AI pulse last 7 days
Daily AI pulse from YouTube, blogs, Reddit, HN. Ruthlessly filtered.
Sources (41)▶
- criticalAndrej Karpathy
Były dyrektor AI w Tesli, OpenAI cofounder. Każde video to gold.
- criticalAnthropic
Oficjalny kanał Anthropic. Każdy release Claude'a.
- criticalComfyUI Blog
Release log dla integracji ComfyUI — Luma Uni-1, GPT Image 2, ACE-Step music gen, Seedance. Pokrywa video+image+music+workflow.
- criticalOpenAI Blog
Oficjalny blog OpenAI. Wszystkie release.
- criticalSimon Willison's Weblog
Najlepszy 'thinker' AI. Codzienne posty, deep insights, niska hype rate.
- highAI Explained
Głęboka analiza papers i benchmarków, niska hype rate.
- highAI Jason
Praktyczne tutoriale Claude Code, MCP, workflow vibe codingu.
- highBen's Bites
Daily AI digest, creator-friendly tone. Codex, model releases, agentic AI.
- highCole Medin
Vibe coding + agentic workflows + Claude Code MCP integrations.
- highFal AI Blog
Fal hostuje większość nowych AI image/video modeli — ich blog to wczesne sygnały premier.
- highHN: 3D & Gaussian Splatting
HN signal dla 3D generative — Gaussian Splatting, NeRF, image-to-3D. Próg 20 bo niszowa kategoria (top historic 182pts).
- highHN: AI agents / MCP
HN posty o agentach, MCP, vibe codingu z min 100 pkt.
- highHN: Claude / Anthropic
HN posty z 'Claude' lub 'Anthropic' z min 100 pkt.
- highHugging Face Blog
Releases dla image, video, audio, 3D modeli. Część tech-heavy — Gemini relevance odfiltruje noise. Downgraded z critical: za duży volume na 'must-read' status.
- highIndyDevDan
Claude Code power user, prompty, hooki.
- highInterconnects (Nathan Lambert)
AI policy + research analysis. Niska hype rate, opinionated.
- highLatent Space
Podcast + blog Swyx — wywiady z founderami i deep dives engineeringowe.
- highMatt Wolfe
Comprehensive AI tools weekly digest. ~700K subs.
- highMatthew Berman
AI news, model release reviews, agent demos. Wysoki output.
- highr/aivideo
Community AI video — Sora, Veo, Runway, Kling, LTX. Co naprawdę zaskakuje twórców.
- highr/ClaudeAI
Społeczność Claude'a — power users, tipy, problemy.
- highr/LocalLLaMA
Open-source LLMs, lokalne uruchamianie, benchmarks bez hype.
- highr/StableDiffusion
Największa community open-source image gen (700k+ users). Premiery modeli, LoRA, ComfyUI workflows.
- highRiley Brown
Vibe coding, AI builder workflows, Cursor + Claude tutorials.
- highThe Decoder
Niemiecki AI news outlet po angielsku, dobre breaking news.
- highTheo - t3.gg
TypeScript + AI dev workflows. Hot takes, narrative-driven.
- highYannic Kilcher
Paper reviews i deep dives w research AI.
- lowAI Weirdness
Janelle Shane — playful AI experiments, image gen quirks. Niski volume, unikalna perspektywa.
- mediumbycloud
AI papers digestible — między 2MP a Yannic Kilcher.
- mediumCreative Bloq
Design industry — gdzie AI ingeruje w klasyczne dyscypliny graficzne.
- mediumFireship
100-sec format, often AI/LLM + tech news.
- mediumfxguide
VFX i film industry — coraz więcej AI w pipeline. Profesjonalna perspektywa.
- mediumGreg Isenberg
Solo founder vibe — buduje produkty z AI, podcasty z indie hackers.
- mediumr/ChatGPTCoding
Vibe coding tipy, IDE setupy, prompty. Mix wszystkich modeli.
- mediumr/comfyui
ComfyUI workflows — custom nodes, JSON workflows, optymalizacje.
- mediumr/midjourney
Midjourney community — premiery v7+, style references, prompt patterns.
- mediumr/runwayml
Runway-specific community — premiery features, prompt patterns, comparisons z konkurencją.
- mediumr/SunoAI
Suno music gen community — nowe wersje modelu, lyric prompting techniques. Audio AI ma slaby RSS ecosystem.
- mediumTina Huang
AI workflows for data science, practical applications.
- mediumTwo Minute Papers
Krótkie streszczenia papers AI, świetne dla szybkiego scan'a.
- mediumWes Roth
AI news z bardziej clickbaitowym tonem — filtr Gemini odsiewa hype.
the part of using claude code nobody talks about
AI tools like Claude Code offer 'rented understanding': you ship fast but lose the deep knowledge required to maintain the code later.
The author reflects on the hidden cost of using Claude Code: the erosion of deep code ownership. While features are shipped in record time, the lack of cognitive resistance during the writing process means the developer doesn't truly internalize how the code works. This leads to a 'rented understanding' that evaporates shortly after the task is finished, making future debugging or refactoring difficult. The post warns that while demos focus on the speed of the 'green diff,' they ignore the long-term mental debt of living in a codebase you didn't mentally construct. Ultimately, the developer feels like a tenant in a house they didn't build, where someone else chose the wallpaper.
r/ClaudeAI·opinion·05/07/2026, 07:17 AM·/u/Consistent-Arm-875the part nobody warns you about
AI lets you build prototypes at lightning speed, but the resulting technical debt and messy architecture can lead to weeks of painful debugging.
A developer shares a cautionary tale about the hidden costs of rapid AI-assisted development. While the initial prototype was built in just three days, the author spent the following two weeks trapped in a debugging hell caused by AI-generated technical debt. The post highlights issues like 800-line functions, poor naming conventions, and inconsistent state management that agents often introduce. It serves as a reminder that while AI can generate code quickly, the lack of architectural oversight leads to a codebase that feels like inheriting a house from someone who hated you. The author warns that the honeymoon phase of vibe coding is often followed by a grueling, repetitive maintenance phase that is rarely discussed.
r/ClaudeAI·opinion·05/07/2026, 01:05 AM·/u/aerofotoThree browser games built with Claude (25M plays). Two of them are 8,000-line HTML files.
You can build a viral, revenue-generating web business with zero prior coding experience by using Claude/Cursor, provided you focus on shipping and iteration.
A non-developer shared a case study of building three viral browser games (dialed.gg) using Claude and Cursor, reaching 25 million total plays and 200,000 daily active users. The first two games were massive 8,000-line single HTML files, proving that functional, complex apps can be built without following traditional software architecture. The project now generates low five-figure monthly revenue from ads, with operational costs around $3,500/month for AI and hosting. A key lesson is that Claude will not proactively refactor code; the user eventually had to migrate to Next.js and TypeScript to scale. This case study highlights the power of 'vibe coding' for rapid prototyping and monetization.
r/ClaudeAI·creative_work·05/07/2026, 12:09 AM·/u/gteehan
Google's Design.md is a design team in a file
Use .md files to store your design system's DNA (typography, colors, motion) and attach them to AI agent prompts to ensure consistent, high-end aesthetics across your entire app.
Greg Isenberg and designer Meng To discuss 'design.md,' a workflow that uses structured Markdown files to define a project's visual DNA for AI agents. By providing specific instructions on typography, spacing, and motion in an .md file, builders can prevent 'design drift'—the tendency for AI-generated UI to become generic after the initial prompt. The method allows non-designers to maintain consistency across different platforms like Lovable, Cursor, and v0. Meng To emphasizes that while 'vibe-coding' is popular, professional results require a 'design memory' that the AI can reference. This approach bridges the gap between high-level creative vision and the technical execution of AI-assisted development.
Greg Isenberg·tooling·05/06/2026, 07:13 PM·Greg Isenberg▶Watch here
Vibe coding and agentic engineering are getting closer than I'd like
As AI agents become more reliable, the focus of software quality is shifting from 'clean code' to 'proven real-world usage' and human-led architectural oversight.
Simon Willison explores the blurring lines between 'vibe coding' (non-expert, result-oriented) and 'agentic engineering' (professional, process-oriented). He admits that as tools like Claude Code improve, even experienced engineers are tempted to skip line-by-line reviews, treating agents as 'black box' internal teams. This shift challenges traditional software evaluation; since AI can generate perfect-looking READMEs and tests in minutes, real-world usage becomes the only true metric of quality. Willison also notes that while productivity has jumped from 200 to 2,000 lines a day, the inherent complexity of software remains a barrier that still requires human expertise to navigate safely.
Simon Willison's Weblog·opinion·05/06/2026, 02:24 PM
This experimental open-source AI turns prompts into playable Marvel, Star Wars and Harry Potter games
New open-source experimental AI turns text prompts into interactive, playable game environments, enabling instant 'vibe coding' for game prototypes.
This experimental open-source AI model allows users to generate playable, interactive game environments using simple text prompts. By training on vast amounts of gameplay footage, the system can simulate the visual styles and basic physics of iconic franchises like Star Wars and Marvel. Unlike traditional video generation, this tool focuses on real-time interactivity, enabling a form of 'vibe coding' for game design where the engine interprets intent rather than rigid code. While currently limited to basic movement and environmental interaction, it represents a significant step toward generative world models. The project highlights the potential for non-developers to prototype complex 3D spaces instantly.
Creative Bloq·model_release·05/06/2026, 08:00 AM· joe.foley@futurenet.com (Joe Foley)
AI Agents run my business and life
Andrew Wilkinson demonstrates how to use OpenClaw and Harbor to build and run a $20k solo business with autonomous agents for support and marketing.
Andrew Wilkinson shares his workflow for 'vibe coding' a personality testing startup, Deep Personality, using AI agents. He details his stack, specifically OpenClaw and a GUI harness called Harbor, which allows him to manage agents for development, support, and marketing. While the business has generated $20k in revenue, Wilkinson admits to a 'productivity treadmill' where 50% of his time is spent debugging agent behavior. He highlights how agents now handle P0 security issues and multivariate ad testing on Meta and Reddit autonomously. The discussion moves toward the future of 'CEO models' and the current limitations of context windows in running fully autonomous companies.
Greg Isenberg·tooling·05/04/2026, 07:40 PM·Greg Isenberg▶Watch here

Codex Replaced Claude for Me… Here’s Why
OpenAI's Codex is winning the 'super app' race by unifying coding and knowledge work into one tool, while Anthropic's ecosystem suffers from fragmentation.
The video explores the 2026 AI landscape where OpenAI’s Codex is challenging Anthropic’s dominance by offering a unified 'super app' experience. While Anthropic led early 2026 with rapid feature releases, its ecosystem became fragmented across separate tools like Claude Code and Co-work, creating friction for users. OpenAI pivoted by merging its efforts into Codex, which excels at both 'vibe coding' and general knowledge work through a single, intuitive GUI. The discussion highlights a major shift: a great coding model is now recognized as the best general-purpose model for all knowledge work. Additionally, the 'OpenClaw' craze has caused a global Mac Mini shortage, signaling a massive move toward running local AI agents.
Riley Brown·tooling·05/02/2026, 08:35 PM·Riley Brown▶Watch here
Relevance auto-scored by LLM (0–10). List shows top 30 from the last 7 days.