Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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How to Use the Advisor-Executor Pattern: Plan with Fable 5, Build with Sonnet
Cut AI costs by 50% using the advisor-executor pattern. Use Fable 5 for planning and code review, then switch to Sonnet for implementation and execution.
How to Use AI Agents for Shared Workspace Productivity: Capture, Queue, and Eval
Discover how to build a shared AI-human workspace using low-friction capture, agent queues, and evaluation checklists that run 20+ tasks simultaneously.
How to Build an AI Content Factory: Automate Product Videos with Multi-Agent Workflows
Turn a static product catalog into marketing videos automatically. Learn how to use multi-agent workflows and AI video tools to generate content at scale.
How to Build an AI Second Brain with Obsidian and Claude: The LLM Wiki Method
Learn how to build a self-updating AI knowledge base using Obsidian and Claude. Automate data ingestion, cross-linking, and daily briefings from one vault.
How to Build an AI Video Generation System with Multi-Agent Workflows
Learn how to use parallel agent workflows to generate marketing videos for an entire product catalog automatically—from image validation to final render.
ChatGPT Work Mode vs Claude Co-work: Which AI Super App Wins for Teams?
ChatGPT Work and Claude Co-work both promise agentic productivity. Compare features, pricing, and real workflows to pick the right tool for your team.
Claude Co-work Now Runs in the Cloud: What Changed and How to Use It
Claude Co-work moved from desktop-only to cloud-based scheduled tasks. Learn what changed, which connectors still need a local machine, and how to migrate.
GPT-5.6 Soul vs Claude Fable 5: Which Frontier Model Wins for Agentic Work?
GPT-5.6 Soul and Claude Fable 5 are the top frontier models in 2026. Compare benchmarks, pricing, and real agentic workflows to choose the right one.
What Is the In-House AI Consultant Role? The $200K Career That Didn't Exist Last Year
Companies are creating in-house AI consultant roles faster than any other position. Learn what the job entails and how to create it from inside your company.
Local AI vs Cloud AI: Open-Weight Models, Licensing, and the Hybrid Routing Strategy
71% of ChatGPT queries could run locally, but open-weight licensing is a minefield. Learn the three tiers of local AI and when hybrid routing saves money.
How to Reduce Claude Fable 5 Token Costs: 8 Settings to Change Right Now
Claude Fable 5 bills at API rates after July 12. These 8 settings—default model, sub-agent model, Claude.md size, MCP servers—cut costs without hurting quality.
What Is a 26M Parameter Function Calling Model? Cactus Needle Explained
Cactus Needle is a 26 million parameter model built purely for function calling. Learn how its attention-only architecture beats models 20x larger on tool use.
What Is ChatGPT Work Mode? OpenAI's Super App for Productivity Explained
ChatGPT Work Mode combines agentic task execution, site hosting, 1,500+ plugins, and the GPT-5.6 model family into one unified productivity platform.
What Is GPT-5.6 Ultra Mode? Multi-Agent Coordination for Complex Tasks
GPT-5.6 Ultra Mode spawns four or more parallel agents to tackle demanding tasks. Learn how it works, what it costs, and when it's worth using.
What Is the AGI-to-ASI Timeline? Google DeepMind's Four Pathways Explained
Google DeepMind's paper outlines four pathways from AGI to superintelligence: scaling, paradigm shifts, recursive self-improvement, and AI collectives.
How to Use AI Agents for Content Marketing: From Research to Published Post
Build an AI agent workflow that handles research, ideation, writing, and publishing for content marketing using Claude Code and automation tools.
How to Build an AI Second Brain with Obsidian and Claude Code: The LLM Wiki Method
Learn how to build an AI-maintained knowledge base using Obsidian and Claude Code, inspired by Andrej Karpathy's LLM Wiki architecture.
AI Video Generation for E-Commerce: How to Turn Product Images Into Marketing Videos
Use AI video tools and agent workflows to automatically generate product videos, UGC-style ads, and B-roll from your existing product catalog images.
How to Use ChatGPT Sites to Build and Host Web Apps Without a Backend
ChatGPT Sites lets you generate, host, and share fully functional web apps from a single prompt. Here's how it works and when to use it.
How to Use Claude Code with Clay for AI-Powered Lead Generation
Use Claude Code as an orchestrator and Clay as your data source to find, enrich, and write personalized cold outreach at scale automatically.
Local AI vs Cloud AI for Agents: The Hybrid Routing Strategy That Saves Money
Learn when to run AI models locally and when to route to cloud APIs. A practical hybrid strategy for reducing costs without sacrificing quality.
How to Use Multi-Agent Workflows for Parallel Content Production at Scale
Fan out multiple AI agents to process product catalogs, generate content, and validate outputs in parallel using orchestration tools like Archon.
Open-Weight AI Models Are Closing the Gap: What GLM 5.2 Means for Your Agent Stack
GLM 5.2 beats models 20x its size on function calling and design tasks. Here's what open-weight AI catching up means for your automation stack.
What Is a 26M Parameter Function Calling Model? Cactus Needle Explained
Cactus Needle is a 26M parameter model built purely for function calling. Learn its architecture, use cases, and how to fine-tune it on a CPU.