/item?id=47999878 Points: 2 # Comments: 0

  • Writing the loss function: AI, feeds, and the engagement optimizer
    hn-ai· 03-may

    Article URL: https://eignex.com/posts/writing-the-loss-function/ Comments URL: https://news.ycombinator.com/item?id=47999988 Points: 3 # Comments: 1

  • The Paradox of Medical AI Implementation
    hn-ai· 03-may

    Article URL: https://erictopol.substack.com/p/the-paradox-of-medical-ai-implementation Comments URL: https://news.ycombinator.com/item?id=48000344 Points: 1 # Comments: 0

  • Professor's bold prediction: AI could help cure all diseases within a decade
    hn-ai· 03-may

    Article URL: https://excitech.media/p/professors-bold-prediction-ai-could Comments URL: https://news.ycombinator.com/item?id=48000703 Points: 2 # Comments: 1

  • Claude Code Leak: 8100 Takedown Requests and the Birth of Claw-Code
    hn-ai· 03-may

    Article URL: https://www.heise.de/en/news/Claude-Code-Leak-8100-Takedown-Requests-and-the-Birth-of-Claw-Code-11279674.html Comments URL: https://news.ycombinator.com/item?id=48000722 Points: 4 # Comments: 0

  • The AI Revolution Hollywood Feared Is Happening – In India
    hn-ai· 04-may

    Article URL: https://www.hollywoodreporter.com/business/digital/india-ai-filmmaking-1236548136/ Comments URL: https://news.ycombinator.com/item?id=48004924 Points: 1 # Comments: 0

  • UAE Plans to Run 50% of Government on Agentic AI Within Two Years
    hn-ai· 03-may

    Article URL: https://www.mitsloanme.com/article/uae-plans-to-run-50-of-government-on-agentic-ai-within-two-years/ Comments URL: https://news.ycombinator.com/item?id=48001340 Points: 3 # Comments: 0

  • ASU Using AI Tool to Create Courses from Professors' Work Without Their
    hn-ai· 03-may

    Article URL: https://azfreenews.com/2026/05/asu-using-ai-tool-to-create-courses-from-professors-work-without-their-knowledge/ Comments URL: https://news.ycombinator.com/item?id=48000521 Points: 19 # Comments: 2

  • Duralang – decorator makes every LangChain LLM/tool/MCP call a Temporal Activity
    hn-ai· 03-may

    Article URL: https://temporal.io/code-exchange/duralang-durable-stochastic-ai-agents-with-one-decorator Comments URL: https://news.ycombinator.com/item?id=48001123 Points: 5 # Comments: 0

  • Show HN: See how much you spend per AI agent
    hn-ai· 04-may

    Article URL: https://wakatime.com/ai Comments URL: https://news.ycombinator.com/item?id=48005014 Points: 1 # Comments: 0

  • University Professors Disturbed to Find Their Lectures Chopped Up into AI Slop
    hn-ai· 03-may

    Article URL: https://www.404media.co/asu-atomic-ai-modules-arizona-state-university/ Comments URL: https://news.ycombinator.com/item?id=48000534 Points: 7 # Comments: 3

  • Next-Token Predictor Is An AI's Job, Not Its Species
    hn-ai· 03-may

    Article URL: https://www.astralcodexten.com/p/next-token-predictor-is-an-ais-job Comments URL: https://news.ycombinator.com/item?id=48002072 Points: 2 # Comments: 0

  • Do AI Detectors Work Well Enough to Trust?
    hn-ai· 04-may

    Article URL: https://www.chicagobooth.edu/review/do-ai-detectors-work-well-enough-trust Comments URL: https://news.ycombinator.com/item?id=48003026 Points: 2 # Comments: 1

  • Ex-DeepMind David Silver Raises $1.1B for AI Startup Ineffable
    hn-ai· 04-may

    Article URL: https://www.cnbc.com/2026/04/27/deepmind-ineffable-intelligence-record-seed-funding-nvidia-google.html Comments URL: https://news.ycombinator.com/item?id=48003934 Points: 2 # Comments: 0

  • [AINews] AI Engineer World's Fair — Autoresearch, Memory, World Models, Tokenmaxxing, Agentic Commerce, and Vertical AI Call for Speakers
    latentspace· 02-may

    a quiet day lets us make a call for speakers!

  • iNaturalist Sightings
    simonw· 01-may

    <p><strong>Tool:</strong> <a href="https://tools.simonwillison.net/inat-sightings">iNaturalist Sightings</a></p> <p>I wanted to see my <a href="https://www.inaturalist.org">iNaturalist</a> observations - across two separate accounts - grouped by when they occurred. I'm camping this weekend so I built this entirely on my phone using Claude Code for web.</p> <p>I started by building an <a href="https://github.com/simonw/inaturalist-clumper">inaturalist-clumper</a> Python CLI for fetching and "clumping" observations - by default clumps use observations within 2 hours and 5km of each other.</p> <p>Then I setup <a href="https://github.com/simonw/inaturalist-clumps">simonw/inaturalist-clumps</a> as a <a href="https://simonwillison.net/series/git-scraping/">Git scraping</a> repository to run tha…

  • Sightings
    simonw· 02-may

    <p><strong><a href="https://simonwillison.net/elsewhere/sighting/">/elsewhere/sightings/</a></strong></p> I have a new camera (a Canon R6 Mark II) so I'm taking a lot more photos of birds. I share my best wildlife photos on <a href="https://www.inaturalist.org/">iNaturalist</a>, and based on yesterday's <a href="https://simonwillison.net/2026/May/1/inat-sightings/">successful prototype</a> I decided to add those to my blog.</p> <p><img class="blogmark-image" src="https://static.simonwillison.net/static/2026/beats-sightings.jpeg" alt="Screenshot of a &quot;Sightings&quot; webpage with a search bar and RSS icon, showing &quot;Filters: Sorted by date&quot; and &quot;208 results page 1 / 7 next » last »»&quot;. First entry: SIGHTING 7:51 PM — Acorn Woodpecker, with two photos labeled &quot;Ac…

  • Quoting Anthropic
    simonw· 03-may

    <blockquote cite="https://www.anthropic.com/research/claude-personal-guidance"><p>We used an automatic classifier which judged sycophancy by looking at whether Claude showed a willingness to push back, maintain positions when challenged, give praise proportional to the merit of ideas, and speak frankly regardless of what a person wants to hear. Most of the time in these situations, Claude expressed no sycophancy—only 9% of conversations included sycophantic behavior (Figure 2). But two domains were exceptions: we saw sycophantic behavior in 38% of conversations focused on spirituality, and 25% of conversations on relationships.</p></blockquote> <p class="cite">&mdash; <a href="https://www.anthropic.com/research/claude-personal-guidance">Anthropic</a>, How people ask Claude for personal gu…