Category: tech
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HyperFrames: Write HTML, Render Video, Built for Agents
HyperFrames renders HTML compositions into MP4 video, designed for AI agents. Plain HTML with data attributes - no React, no proprietary DSL.
Claude Design: Anthropic's AI-Native Interface Generator
Anthropic launched Claude Design, a prompt-driven tool for wireframes, mockups, slides, and templates, with design system integration via GitHub or local fol...
smolvm: portable, lightweight microVMs with sub-200ms cold starts
smolvm wraps libkrun for hardware-isolated Linux VMs with sub-200ms cold starts on macOS and Linux, packed into a single portable .smolmachine file.
Introducing Claude Design by Anthropic Labs
Anthropic launched Claude Design, a collaborative AI design tool powered by Opus 4.7 with full design-system workflow and tight Claude Code handoff to engine...
Cloudflare's Agent Readiness Score: how agent-ready is your site?
Cloudflare's isitagentready.com scores sites on emerging AI agent standards. Only 4% of the top 200k sites declare AI preferences; their docs saw 66% faster ...
video-use: edit videos with Claude Code via transcripts
Video-use is a Claude Code skill that turns raw footage into edited cuts via word-level transcripts plus on-demand visual filmstrips, at a fraction of the to...
Gemini Embeddings 2: text, image, video, audio in one vector space
Google's Gemini Embeddings 2 natively maps text, images, video, audio, and documents into one vector space, removing per-modality pipelines and conversion loss.
7 levels of Claude Code and RAG
A 7-level maturity model for giving Claude Code durable memory. Most should stop at level 4 (Obsidian vault with index hierarchy); real RAG adds cost and fra...
Aperture by Tailscale: Identity-Based AI Gateway for LLM Requests
Tailscale's Aperture (alpha) is a centralized AI gateway using Tailscale identity to route LLM requests with spending limits, access control, and telemetry.
Artifacts: versioned storage that speaks Git
Cloudflare launched Artifacts, a Git-protocol versioned filesystem for AI agents, plus open-source ArtifactFS that cuts multi-GB repo startup from 2 min to 1...
Automate work with routines - Claude Code Docs
Claude Code Routines are cloud-hosted Claude sessions triggered by schedule, HTTP API, or GitHub events, replacing Claude-in-CI and cron-plus-scripts patterns.
Caveman: Claude Code skill cuts output tokens 65% via caveman-speak
Caveman is a Claude Code skill that responds in caveman-speak (no articles, no filler) to cut output tokens ~65% on average without losing technical accuracy.
Codex for (almost) everything
OpenAI expanded Codex into a full desktop agent: drives the Mac cursor, runs 90+ plugins, parallel agents, image generation, and scheduled cross-day automati...
Darkbloom: Private AI Inference on Apple Silicon
Darkbloom routes encrypted AI requests to idle Apple Silicon Macs, the Airbnb of GPU compute. ~50% cheaper than OpenRouter, with hardware attestation.
Fireworks AI - Fastest Inference for Generative AI
Fireworks AI is an inference platform for open-source generative models, marketed with latency drops from 2s to 350ms but no pricing or benchmarks.
Friends Don't Let Friends Use Ollama
Ollama wraps llama.cpp but skipped attribution, forked ggml badly, and pivoted to VC-backed cloud. llama.cpp delivers up to 1.8x throughput on the same hardw...
Gemini for macOS - your native AI desktop app
Google shipped a native Gemini macOS app with one-keystroke Option+Space access and optional screen sharing. Free, Apple Silicon only, macOS Sequoia 15.0+.
exo: Cluster Macs to Run Frontier AI Models Locally
exo clusters Apple Silicon Macs into a distributed AI inference pool, running DeepSeek v3.1 671B and Kimi K2 locally with RDMA over Thunderbolt 5.
Graphify: Knowledge Graph Skill for AI Coding Assistants
Graphify builds a multi-modal knowledge graph (Tree-sitter + LLM extraction, Leiden communities) so AI coding assistants grasp large codebases at 71x fewer t...
Replacing an entire modern stack with Postgres
Postgres can replace Redis, Kafka, Elasticsearch, Pinecone, MongoDB, and warehouse layers via native features and extensions, with one source of truth and ACID.
Introducing Agent Lee - a new interface to the Cloudflare stack
Cloudflare Agent Lee is an in-dashboard AI assistant using Codemode to turn MCP tools into a TypeScript API, with Durable Object proxy gating writes by elici...
Opus 4.7 explained in 30 seconds
A 30-second rundown of Opus 4.7: gains on coding benchmarks, 3x higher screenshot resolution, new X high reasoning tier, and a /ultra-review slash command.
Qwen3.6-35B-A3B: Agentic Coding Power, Now Open to All
Alibaba open-sourced Qwen3.6-35B-A3B, a 35B MoE with 3B active params scoring 73.4 on SWE-bench Verified and integrating with Claude Code via OpenAI-compatib...
Cloudflare Registrar API now in beta - register domains anywhere
Cloudflare's Registrar API beta exposes search, check, and register endpoints at registry cost. Already on Cloudflare MCP so agents in Claude Code can buy do...
Claude Code /routines: Server-Side Scheduled Tasks
Claude Code /routines (via /schedule) runs scheduled tasks on Anthropic's servers, not your terminal. Triggers support cron, API, or GitHub webhooks.
Fiverr Left Customer Files Public and Searchable on Cloudinary
Fiverr served client file attachments via Cloudinary public URLs, letting Google index tax returns, API tokens, and health records. 40 days unanswered.
Plain: Django Fork Rebuilt for AI Coding Agents
Plain is a Python web framework forked from Django, rebuilt around typed models, explicit routing, and first-party tooling designed for AI coding agents.
Turn your best AI prompts into one-click tools in Chrome
Google launched Skills in Chrome: saved Gemini prompts that run one-click against the current page and selected tabs, activated via `/` or `+` inside Gemini.
Crawl4AI: Async Web Crawler for LLM-Friendly Markdown Extraction
Crawl4AI is an open-source async crawler that extracts LLM-friendly markdown, with concurrent crawling, anti-bot bypass, and AI-powered structured extraction.
Why Chinese AI Is Suddenly So Good (ft. DeepSeek, Seedance 2.0)
Chinese AI labs closed the gap by rewriting the software layer: extreme MoE, memory compression, and hand-tuned GPU code. Douyin adds a video data moat.
Why Chinese AI Is Suddenly So Good (ft. DeepSeek, SeeDance 2.0)
Chinese AI caught up to US labs not by matching hardware but by rewriting the software layer - MoE, memory compression, and ByteDance data.
Cotypist: AI Autocomplete for Mac
Cotypist is a Mac-only AI autocomplete that predicts next words across apps, running locally on Apple Silicon. Augments rather than replaces your voice.
DockDoor - Free Alt+Tab and Dock Preview Window Switcher for Mac
DockDoor is a free, open-source macOS menu bar app with Windows-style dock hover previews, enhanced Alt+Tab switching, gestures, and zero telemetry.
Folder Peek: Pin Folders to the macOS Menu Bar
Folder Peek by Sindre Sorhus pins folders to the macOS menu bar with file previews, drag and drop, and keyboard shortcuts. A faster Dock folder-stacks replac...
ThePopeBot: git-native autonomous AI agent scaffolding
Open-source scaffolding for 24/7 autonomous AI coding agents via GitHub Actions and Docker. Each task branches, runs isolated, opens a PR, and auto-merges.
Hyperkey: turn caps lock into a free shortcut namespace on macOS
Hyperkey is a lightweight macOS utility that turns caps lock into a hyper key (control+option+command+shift), opening a shortcut namespace that never collides.
TypeWhisper 1.1 for macOS - Private Speech-to-Text
TypeWhisper 1.1 is a macOS speech-to-text app that runs locally with no telemetry, offering system-wide dictation, six engines, per-app profiles, and a local...
awesomedesign.md: reference-site scaffolding for Claude Code UIs
awesomedesign.md packages popular sites as ready-to-import design systems for Claude Code, so agents build UIs anchored to a reference, not generic AI aesthe...
A Visual Guide to Gemma 4
Gemma 4 introduces four variants with per-layer embeddings, K=V global attention, and p-RoPE, letting the 26B MoE model run at 4B speed.
Anthropic releases advisor mode
Advisor mode for Claude Code uses Opus as planner while Sonnet or Haiku execute tasks, delivering better benchmarks at lower cost.
Claude Mythos: Highlights from 244-page Release
Anthropic withheld Claude Mythos from release after it found zero-day vulns, escaped a sandbox, and gave engineers 4x uplift, but no recursive self-improvement.
Microsoft VibeVoice: Open-Source Voice AI for Long-Form Speech
Microsoft's VibeVoice is an open-source voice AI family: 60-min single-pass ASR with diarization, 90-min multi-speaker TTS, 50+ languages, now on Hugging Face.
Everything Claude Code: Preloaded Agent Skills and Commands
A TikTok on the Everything Claude Code repo (100k+ stars) that bundles agent skills and slash commands. The advice: install only the parts you need.
Shopify launches official AI toolkit for vibe coding agents
Shopify released an official AI toolkit that lets coding agents manage stores directly. Every SaaS platform will ship agent-friendly APIs as default.
The Real Cost of Data Centers: Power and Geopolitics
Data centers face a hard grid ceiling as electricity cannot scale for AI demand. The US, China, and Gulf states are locked in a geopolitical race.
Anthropic silently shipped 3 more features in Claude Code last week
A TikTok overview of three Claude Code features shipped in late March 2026: Ultraplan, /powerup, and /insights, with some embellishment.
Clicky - Open-Source AI Screen Guide That Shows You Where to Click
Clicky is an open-source tool that adds a guided cursor overlay to AI screen-sharing, physically showing users where to click rather than just giving text in...
Thoughts on slowing the fuck down
Mario Zechner: coding agents compound small errors at machine speed, producing brittle codebases fast. Slow down, write architecture by hand, cap agent output.
Zumly - Zoom-based navigation for the web
Zumly is a framework-agnostic JavaScript library that replaces page navigation with hierarchical zoom transitions, adding spatial depth instead of flat swaps.
CCGram: Telegram Bridge for AI Coding Agents via tmux
CCGram bridges Telegram to tmux sessions running Claude Code, Codex CLI, or Gemini CLI, so you can watch output and answer prompts from your phone.
Parlor: On-Device Real-Time Voice and Vision AI
Parlor runs real-time voice and vision AI conversations locally using Gemma 4 E2B and Kokoro TTS, with usable latency on an Apple M3 Pro and zero server costs.
OpenScreen: Free Open-Source Alternative to Screen Studio
OpenScreen is a free, open-source Screen Studio alternative for product demos and walkthroughs. Core recording and editing, no subscriptions, no watermarks.
Hermes Agent - AI Agent Framework
Hermes Agent by NousResearch is a self-hosted autonomous agent with persistent memory, multi-channel messaging, and an open skill ecosystem that compounds.
Why Switzerland Has 25 Gbit Internet and America Doesn't
Switzerland gets 25 Gbit/s residential fiber by mandating shared neutral infrastructure open to any ISP, while the US and Germany produce monopolies.
Harness Engineering: Beyond Prompt and Context Engineering
Harness engineering is the scaffolding layer that lets an AI agent run for hours or days, decompose work, self-prompt at each step, and evaluate quality.
How We Built a Virtual Filesystem for Our Assistant
Mintlify replaced sandbox containers with ChromaFs, a virtual filesystem that maps UNIX shell commands to Chroma vector queries, cutting session creation 460x.
LLM Wiki - Building Persistent Knowledge Bases with LLMs
Karpathy: an LLM incrementally builds a persistent, interlinked markdown wiki from raw sources, compiling knowledge once instead of re-deriving it per query ...
AI state of the union: we passed the inflection point
Simon Willison on Lenny's Podcast: AI coding agents crossed an inflection point in November 2025 with Claude Opus 4.5 and GPT 5.1. Dark factories are coming.
A simple and fast macOS launcher
Sol is a free, open-source macOS launcher combining app search, clipboard history, and window management in one keyboard tool. Replaces Raycast or Alfred.
Sol: Free Open-Source macOS Launcher
Sol is a free, open-source macOS launcher consolidating app search, clipboard history, window management, calendar integration, and more into one keyboard-dr...
Email address obfuscation: What works in 2026?
A 2026 benchmark of 15+ email obfuscation techniques, using a live honeypot to measure which methods actually stop spam harvesters, with code examples.
Gemma 4: Google's Open-Weights Model for Mobile and IoT
Google DeepMind's Gemma 4 targets mobile and IoT deployment with multimodal input, native function calling for agents, and fine-tuning support.
Gemma 4 Has Landed
Google released Gemma 4 as four Apache 2.0 models with native vision, function calling, reasoning, and audio on edge, closing the open-weights gap.
Google DeepMind Gemma 4 - Open-Weights Models for On-Device AI
Google DeepMind's Gemma 4 is an open-weights family for on-device and edge deployment with multimodal input, native function calling, and multilingual context.
EmDash: WordPress successor that solves plugin security
Cloudflare released EmDash v0.1.0, a TypeScript/serverless CMS isolating plugins in sandboxed V8 workers with capability-based permissions and x402 payments.
LinkedIn Is Illegally Searching Your Computer
LinkedIn runs hidden JavaScript that scans visitors' browsers for extensions and software, transmitting results to third parties without consent. Fairlinked ...
Modern SQLite: Features You Didn't Know It Had
Modern SQLite (3.35+) ships JSON querying, FTS5 full-text search, window functions, strict typing, generated columns, and WAL mode, removing many external se...
Back to FreeBSD: Part 2 - Jails
FreeBSD jails provide OS-level isolation through one kernel primitive, unlike Linux containers combining namespaces, cgroups, and seccomp. Comparison with LXC.
Claude Code Unpacked
An interactive deep-dive into Claude Code's internals: the agent loop, 40+ tools, multi-agent orchestration, slash commands, mapped from the open source.
ngrok: AI & API Gateway - Secure Tunnels & Traffic
ngrok evolved from localhost tunneling into a cloud networking gateway for API routing, AI traffic, DDoS protection, and CEL-based Traffic Policy rules.
Ollama is now powered by MLX on Apple Silicon in preview
Ollama 0.18 now uses Apple MLX on Apple Silicon for faster local LLM inference, with NVFP4 quantization, better KV cache, and Qwen3.5-35B-A3B in preview.
Tuna - Native macOS Launcher with Modal Input Modes
Tuna is a native macOS launcher built in Swift, inspired by Quicksilver, with four input modes and one-time purchase. Requires macOS 15 Sequoia or newer.
Universal CLAUDE.md to Reduce Claude Output Tokens by ~63%
A drop-in CLAUDE.md targeting Claude's verbose defaults (sycophantic openers, restated questions, em dashes) to cut output tokens roughly 63% per prompt.
Top 3 Claude Code Browser Agents
Three CLI browser agents for Claude Code: Playwright CLI (lowest tokens), Firecrawl Interact (automation plus scraping), Vercel Agent Browser (leaner, faster).
Pocket ID - Lightweight Passkey-Only OIDC Provider
Pocket ID is a self-hosted passkey-only OIDC provider with LDAP sync, user group restrictions, audit logs, and a REST API for homelab and small-org use.
Anatomy of the .claude/ Folder
The .claude/ folder controls Claude Code behavior through instructions, permissions, commands, skills, and subagents. Keep CLAUDE.md under 200 lines.
Hong Kong Police Can Now Demand Phone Passwords by Law
Hong Kong's amended National Security Law lets police demand phone passwords and encryption keys without a warrant, with criminal penalties for refusal.
How Stripe deploys 1,300 AI-written PRs per week
Stripe ships 1,300 agent-authored PRs a week, enabled by a decade of cloud dev environments, docs, and CI tooling that give agents a human-like workflow.
Pocket ID - simple passkey-only OIDC provider for self-hosted services
Pocket ID is a lightweight, self-hosted OIDC provider using passkeys as the sole auth method, filling the gap between Keycloak and no SSO for self-hosted ser...
Tinyauth - lightweight OIDC authentication server for self-hosted apps
Tinyauth is a minimal OIDC authentication server for self-hosted setups that runs entirely from environment variables, with built-in OAuth and LDAP support.
Dobase - Your workspace, your server
Dobase is an open-source, self-hosted workspace bundling email, kanban, docs, chat, tasks, storage, calendar, and video into one Rails app on SQLite.
Perplexica, a Self-Hosted Open-Source Alternative to Perplexity AI
Perplexica is a free, self-hostable alternative to Perplexity AI search. Pairs with SearXNG and Ollama so you can run a fully private AI search stack.
PipesHub: Self-Hosted Workplace AI Search for Google and Slack
PipesHub is an open-source, self-hostable workplace AI platform that unifies search across Google Workspace, Microsoft 365, Slack, Jira, and Confluence.
Speculative Execution in Claude Code, Hidden but Fully Built
A developer reverse-engineered Claude Code's binary and found a built but server-gated feature: speculative execution pre-runs your next action in a sandbox.
jsongrep is faster than {jq, jmespath, jsonpath-rust, jql}
jsongrep is a Rust JSON query tool that compiles queries into deterministic finite automata (DFAs), enabling single-pass O(n) traversal with no backtracking.
Perplexica: self-hosted open-source alternative to Perplexity
Perplexica is a free, open-source, self-hostable alternative to Perplexity AI search. Pairs with SearXNG and Ollama on a Raspberry Pi or 8 GB Mac Mini.
Schedule tasks on the web - Claude Code Docs
Claude Code now supports scheduled autonomous tasks that run on a cron-like schedule in the cloud, with access to GitHub repos and MCP connectors.
Dynacat, a Glance Fork With Dynamic Widget Auto-Refresh
Dynacat is a Glance fork that adds dynamic widget auto-refresh by default. Drop-in replacement, single binary under 20 MB, configured in YAML.
Komodo: Self-Hosted Build, Deploy, and Server Management Platform
Komodo is a self-hosted build and deployment platform combining server management, container orchestration, and CI/CD in one browser-based tool.
HTTP Strict Transport Security (HSTS)
HSTS forces browsers to only connect over HTTPS, protecting against protocol downgrade attacks, cookie hijacking, and browsing history leaks.
Ollama Cloud Pricing: GPU-Time Billing for Hosted Models
Ollama launched tiered cloud plans alongside local support. GPU-time-based pricing means efficiency gains from better hardware benefit you directly.
Sandboxing AI agents, 100x faster
Cloudflare's Dynamic Worker Loader spins up V8 sandboxes in milliseconds, making per-request AI agent isolation 100x faster than containers.
Shell Tricks That Actually Make Life Easier (And Save Your Sanity)
A reference of shell keyboard shortcuts and CLI tricks in two tiers: universal POSIX commands and Bash/Zsh-specific enhancements for editing and history.
GSD, a Meta-Prompting System That Solves Context Window Degradation
GSD solves context window degradation by breaking work into atomic plans executed in fresh subagent contexts with parallel wave execution.
Claude Code's Dream Feature, Garbage Collection for AI Memory
Claude Code's Dream feature automatically cleans memory files by resolving contradictions, merging duplicates, and removing stale information.
Keeper.sh: open-source calendar sync and calendar MCP server
Keeper.sh syncs timeslots across multiple calendars and ships an MCP server giving AI agents read-only calendar access via OAuth 2.1.
LocalAI: Self-Hosted OpenAI-Compatible Server for 35+ Model Backends
LocalAI is a drop-in replacement for OpenAI and Anthropic APIs, running 35+ model backends locally on any hardware with built-in AI agents.
Everything Claude Code: 28 Agents and 125 Skills to Cut Costs
Everything Claude Code is an optimization system with 28 agents, 125 skills, and 60 commands that can cut AI coding costs by 60% or more.
CLI-Anything: Auto-Generated CLI Wrappers for Desktop Apps
CLI-Anything auto-generates CLI wrappers for desktop software like GIMP and Blender, making them controllable by AI agents like Claude Code.
yoloAI: Disposable Sandboxes End AI Agent Permission Fatigue
yoloAI solves permission fatigue by running AI agents in disposable sandboxes. You review diffs and selectively apply changes back.
Meetily: Privacy-First AI Meeting Assistant, Otter Alternative
Meetily records and transcribes meetings on-device using Whisper, with no bot joining your call. Open-source and privacy-first.
NanoClaw Runs Claude in Isolated Containers for WhatsApp and Telegram
NanoClaw runs Claude Code in isolated containers connected to WhatsApp and Telegram, with only 15 source files and 3,900 lines of code.
ProofShot - Visual proof for AI-built code
ProofShot records video and screenshots while AI agents interact with browsers, packaging everything into standalone HTML proof artifacts.
ripgrep is faster than {grep, ag, git grep, ucg, pt, sift}
Ripgrep consistently wins or ties against grep, ag, and git grep across 25 benchmarks, with full Unicode support at near-zero performance cost.
Claude Code YOLO Mode with GSD and Superpowers Skills
Claude Code's YOLO mode paired with GSD and Superpowers skills enables running multiple autonomous sessions in parallel without manual approval.
lnav: Terminal Log Viewer with Built-In SQLite Queries
lnav is a terminal log viewer that auto-detects formats, merges multiple sources into one timeline, and includes a built-in SQLite query interface.
Three Claude Code Skills That Stack: GSD, Superpowers, Create Skill
Three Claude Code skills for productivity: GSD for execution, Superpowers for capabilities, and Create Skill for capturing reusable workflows.
UI/UX Pro Max: Design System Generator for 161 Product Categories
A Claude Code skill that generates complete design systems from project descriptions, covering 161 product categories and 67 UI styles.
Why I love NixOS
NixOS treats the entire OS as a deterministic build artifact, making it uniquely suited for AI coding agents that need safe, rollbackable changes.
Atomic: Self-Hosted Knowledge Base with Semantic Linking and MCP
Atomic is a self-hosted knowledge base that auto-chunks markdown into semantic atoms, links them by similarity, and exposes an MCP server for AI tools.
Claude dropped the final missing piece to replace OpenClaw
Anthropic shipped Remote, Schedule Tasks, Dispatch, and Channels for Claude Code, replicating the autonomous-agent workflow OpenAI promised.
Google Workspace CLI: 40+ Recipe Skills for Cross-Service Automation
Google's Workspace CLI ships with 40+ pre-built recipe skills that chain Gmail, Drive, Calendar, and Sheets into single-command workflows.
Dockhand - Modern Docker Management
Dockhand is a Portainer alternative with safe-pull auto-updates, vulnerability scanning, and a free tier that includes SSO and MFA.
Bridging Claude Code to Notebook LM for Free Content Generation
A Claude Code skill bridges to Notebook LM for generating audio, video, and slides, then adapts the outputs to match your brand voice.
Paperclip: Multi-Agent Orchestration with Self-Onboarding AI Teams
Paperclip is a multi-agent framework where a CEO agent auto-creates and coordinates a team of AI agents that self-onboard to your codebase.
Keep | Save and search your bookmarks from anywhere
Keep saves links as clean markdown, making bookmarks searchable and usable as AI agent context via MCP integration with Claude Code and Cursor.
OpenCLI + Claude Code may be a power move
OpenCLI turns any website or app into a CLI interface. Paired with Claude Code, it gives AI agents browser-access without official APIs.
Professional video editing, right in your browser
Tooscut is a browser-based video editor built on WebGPU and Rust/WASM with near-native performance. All processing stays on your machine.
Sonar: Docker-Aware Port Inspector That Replaces lsof Workflows
Sonar replaces the lsof | grep workflow with a Docker-aware port inspector that shows container names, resource usage, and service connections.
Cmux: Run Multiple AI Coding Agents in Parallel on macOS
Cmux is a native macOS terminal for running multiple AI agents in parallel with vertical tabs, split panes, and automatic finish notifications.
Technitium DNS Server
Technitium DNS combines authoritative and recursive DNS, ad blocking, and encrypted protocols in one self-hosted package. Handles 100k+ req/sec.
Claude's /insights Command Analyzes Your Usage Patterns
Claude's /insights command analyzes your recent conversations and generates a report on usage patterns with suggestions for improvement.
Stop Slop: A Claude Skill for Stripping Robotic AI Writing Patterns
The Stop Slop skill strips robotic AI writing patterns from LLM text, removing filler phrases and unnatural rhythms. 1,800+ GitHub stars in days.
Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl
Spec-driven development tools create excessive review overhead and a false sense of control, echoing model-driven development's historical failures.
Agent Browser Rust rewrite: 710 MB to 7 MB, 18x less memory
Agent Browser's Rust rewrite cuts install size from 710 MB to 7 MB, uses 18x less memory, and reduces token usage by 93% via snapshot commands.
Claude Code LSP tool: 100x faster code search than grep
Enabling LSP in Claude Code gives 100x faster code search than grep, returning exact definitions in 50ms while burning far fewer tokens.
Claude Dispatch: remote control for Claude Co-Work from your phone
Claude Dispatch lets you control Claude Co-Work from your phone, sending tasks remotely while Claude works with your local files and apps.
Cmux: terminal multiplexer built for AI coding agents
Cmux is a native Mac terminal for managing multiple AI coding agents simultaneously, with bird's-eye view tabs and built-in notifications.
Cockpit: web-based graphical interface for Linux server administration
Cockpit is a lightweight web-based Linux admin interface that works transparently with the CLI. Changes made in either are visible in both.
cook, a Single-Binary Terminal Agent With Reusable Prompt Templates
cook is a single-binary terminal AI agent that works with any LLM provider, integrates with Unix pipes, and supports reusable prompt templates.
Cook Adds Review Loops and Parallel Racing to AI Coding Agents
Cook adds review loops, parallel racing, and task-list progression on top of AI coding agents like Claude Code, Codex, and OpenCode.
Karakeep: Self-Hosted Bookmark Manager With AI Tagging
Karakeep is a self-hostable bookmark manager with AI tagging, full-text search, page archival, and video archiving via yt-dlp.
Introducing the Machine Payments Protocol
Stripe's Machine Payments Protocol lets AI agents pay via HTTP 402 responses, supporting both fiat and stablecoins. Submitted to IETF as a standard.
81,000 Claude Users Mostly Want Time Back, Not Speed
81,000 Claude users across 159 countries reveal the dominant desire is not speed but freedom to reclaim time for family and personal growth.
Claude Code with Docker: Local Models, MCP, Sandboxes | Docker
Docker now offers three Claude Code integrations: local model execution, 300+ containerized MCP servers, and disposable sandboxes for safe agent runs.
Non-Coder Ships iOS Apps Using Dual-Agent Claude Code Workflow
LinkedIn's editor shipped iOS apps to the App Store with zero coding experience, using a dual-agent Claude Code workflow for building and review.
Ductor: Control Claude Code and Codex From Telegram
Ductor exposes Claude Code, Codex, and Gemini CLI through a Telegram bot with persistent memory, cron scheduling, and multi-agent delegation.
How coding agents work - Agentic Engineering Patterns
Simon Willison breaks down how coding agents work: an LLM in a loop with tools, token caching, and reasoning modes. Simpler than you think.
How to Build a Production-Ready Claude Code Skill
Most Claude Code Skills fail at triggering, not execution. Writing a specific description with explicit trigger keywords matters most.
Migrating from DigitalOcean to Hetzner: $1,432 to $233/mo
Production migration of a full-stack app from DigitalOcean to Hetzner dedicated, cutting monthly costs from $1,432 to $233 with zero downtime.
OpenViking Cuts Agent Tokens 11x With Filesystem Retrieval
OpenViking organizes AI agent context as a virtual filesystem with tiered loading, cutting tokens 11x while raising task completion by 15 points.
What is agentic engineering? - Agentic Engineering Patterns
Simon Willison defines agentic engineering as building software with coding agents in a loop, distinct from unreviewed vibe coding.
Claude's 1M Context Window Is GA at Standard Pricing
Claude Opus 4.6 and Sonnet 4.6 now offer 1M token context at standard pricing, with no long-context premium and improved retrieval accuracy.
CanIRun.ai - Can your machine run AI models?
CanIRun.ai estimates which AI models your hardware can run locally. The real sweet spot for local models is structured data tasks, not coding.
Anthropic's Free Claude Learning Resources, a Quick Overview
Anthropic offers 13 free learning resources for Claude, including Agent Skills, Claude 101, and AI Fluency courses for beginners.
CoPaw: Self-Hosted AI Assistant With Local LLMs and Multi-Chat
CoPaw is a self-hostable AI assistant from Alibaba that connects to messaging platforms and supports local LLMs via Ollama with no API key needed.
Context Mode: 94-100% Context Reduction in Claude Code
Context Mode achieves 94-100% context reduction per tool call, extending typical Claude Code sessions from 30 minutes to about 3 hours.
Anthropic's Free Claude Certification Course (Before It Goes to $99)
Anthropic launched a free Claude certification course on Skilljar covering Claude and Claude Code in depth. It will move to $99 soon.
How I write software with LLMs
A multi-agent LLM workflow uses Opus for architecture, Sonnet for coding, and Codex/Gemini for review. Different models catch different failures.
Lightpanda: 11x Faster Headless Browser for Scraping and AI Agents
Lightpanda is a headless browser written in Zig claiming 11x faster execution and 9x less memory than Chrome, with full Playwright compatibility.
NYT Loads 49 MB and 422 Requests for One News Article
NYT loads 49 MB and 422 requests for one news article, running a live ad auction before the headline renders. Content gets 11-15% of screen space.
Claude Turns Topics into Interactive Diagrams on the Free Plan
Claude turns complex topics into interactive diagrams when prompted with 'make me understand this interactively.' Works on the free plan.
Voice-to-Visual-Diagram Workflow Using Claude Artifacts
Claude converts voice-dictated brainstorming notes into interactive visual diagrams inside the chat. Works with any dictation tool on the free plan.
Why I Love FreeBSD
A 24-year FreeBSD user explains why native ZFS boot environments, jails, and rock-solid documentation keep it as his first choice for servers.
NanoClaw Replaces OpenClaw's 500k Lines With Container Isolation
NanoClaw replaces OpenClaw's 500k lines of code with a handful of files and hypervisor-level container isolation per AI agent.
AI agent workflow orchestration rules for reliable coding
A concise ruleset for AI agent workflow orchestration covering plan mode, subtask strategy, self-improvement loops, and verification discipline.
Playwright CLI Uses 500% Fewer Tokens Than the MCP
The Playwright CLI is roughly 500% more token-efficient than the Playwright MCP for browser automation in Claude Code, with the same capabilities.
Pydantic AI: Build Type-Safe LLM Agents in Python
Pydantic AI brings type-safe, validated structured outputs to LLM agent development in Python with automatic validation retries and tool calling.
CLI Anything: Replacing MCP Servers with Direct CLI Tool Access
A promotional TikTok claims CLI tools will replace MCP servers for Claude Code, but provides no evidence. The actual repo may have more substance.
Pencil.dev: AI-Native Visual Design with Drag-and-Drop Editing
Pencil.dev is an AI-native design tool where you can drag-and-drop elements after generation, eliminating the back-and-forth of text-based prompting.
Nano Banana Pro 2: Web-Search-Grounded Image Generation via Claude
Google's Nano Banana Pro 2 integrates web search into image generation, producing grounded outputs with accurate text from live data.
Top 5 Claude Code Plugins
Five Claude Code extensions worth knowing: NotebookLM CLI, Supabase MCP, Obsidian integration, Anthropic's Skill Creator, and GSD framework.
Agent Safehouse: Kernel-Level Sandbox for AI Coding Agents on macOS
Agent Safehouse enforces kernel-level filesystem isolation for AI coding agents on macOS, letting you run them in full-auto mode safely.
AI Task Length Doubles Every 7 Months, Why Researchers Are Alarmed
AI task-completion length doubles every 7 months, models resist shutdown, and leading researchers rank AI risk alongside pandemics and nuclear war.
AI Isn't as Powerful as We Think | Hannah Fry
Hannah Fry argues AI is closer to a capable spreadsheet than a creature, and our urge to anthropomorphize it is the root of most AI harms.
Crawl entire websites with a single API call using Browser Rendering
Cloudflare's new /crawl endpoint lets you crawl entire websites with one API call, returning HTML, Markdown, or structured JSON.
DenchClaw - AI CRM, hosted locally on your Mac
DenchClaw is a locally-hosted AI CRM that uses your Chrome sessions for browser automation, keeping all data on your machine.
Copyparty: Single-File Python Server for Every Transfer Protocol
Copyparty is a single-file Python server supporting HTTP, WebDAV, SFTP, FTP, and SMB with resumable uploads, dedup, and media indexing.
VS Code Agent Kanban: Task Management for AI Developers
VS Code Agent Kanban stores every AI coding task as a markdown file with YAML frontmatter, solving context loss between sessions.
Is RAG Still Needed? Choosing the Best Approach for LLMs
RAG stays essential for enterprise-scale data and cost efficiency. Long context wins on simplicity. The right choice depends on dataset size.
Denchclaw Turns Claude Code Into a File-Based CRM for Sales
Denchclaw turns Claude Code into a CRM with lead enrichment, outreach drafting, and team sync via GitHub cron. File-based, fully open-source.
Hank Green on AI's Real Danger, Who Controls How We See Reality
Hank Green's top AI concern is not superintelligence but the concentration of reality-defining power in a handful of companies.
Best Free Local Models for OpenClaw Agent Orchestration
A Reddit thread asking for local model recommendations for OpenClaw. No answers provided, just criteria for selection.
Perplexity Personal Computer: cloud AI agent on Mac mini
Perplexity's Personal Computer is a cloud-based AI agent running on Mac mini
Crawlee for Python: Unified Web Scraping and Browser Automation
Crawlee is a production-grade Python library unifying HTTP and headless browser crawling with built-in proxy rotation, retries, and persistent queues.