Ollama is now powered by MLX on Apple Silicon in preview
Ollama 0.18 now uses Apple's MLX framework on Apple Silicon, delivering major speedups for local LLM inference. The update includes NVFP4 quantization suppor...
Top 3 Claude Code Browser Agents
Comparison of three CLI-based browser agents for Claude Code: Playwright CLI (lowest token usage), Firecrawl Interact (browser automation plus scraping), and...
Anatomy of the .claude/ Folder
The .claude/ folder is the control center for Claude Code's behavior, containing instructions, permission rules, custom commands, skills, and subagent person...
How Stripe deploys 1,300 AI-written PRs per week
Stripe ships roughly 1,300 agent-authored PRs per week, enabled not by the agent harness itself but by a decade of investment in cloud dev environments, inte...
PipesHub, Self-Hosted Workplace AI Search Across Google, Slack, and Jira
PipesHub is an open-source, self-hostable workplace AI platform that unifies search across Google Workspace, Microsoft 365, Slack, Jira, Confluence and more ...
Speculative Execution in Claude Code, Hidden but Fully Built
A developer reverse-engineered Claude Code's binary and discovered a fully built but server-gated feature called speculative execution - Claude predicts your...
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. This enabl...
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.
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.
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 AI Coding 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 to Make Desktop Apps Agent-Native
CLI-Anything auto-generates CLI wrappers for desktop software like GIMP and Blender, making them controllable by AI agents like Claude Code.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 | Towards Data Science
Most Claude Code Skills fail at triggering, not execution. Writing a specific description with explicit trigger keywords matters most.
OpenViking Cuts Agent Tokens 11x With Filesystem-Based Context 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, a Self-Hosted AI Assistant With Local LLMs and Multi-Chat Support
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 for Longer Claude Code Sessions
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.
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.
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 for Browser Automation
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.
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.
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.
Introducing VS Code Agent Kanban: Task Management for the AI-Assisted Developer
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.
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's Personal Computer is a cloud-based AI agent running on Mac mini
Perplexity's Personal Computer is a cloud-based AI agent running on Mac mini