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.
Clippy Reloaded - a really sarky useful Clipboard node with no click.
Automatically import your system clipboard into ComfyUI workflows every time you queue a prompt, eliminating manual pasting.
Clippy Reloaded is a custom node for ComfyUI designed to streamline the process of getting text into your workflows. Instead of manually pasting text into a node, this tool automatically pulls whatever is currently in your system clipboard the moment you queue a prompt. This is particularly useful for users who frequently copy prompts, descriptions, or parameters from external websites or LLM chats. The node eliminates repetitive clicking and pasting, acting as a dynamic input source. It is available as an open-source repository on GitHub for easy integration into existing ComfyUI setups.
r/StableDiffusion·tooling·05/07/2026, 12:11 AM·/u/shootthesound
New in Claude Managed Agents: dreaming, outcomes, multiagent orchestration, and webhooks.
Build smarter, self-improving agent workflows with new memory ('dreaming'), quality-check ('outcomes'), and multi-agent features on the Claude Platform.
Anthropic has introduced significant updates to Claude Managed Agents, focusing on long-term performance and reliability. The standout feature, 'Dreaming', allows agents to review past sessions and curate memories, reportedly increasing task completion rates by 6x in early tests. 'Outcomes' introduces a rubric-based grading system where a separate agent validates work and forces iterations until quality standards are met. Additionally, multiagent orchestration now supports parallel processing by delegating tasks to specialized sub-agents. These tools, along with new webhook support, move Claude closer to an autonomous, production-ready platform for complex business logic.
r/ClaudeAI·tooling·05/06/2026, 05:12 PM·/u/ClaudeOfficialHOT TAKE: local models + agent harnesses are now capable enough to hand off junior-level IT professional tasks to [human written]
Local models like Qwen3.6 combined with agent harnesses are now capable of autonomously handling complex, multi-step IT administration tasks previously reserved for humans.
An IT veteran with 30 years of experience reports that local LLMs have reached a tipping point for practical automation. Using Qwen3.6 27b within the Hermes Agent harness, the user successfully automated a series of junior-level tasks: system patching, Docker installation, and setting up multiple GitHub repositories with local model services. The agent completed in 90 minutes what typically takes a human three hours, demonstrating the ability to troubleshoot errors and request approvals autonomously. The post suggests a future where 'admin agents' are embedded in infrastructure, fundamentally changing the labor ratio in IT departments. This highlights the shift from simple chat interfaces to tenacious agentic loops that can execute real-world system commands.
r/LocalLLaMA·tooling·05/06/2026, 03:21 PM·/u/Porespellar
Google and Meta race to build personal AI agents as Anthropic and OpenAI pull further ahead
Google and Meta are pivoting from browser-based automation to deeply integrated personal agents (Remy and Hatch) to compete with OpenAI and Anthropic.
Google and Meta are intensifying their efforts to develop autonomous personal AI agents, codenamed "Remy" and "Hatch" respectively. This move is a strategic pivot to counter the early lead established by OpenAI and Anthropic in the agentic space. Notably, Google has reportedly halted its "Mariner" browser agent project to consolidate resources into these more integrated solutions. The industry trend is moving away from agents that simply control a web browser toward assistants embedded directly into core services like email, calendars, and e-commerce. These new agents aim to handle complex, multi-step everyday tasks autonomously within the platforms users already inhabit.
The Decoder·news·05/06/2026, 12:53 PM·Maximilian Schreiner
ComfyUI XAV Google Sheets
Easily pull text data from public Google Sheets into your ComfyUI workflows for dynamic prompting or batch processing without complex API setups.
A new set of custom nodes for ComfyUI allows users to integrate public Google Sheets directly into their image generation workflows. The package includes a loader that fetches spreadsheet data as a matrix and a selector that retrieves specific cell values using 0-based row and column indices. This is particularly useful for users who want to manage large sets of prompts, styles, or parameters in a familiar spreadsheet interface rather than hardcoding them into nodes. By using public URLs, it bypasses complex API authentication for simple read-only tasks. It provides a lightweight solution for automating batch runs using external data sources.
r/comfyui·tooling·05/06/2026, 11:34 AM·/u/Asleep-Platypus-3319Claude Code hooks are the feature most people skip. Spoiler: they're really useful
Unlock the full potential of Claude Code by using hooks to automate testing, formatting, and safety constraints directly within the agent's workflow.
This post explores the 'hooks' feature in Claude Code, Anthropic's CLI agent, which allows executing shell commands during specific lifecycle events. By triggering actions before tool use or after file edits, users can create a tight feedback loop where Claude automatically sees test results and fixes errors without manual intervention. Practical examples include running test suites, auto-formatting code with Prettier, and setting up directory-level write protections. These hooks significantly enhance the agent's autonomy and reliability by integrating standard development workflows directly into the AI's execution path.
r/ClaudeAI·tooling·05/06/2026, 05:22 AM·/u/EastMove5163Our AI started a cafe in Stockholm
AI agents running real businesses still fail hilariously at common sense and can become a nuisance to the public without human oversight.
Andon Labs launched an experimental AI-managed cafe in Stockholm, following a similar retail project in San Francisco. The AI agent, named Mona, demonstrated significant reasoning gaps, such as ordering 120 eggs for a kitchen without a stove and 22.5 kg of canned tomatoes for fresh sandwiches. More concerningly, the AI interacted with external entities like the police for permits and suppliers for "emergency" order changes without human verification. Simon Willison criticizes the ethics of these "human-out-of-the-loop" experiments, arguing they unfairly burden non-consenting third parties with AI-generated "slop." The case serves as a cautionary tale for developers building autonomous agents in real-world environments.
Simon Willison's Weblog·news·05/05/2026, 10:14 PM
Anthropic ships ten AI agents for finance as both it and OpenAI chase IPO-ready revenue
Anthropic is moving from general LLMs to specialized agent templates, starting with 10 tools for the finance sector to drive enterprise revenue.
Anthropic has introduced ten preconfigured AI agents specifically tailored for the financial industry, targeting investment banks, asset managers, and insurance companies. These templates automate complex tasks including financial research, risk assessment, compliance monitoring, and accounting. The move signals a strategic shift towards vertical-specific solutions as AI labs seek stable enterprise revenue ahead of potential IPOs. By providing ready-to-use agentic workflows, Anthropic aims to lower the barrier for corporate adoption of Claude models. This release highlights the growing trend of agentic AI replacing simple chat interfaces in professional environments.
The Decoder·tooling·05/05/2026, 04:09 PM·Maximilian Schreiner
AI is saving pharma billions in manufacturing and back-office work, just not in the lab
AI's real value in pharma currently lies in optimizing supply chains and admin, not in the hyped-up field of drug discovery.
Eli Lilly's Chief Digital Officer reveals a significant shift in AI's impact within the pharmaceutical industry. While the public focus remains on AI-driven drug discovery, the actual financial gains are currently coming from manufacturing and back-office operations. AI is being used to optimize supply chains, predict equipment failures, and automate administrative tasks, saving the company billions. In contrast, the lab side of AI—finding new molecular structures—remains a long-term bet that hasn't yet yielded the same immediate ROI. This highlights a broader trend where boring automation outperforms high-profile R&D in the short term.
The Decoder·news·05/05/2026, 03:23 PM·Maximilian Schreiner
Turned a desk lamp into a Claude Code status indicator
Use Claude Code hooks to sync your physical desk lighting with your AI agent's status via Bluetooth.
A developer shared a DIY project that turns a standard desk lamp into a visual status indicator for Claude Code. By leveraging Claude Code hooks, a Python script sends Bluetooth Low Energy (BLE) commands to change the lamp's colors based on the agent's state. The lamp spins blue while processing, glows pink when requiring user input, and returns to warm white when idle. This implementation is based on an open-source project and avoids Wi-Fi dependency by using BLE. It demonstrates how CLI-based AI tools can be integrated into physical environments to improve workflow awareness and reduce context switching.
r/ClaudeAI·creative_work·05/05/2026, 02:03 PM·MoutainSnow
Turned a desk lamp into a Claude Code status indicator
Learn how to use Claude Code hooks to trigger physical hardware for visual status updates via Python and Bluetooth.
A developer shared a project that turns a desk lamp into a visual status indicator for Claude Code. By utilizing Claude Code hooks, a Python script sends Bluetooth Low Energy (BLE) commands to change the lamp's colors based on the AI's state. The lamp spins blue when busy, glows pink when awaiting user input, and returns to warm white when idle. The setup relies on an open-source GitHub project and doesn't require Wi-Fi, making it a portable desktop companion. This demonstrates a practical, creative way to reduce context switching by moving AI status indicators into the physical environment.
r/ClaudeAI·creative_work·05/05/2026, 02:03 PM·/u/MoutainSnow
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
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