AI & Agents

Curated insights on AI agents, LLMs, and prompt engineering - tools, frameworks, and ideas from building AI-powered products.

agents (85)llm (43)prompt-engineering (8)mlops (2)computer-vision (1)

Curator's note

The agent space is moving fast. I am tracking the shift from simple chatbots to autonomous coding agents, tool-using systems, and multi-agent orchestration. The most useful insights here are on practical agent architectures, not hype.

My content

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Solved: How to use an Anthropic Claude API key without browser login

Why sharing API keys for teaching, CI/CD, or team projects shouldn't require giving everyone access to your organization.

My AI assistant can finally test its own code

How connecting Claude to Playwright fixed one of my biggest frustrations with AI-driven development.

Curated insights

139 total

n8n MCP server for Claude Code: TypeScript-validated workflows agents

Prompt guidance for OpenAI GPT-5.5 prompt-engineering

The real reason Google gave away Gemma 4 llm

Prompting 101: Anthropic's 10-block prompt skeleton prompt-engineering

Claude Code SDK and GitHub Action: headless agents in CI agents

Claude Code practical tips from Anthropic creator (Boris) agents

Systalyze: open-source GPU monitor exposing the 100% utilization lie mlops

OpenAI Privacy Filter: open-weight on-device PII redaction llm

Introducing GPT-5.5 llm

Tips for building good Claude Skills agents

HyperFrames: Write HTML, Render Video, Built for Agents agents

Introducing Claude Design by Anthropic Labs llm

Cloudflare's Agent Readiness Score: how agent-ready is your site? agents

video-use: edit videos with Claude Code via transcripts agents

Gemini Embeddings 2: text, image, video, audio in one vector space llm

7 levels of Claude Code and RAG agents

Artifacts: versioned storage that speaks Git agents

Automate work with routines - Claude Code Docs agents

Caveman: Claude Code skill cuts output tokens 65% via caveman-speak prompt-engineering

Codex for (almost) everything agents

Darkbloom: Private AI Inference on Apple Silicon llm

Friends Don't Let Friends Use Ollama llm

exo: Cluster Macs to Run Frontier AI Models Locally llm

Graphify: Knowledge Graph Skill for AI Coding Assistants agents

Introducing Agent Lee - a new interface to the Cloudflare stack agents

Qwen3.6-35B-A3B: Agentic Coding Power, Now Open to All llm

Why Chinese AI Is Suddenly So Good (ft. DeepSeek, Seedance 2.0) llm

ThePopeBot: git-native autonomous AI agent scaffolding agents

A Visual Guide to Gemma 4 llm

Anthropic releases advisor mode agents

Claude Mythos: Highlights from 244-page Release llm

Microsoft VibeVoice: Open-Source Voice AI for Long-Form Speech llm

The Real Cost of Data Centers: Power and Geopolitics mlops

Thoughts on slowing the fuck down agents

Parlor: On-Device Real-Time Voice and Vision AI llm

Hermes Agent - AI Agent Framework agents

How We Built a Virtual Filesystem for Our Assistant agents

LLM Wiki - Building Persistent Knowledge Bases with LLMs llm

AI state of the union: we passed the inflection point agents

Gemma 4 Has Landed llm

Claude Code Unpacked agents

Ollama is now powered by MLX on Apple Silicon in preview llm

Top 3 Claude Code Browser Agents agents

Anatomy of the .claude/ Folder agents

How Stripe deploys 1,300 AI-written PRs per week agents

Anthropic engineer's 14-minute guide to building Claude agents agents

Vibe video editing: Codex edits a vlog from raw footage agents

OpenDesign: open-source clone of Claude Design agents

RuFlow plugs 60 coordinated AI agents into Claude Code agents

OpenSpace: self-improving skills for Claude Code agents agents

Claude adds Blender, Adobe, and Autodesk Fusion connectors agents

Why Zapier still matters in the 2026 agent wave agents

GSD 2.0 vs Claude Code: Head-to-Head Agentic Build agents

Anthropic Out of Compute: OpenAI's GPU Bet Was Right llm

ChatGPT quietly launched an agent builder at chatgpt.com/agent agents

China Cloned Claude Design as a Portable Skill Bundle agents

Claude Code forked subagents inherit the parent session context agents

Flipbook: an infinite visual browser generated by image models computer-vision

Google Cloud Next 2026: Agentic AI Highlights and TPU Generation 8 agents

Karpathy-style overnight metric-gated agent loops for code agents

RAG vs long context vs fine-tuning: when to use each llm

ChatGPT as a quick personal stylist: skin tone and outfit prompts llm

Sub agents vs Agent Teams agents

Taste skill + GPT Image V2 fixes AI agent frontend output agents

Link in bio for an agentic OS system agents

Introducing ChatGPT Images 2.0 llm

Claude Live Artifacts turns cowork into a dashboard builder agents

Fix Claude Design sameness with a Firecrawl brand system llm

Claude Live Artifacts: dashboards from connected apps agents

Claude Design: Anthropic's AI-Native Interface Generator llm

Aperture by Tailscale: Identity-Based AI Gateway for LLM Requests llm

Fireworks AI - Fastest Inference for Generative AI llm

Gemini for macOS - your native AI desktop app llm

Opus 4.7 explained in 30 seconds llm

Claude Code /routines: Server-Side Scheduled Tasks agents

Turn your best AI prompts into one-click tools in Chrome prompt-engineering

Crawl4AI: Async Web Crawler for LLM-Friendly Markdown Extraction agents

awesomedesign.md: reference-site scaffolding for Claude Code UIs agents

Shopify launches official AI toolkit for vibe coding agents agents

Anthropic silently shipped 3 more features in Claude Code last week agents

Clicky - Open-Source AI Screen Guide That Shows You Where to Click agents

Harness Engineering: Beyond Prompt and Context Engineering agents

Gemma 4: Google's Open-Weights Model for Mobile and IoT llm

Google DeepMind Gemma 4 - Open-Weights Models for On-Device AI llm

Universal CLAUDE.md to Reduce Claude Output Tokens by ~63% prompt-engineering

PipesHub: Self-Hosted Workplace AI Search for Google and Slack agents

Speculative Execution in Claude Code, Hidden but Fully Built agents

Schedule tasks on the web - Claude Code Docs agents

Ollama Cloud Pricing: GPU-Time Billing for Hosted Models llm

Sandboxing AI agents, 100x faster agents

GSD, a Meta-Prompting System That Solves Context Window Degradation agents

Claude Code's Dream Feature, Garbage Collection for AI Memory agents

LocalAI: Self-Hosted OpenAI-Compatible Server for 35+ Model Backends llm

Everything Claude Code: 28 Agents and 125 Skills to Cut Costs agents

CLI-Anything: Auto-Generated CLI Wrappers for Desktop Apps agents

NanoClaw Runs Claude in Isolated Containers for WhatsApp and Telegram agents

ProofShot - Visual proof for AI-built code agents

Claude Code YOLO Mode with GSD and Superpowers Skills agents

Three Claude Code Skills That Stack: GSD, Superpowers, Create Skill agents

UI/UX Pro Max: Design System Generator for 161 Product Categories agents

Claude dropped the final missing piece to replace OpenClaw agents

Bridging Claude Code to Notebook LM for Free Content Generation agents

Paperclip: Multi-Agent Orchestration with Self-Onboarding AI Teams agents

Claude's /insights Command Analyzes Your Usage Patterns llm

Stop Slop: A Claude Skill for Stripping Robotic AI Writing Patterns prompt-engineering

Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl agents

Agent Browser Rust rewrite: 710 MB to 7 MB, 18x less memory agents

Claude Code LSP tool: 100x faster code search than grep agents

Claude Dispatch: remote control for Claude Co-Work from your phone agents

Cook Adds Review Loops and Parallel Racing to AI Coding Agents agents

Introducing the Machine Payments Protocol agents

81,000 Claude Users Mostly Want Time Back, Not Speed llm

Non-Coder Ships iOS Apps Using Dual-Agent Claude Code Workflow agents

How coding agents work - Agentic Engineering Patterns agents

How to Build a Production-Ready Claude Code Skill agents

OpenViking Cuts Agent Tokens 11x With Filesystem Retrieval agents

What is agentic engineering? - Agentic Engineering Patterns agents

Claude's 1M Context Window Is GA at Standard Pricing llm

CanIRun.ai - Can your machine run AI models? llm

Anthropic's Free Claude Learning Resources, a Quick Overview llm

CoPaw: Self-Hosted AI Assistant With Local LLMs and Multi-Chat agents

Context Mode: 94-100% Context Reduction in Claude Code agents

Anthropic's Free Claude Certification Course (Before It Goes to $99) llm

How I write software with LLMs agents

Claude Turns Topics into Interactive Diagrams on the Free Plan prompt-engineering

Voice-to-Visual-Diagram Workflow Using Claude Artifacts prompt-engineering

NanoClaw Replaces OpenClaw's 500k Lines With Container Isolation agents

AI agent workflow orchestration rules for reliable coding agents

Playwright CLI Uses 500% Fewer Tokens Than the MCP agents

Pydantic AI: Build Type-Safe LLM Agents in Python llm

CLI Anything: Replacing MCP Servers with Direct CLI Tool Access agents

Nano Banana Pro 2: Web-Search-Grounded Image Generation via Claude agents

AI Task Length Doubles Every 7 Months, Why Researchers Are Alarmed llm

AI Isn't as Powerful as We Think | Hannah Fry llm

VS Code Agent Kanban: Task Management for AI Developers agents

Is RAG Still Needed? Choosing the Best Approach for LLMs llm

Hank Green on AI's Real Danger, Who Controls How We See Reality llm

Best Free Local Models for OpenClaw Agent Orchestration llm

Perplexity Personal Computer: cloud AI agent on Mac mini agents