Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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How to Build AI Workflows for Accounts Receivable: Invoice Chasing, Cash Application, and More
Accounts receivable has 8 distinct AI workflow shapes. Learn how to build targeted automations for invoice matching, collections, and dispute resolution.
Anthropic vs OpenAI Business Adoption in 2026: What the RAMP Data Shows
For the first time, Anthropic surpassed OpenAI in business adoption at 34.4% vs 32.3%. Here's what the data means and what's driving the shift.
What Is the Chief AI Officer Role? Why 76% of CEOs Are Hiring One in 2026
The CAIO role jumped from 26% to 76% adoption in two years. Learn what the role entails, who fills it, and how AI fluency is reshaping every department.
How to Use Claude Code Agent View to Manage Multiple AI Agents at Once
Claude Code's new Agent View consolidates multiple terminal sessions into one dashboard. Learn how to use it to run parallel agents and track their status.
Claude for Small Business: How to Use the New Plugin Packs for Finance, HR, and Sales
Anthropic's Claude Co-work now ships with 31-skill plugin packs for small business. Learn how to set up invoice chasing, payroll, and CRM automations.
What Is the 'Do Not Automate What You Cannot Describe' Principle?
If you can't describe a workflow's inputs, outputs, exceptions, and ownership, you can't automate it well. Here's how to apply this rule to AI projects.
What Is DramaBox by Resemble AI? Open-Source Emotional Text-to-Speech Explained
DramaBox generates text-to-speech with emotional arcs, breath control, and voice cloning from 10 seconds of audio. Here's how it works and how to try it.
What Is Gemini 3.2 Flash? Google's Cheaper, Faster Alternative to GPT 5.5
Gemini 3.2 Flash reportedly delivers 92% of GPT 5.5's coding capability at 15-20x lower cost. Here's what it means for AI workflow builders.
How to Generate AI Videos with Claude Code, HyperFrames, and ElevenLabs: Full Workflow
Generate complete YouTube Shorts end-to-end with AI: scripting, audio, animation, and sync. Here's the full workflow using Claude Code and HyperFrames.
How to Build a Hybrid AI Memory System: Combining Memarch and Hermes for Claude Code
Memarch captures everything automatically. Hermes curates what matters. Learn how to combine both into a three-tier memory system that never forgets.
Krea 2 Mood Boards: How to Lock In a Visual Style for Consistent AI Image Generation
Krea 2's mood board feature analyzes uploaded images to extract a style profile. Learn how to use it for brand-consistent AI image generation at scale.
What Is LipDub? Open-Source Multilingual Lip-Sync for AI-Generated Video
LipDub is an open-source tool built on LTX that replaces dialogue in video with new speech in any language while preserving the original performance.
What Is Mercury 2? The Diffusion-Based Language Model That Runs 5x Faster Than Claude Haiku
Mercury 2 from Inception Labs applies image diffusion methods to language generation, producing outputs 5x faster than Claude Haiku. Here's how it works.
Why You Should Never Switch Models Mid-Conversation in AI Coding Agents
Switching models mid-task causes cache misses, context mismatches, and slower turns. Cursor's research explains why one model per session is the right call.
How to Use the Notion Developer Platform with AI Agents: CLI, Webhooks, and External Agents API
Notion's new developer platform lets AI agents read, write, and trigger actions in your workspace. Here's how to connect Claude or Codex to Notion.
Parallel Agent Execution vs Sequential Agents: When to Use Each
Sequential agents waste time on independent tasks. Learn when to run agents in parallel and how platforms like MindStudio support parallel workflow execution.
What Is Semantic Memory Search for AI Agents? How Vector Databases Enable Meaning-Based Recall
Keyword search misses synonyms and context. Semantic memory search uses vector embeddings to find information by meaning. Here's how to add it to your agents.
What Is Thinking Machines Labs' Interaction Model? Real-Time AI with Time Awareness
Thinking Machines Labs' new interaction model offers real-time translation, time tracking, and simultaneous tool calls. Here's what it means for AI agents.
What Is the Verifier Pattern in Multi-Agent Systems? How Independent Review Catches Bugs
Using the same model to write and verify code preserves biases. The verifier pattern uses a separate agent with no shared context to catch real errors.
Agent Harness Engineering: Why Your Wrapper Matters More Than the Model
Cursor's research shows the same Claude model scores 46% vs 80% depending on harness design. Here's what harness engineering means and how to build better ones.
How to Generate AI Videos with Claude Code, HyperFrames, and ElevenLabs
Learn how to build a full AI video generation workflow using Claude Code for scripting, HyperFrames for HTML rendering, and ElevenLabs for voice synthesis.
Anthropic's 2028 AI Leadership Essay: Two Scenarios for the US-China AI Race
Anthropic's essay outlines two futures: US maintains compute dominance or China catches up. Here's what the argument means for AI builders and enterprise teams.
How to Use AWS Workspaces for AI Agents: Automating Legacy Desktop Software
AWS Workspaces now lets AI agents operate desktop apps inside managed cloud environments—unlocking ERP systems, mainframes, and legacy software for automation.
10 Best AI Tools for Small Business Owners in 2026: No-Code Setup Guide
From ChatGPT and Claude Co-work to Zapier, Canva AI, and Perplexity Computer—here are the 10 AI tools small business owners should set up first.