Insights for AI builders
Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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Anthropic vs OpenAI Business Adoption: What the Data Says About Enterprise AI
Anthropic surpassed OpenAI in business adoption for the first time in April 2026. Here's what the shift means for enterprise AI strategy and tool selection.
How to Use the Claude Agent SDK to Deploy Agentic Workflows to Modal or Trigger.dev
The Claude Agent SDK gives you Claude Code's full tool loop as an API endpoint. Learn how to deploy it to Modal or Trigger.dev for serverless agent execution.
Claude Cloud Routines vs Scheduled Tasks: Which Should You Use?
Claude's cloud routines run on Anthropic's servers 24/7 while scheduled tasks need your machine on. Here's how to choose the right deployment method.
Claude for Legal Teams: How Anthropic's MCP Connectors Work for Law Firms
Anthropic launched Claude plugins for legal workflows including compliance checks, contract review, and DocuSign integration. Here's how to use them.
Claude for Small Business: Pre-Built Agents for Finance, HR, Sales, and Ops
Anthropic's small business plugin pack includes 31 skills for payroll, invoicing, and CRM. Here's what's inside and how to set it up in Claude Co-work.
How to Deploy Claude Agents That Run While You Sleep: 3 Methods Compared
Compare slash loops, Claude routines, and Modal deployments for running autonomous Claude agents 24/7 without keeping your computer on.
Gemini 3.2 Flash vs Claude Opus 4.7: What to Expect from Google I/O
Gemini 3.2 Flash is expected to deliver 92% of GPT 5.5's coding capability at 15-20x lower cost. Here's how it stacks up against Claude for agentic work.
How to Generate AI Videos with Claude Code, HyperFrames, and ElevenLabs
This open-source workflow uses Claude Code, HyperFrames, and ElevenLabs to generate fully synced AI videos from a single topic prompt in under 15 minutes.
Mega Skills vs Modular Skills in Claude Code: Why Architecture Matters
Building one giant skill for end-to-end workflows kills reusability and quality. Here's the modular skill system pattern that scales across multiple pipelines.
How to Build Modular Claude Skills That Chain Into Skill Systems
Isolated skills and mega-skills both fail at scale. Learn the orchestrator-plus-child-skills pattern that makes Claude OS compound in value over time.
Multi-Agent Orchestration vs Single Model: Why 100+ Agents Beat One Frontier Model
Microsoft's M-dash uses 100+ models in tandem to outperform Claude Mythos on cybersecurity benchmarks. Here's why orchestration beats brute-force intelligence.
How to Negotiate Agent Access in Enterprise Software Contracts
Before your next SaaS renewal, ask these 15 questions about agent licensing, third-party access, failed action billing, and rate card stability.
How to Use the Notion Developer Platform with AI Agents: CLI, Webhooks, and SDK
Notion's new developer platform lets AI agents read, write, and trigger workflows in Notion via CLI, webhooks, and an agents SDK. Here's how to connect it.
What Is Progressive Disclosure in AI Agent Design? How Skills Load Context Efficiently
Progressive disclosure means loading only the context a skill needs at each step. Learn why this pattern prevents quality drops in complex Claude workflows.
Time-Aware AI Agents: How Thinking Machines' Interaction Model Changes Automation
Thinking Machines' model tracks time, interrupts proactively, and runs parallel tool calls. Here's what that means for building smarter AI agents.
What Are Agentic Work Units? How Salesforce AgentForce Pricing Works
Salesforce now bills on agentic work units, not seats. Learn what counts as a billable action, how credits work, and what it means for your AI automation costs.
What Is Agentic RAG? How Multi-Layer Retrieval Beats Standard Vector Search
Agentic RAG uses semantic pre-filtering plus file system tools to retrieve information from complex documents. Here's the architecture and when to use it.
What Is Gemini Spark? Google's 24/7 Agent That Learns From Your Behavior
Gemini Spark is Google's upcoming always-on agent that connects to apps and learns from user behavior. Here's what it means for AI automation builders.
What Is an Orchestrator Skill? How to Wire Claude Skills Into End-to-End Systems
An orchestrator skill is the brain that chains child skills together into a full workflow. Learn the pattern that powers production-grade Claude automations.
What Is Project Glasswing? Anthropic's Controlled Cybersecurity AI Rollout Explained
Project Glasswing gives trusted organizations access to Claude Mythos for security research. Here's how it works and what it means for enterprise AI security.
What Is Thinking Machines Labs? Mira Murati's New AI Company Explained
Thinking Machines Labs is Mira Murati's post-OpenAI AI startup. Learn what makes their interaction model different and why AI builders should pay attention.
Agentic RAG vs Standard RAG: Why AI Agents Need Multi-Layer Retrieval
Standard RAG misses context. Agentic RAG uses semantic search, file system tools, and backtracking to retrieve information from complex documents.
How to Build an AI Agent with Persistent Memory Using Claude and Milvus
Learn how to give Claude agents multi-layered memory using Milvus vector search and file system tools for retrieval from complex PDF documents.
What Is the AI Coding War? OpenAI Codex vs Claude Code and What It Means for Builders
OpenAI offered free Codex to Claude Code users. Anthropic responded with 50% more usage. Here's what the AI coding war means for your workflow.