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-875
SpaceX Conpute Deal - Double Limits
Anthropic partners with SpaceX to boost compute capacity, removing peak-hour limits for Claude Code and raising API rate limits for Opus models.
Anthropic has announced a strategic partnership with SpaceX to significantly expand its computational infrastructure. This deal addresses capacity constraints that previously limited high-end users and developers. Key updates include the removal of peak-hour usage restrictions for Claude Code on Pro and Max plans, ensuring more consistent performance throughout the day. Furthermore, API rate limits for the Opus model family have been substantially increased. This infrastructure boost indicates Anthropic's commitment to scaling its most resource-intensive models to meet professional demand.
r/ClaudeAI·news·05/06/2026, 04:24 PM·/u/Deep_Proposal_7683Live blog: Code w/ Claude 2026
Get real-time technical insights and roadmap updates from Anthropic's 2026 developer event via Simon Willison's live notes.
Simon Willison provides live-blog coverage of Anthropic's 'Code w/ Claude' event in May 2026. The keynote sessions focus on the evolution of Claude Code and the broader ecosystem of AI-driven development tools. This report captures real-time announcements regarding model updates, new developer APIs, and Anthropic's strategy for autonomous coding agents. It serves as a crucial primary source for understanding how the industry leader in coding LLMs is positioning itself for the year. The blog format offers granular insights and technical details that often precede official press releases.
Simon Willison's Weblog·news·05/06/2026, 03:58 PMVibe 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
Starting with Claude Code - my new open-source project: Git for AI Agents
Regent VCS is a new open-source 'Git for AI' that tracks prompts and sessions, making it easier to undo and branch AI-generated code changes in Claude Code.
Regent VCS is an open-source project aiming to become "Git for AI Agents," specifically targeting the limitations of traditional version control in AI workflows. The developer argues that Git fails at undoing AI-generated changes effectively and doesn't track the relationship between specific prompts and code modifications. The tool currently supports Claude Code and includes both a CLI and a VS Code extension. Key features include better session tracking, conversation branching (forking context), and correlating the file tree with actual prompts. It is currently in alpha, seeking community feedback and contributors to improve the developer experience for agentic coding.
r/ClaudeAI·tooling·05/06/2026, 01:16 PM·/u/Immediate-Landscape1Voice + Claude my daily workflow for building stuff
Use Claude's voice mode during walks or commutes to brainstorm and create spec files; 'rambling' often produces better prompts than formal writing.
A developer shares a high-productivity workflow using Claude's voice mode during daily dog walks to brainstorm and architect software projects. By treating the LLM as a conversational partner, the author bypasses the 'professional filter' that often hinders formal writing, resulting in more natural and effective prompts. These sessions culminate in a spec.md file created while on the move. Upon returning home, the user feeds this specification into Claude Code to automate the actual building process. This method effectively turns idle time into high-value planning and requirement-gathering phases.
r/ClaudeAI·tutorial·05/06/2026, 12:31 PM·/u/dspv
Built a Claude Code monitoring tool
Monitor your Claude Code CLI sessions, token usage, and costs directly inside VSCode with this new open-source observability tool called Argus.
Argus is a new open-source monitoring and observability tool designed specifically for Claude Code, Anthropic's CLI agent. It integrates directly into VSCode, providing a visual interface to track agent sessions that would otherwise be confined to the terminal. The tool helps users monitor token consumption, financial costs, and the specific sequence of actions taken by the agent in real-time. By moving observability out of the CLI and into the IDE, it simplifies the debugging of complex agentic workflows. This is particularly useful for developers concerned about the "black box" nature and potential costs of long-running Claude Code sessions.
r/ClaudeAI·tooling·05/06/2026, 07:53 AM·/u/fIak88Claude 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/EastMove5163What's new in CC 2.1.128 (+1406 tokens)
Claude Code 2.1.128 improves background agents, adds a remote task trigger, and shifts memory management away from local files to direct agent reporting.
Claude Code (CC) version 2.1.128 introduces significant updates to background agent behavior and memory management. A new RemoteTrigger tool enables scheduling and running remote agent routines via API without exposing OAuth tokens. The update marks a shift in agent architecture, removing structured .md session memory files in favor of direct reporting within agent threads. SDKs for C#, Go, and Java have been updated with beta support for Managed Agents and enhanced tool-running capabilities. Furthermore, the model catalog now officially deprecates older Claude 4 iterations, recommending migrations to Opus 4.7 and Sonnet 4.6 for better performance and reliability.
r/ClaudeAI·tooling·05/06/2026, 02:46 AM·/u/Dramatic_Squash_3502
Claude BROKE Wall Street Overnight...
Anthropic and OpenAI are partnering with Wall Street giants to create 'AI deployment machines,' signaling a shift from experimental tools to massive enterprise automation.
Wes Roth discusses a major shift in AI deployment as Anthropic announces a $1.5 billion joint venture with Blackstone, Goldman Sachs, and other financial giants to integrate AI into enterprise systems. OpenAI is reportedly following suit with a $10 billion 'Development Company' venture. Roth argues that the 'AI bubble' narrative is collapsing as these partnerships provide the infrastructure and capital needed to overcome implementation hurdles. He highlights that while tools like Claude Code provide the scaffolding, the real driver is the exponential growth in model capabilities. This move marks the transition from experimental AI use to large-scale, institutionalized automation across various industries.
Wes Roth·news·05/06/2026, 12:17 AM·Wes Roth▶Watch here
Claude Code @ Opus 4.7 vs OpenCode @ qwen3.6:27b. Both shipped a playable cozy roguelite.
Local models like Qwen 3.6:27b have reached parity with top-tier Claude models for building and shipping entire playable games.
A direct comparison between Anthropic's Claude Code (running Opus 4.7) and the open-source OpenCode (using Qwen 3.6:27b) reveals that local models are closing the gap in complex software development. Both agents successfully generated a fully playable 'cozy roguelite' game, managing game logic, state, and basic assets. While Opus 4.7 produced slightly more optimized and cleaner code architecture, the Qwen-based local setup demonstrated that high-tier coding capabilities are no longer exclusive to proprietary cloud APIs. This benchmark is significant for developers prioritizing privacy and cost-efficiency, as a 27b parameter local model can now handle end-to-end project shipping.
r/LocalLLaMA·tooling·05/05/2026, 10:58 PM·/u/rm-rf-rm
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
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
I asked Claude to investigate its own token burn. The receipts go back six months.
Claude Code has documented bugs causing massive token overbilling; use the new 'cc-cache-monitor' tool to track your cache hits and avoid peak hours.
An investigation into Claude Opus 4.7 reveals significant token billing discrepancies, where users are charged up to 20x more than necessary due to unpatched caching bugs. The author identified issues including cache invalidation when resuming sessions, telemetry settings negatively impacting cache TTL, and peak-hour throttling. These bugs, present in the Claude Code binary, have reportedly gone unaddressed by Anthropic for months despite community reports. To help users, the author released 'cc-cache-monitor', a tool that tracks real-time cache hit rates by reading local JSONL logs. Concrete mitigations include avoiding peak GMT hours and keeping telemetry enabled to maintain caching functionality.
r/ClaudeAI·tooling·05/05/2026, 02:00 PM·AlexZanI asked Claude to investigate its own token burn. The receipts go back six months.
Claude Code has bugs causing 10-20x token burn via cache failures; use the 'cc-cache-monitor' tool to track your hits and avoid disabling telemetry.
A technical investigation by a user revealed significant bugs in Claude Code's caching mechanism, leading to excessive token consumption and inflated billing. Key issues include binary-level bugs that force full uncached rebuilds every turn, cache invalidation when using the --resume or --continue flags, and a hidden penalty where disabling telemetry kills the 1-hour cache TTL. The author released 'cc-cache-monitor', a 50-line tool that reads local JSONL logs to show real-time cache hit rates. Despite community reports and reverse-engineered fixes, Anthropic has reportedly not acknowledged these issues in official release notes. Users are currently advised to keep telemetry enabled and avoid peak GMT hours to mitigate costs.
r/ClaudeAI·tooling·05/05/2026, 02:00 PM·/u/AlexZanTRE Python binding — ReDoS robustness demo
Protect your Python apps from ReDoS attacks by using the TRE engine, which avoids backtracking—now easily integrated using AI coding assistants.
Simon Willison demonstrates a Python binding for the TRE regular expression engine, created using Claude Code and ctypes. The project explores TRE's resistance to Regular Expression Denial of Service (ReDoS) attacks, which often plague Python's standard re library. Unlike standard implementations, TRE avoids backtracking, making it immune to catastrophic backtracking scenarios. This experiment highlights how AI tools can help developers quickly integrate robust C libraries into high-level languages. It serves as a practical security blueprint for developers handling untrusted user-defined patterns.
Simon Willison's Weblog·tooling·05/04/2026, 05:52 PM
Redis Array Playground
Explore the new Redis array data type and ARGREP command directly in your browser via a WASM-powered playground built with AI assistance.
Salvatore Sanfilippo (antirez) has proposed a significant update to Redis: a native array data type. This addition introduces several new commands, most notably ARGREP, which enables server-side regular expression searches within arrays using the TRE library. To make these experimental features accessible, Simon Willison used Claude Code to build an interactive Redis Array Playground. This tool runs a WASM-compiled version of the Redis branch directly in the browser. The development of both the Redis feature and the playground highlights the increasing role of AI agents in system-level engineering and rapid tool creation.
Simon Willison's Weblog·tooling·05/04/2026, 03:53 PM
DeepSeek V4 + Claude Code = BEST AI Coder!
Save money and bypass rate limits by using DeepSeek V4 for basic scaffolding and Claude for complex logic within the Claude Code CLI.
This video demonstrates a hybrid AI coding workflow combining DeepSeek V4 with the Claude Code CLI tool. By using a local Anthropic-compatible proxy, users can route simple tasks like scaffolding, unit tests, and basic scripts to DeepSeek V4, which is approximately 76% cheaper than top-tier models like GPT-5.5 or Opus 4.7. This approach preserves expensive Claude tokens and avoids rate limits by reserving the premium model for high-stakes logic and UI polishing. DeepSeek V4 features a 1 million token context window and an MIT license, making it ideal for long-horizon agent tasks. The setup is streamlined using a tool called Anti-Gravity to automate the proxy configuration and environment setup.
AI Jason·tooling·05/04/2026, 07:30 AM·WorldofAI▶Watch here
Sightings
Simon Willison demonstrates the power of Claude Code by building a complex blog feature and API integration entirely from his phone.
Simon Willison has introduced a new 'Sightings' feature to his blog, which automatically syndicates his wildlife photography from iNaturalist. The most impressive aspect is that the entire feature was developed on a mobile phone using Claude Code, an AI-powered command-line tool. The implementation includes a search function, date archives, and back-population of over a decade of historical data, including photos from Madagascar. Willison shared the full Pull Request and the specific prompts used, providing a transparent look at modern AI-assisted programming workflows. This serves as a practical benchmark for how agentic AI tools can handle multi-step coding tasks in constrained environments.
Simon Willison's Weblog·tooling·05/02/2026, 05:26 PMiNaturalist Sightings
Build functional web tools and data pipelines entirely on your phone using AI agents like Claude Code.
Simon Willison demonstrates a complete development workflow performed entirely on a mobile phone while camping. He used Claude Code to build 'iNaturalist Sightings,' a tool that aggregates and groups nature observations from multiple accounts based on time and proximity. The project involves a Python CLI for data processing, a Git scraping setup on GitHub to host the data, and a final web frontend generated via a single prompt. This serves as a practical example of how AI agents enable complex multi-step development tasks in non-traditional environments. It highlights the shift toward 'just-in-time' personal software creation without a desktop environment.
Simon Willison's Weblog·tooling·05/01/2026, 07:35 PM
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