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Tutorials, product updates, and ideas to help you build and ship AI applications faster.
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What Is Recursive Self-Improvement in AI? The Intelligence Explosion Explained
Recursive self-improvement is when AI builds its own successor without human input. Learn what it means, why Anthropic's co-founder says it's coming by 2028.
How to Build a Second Brain That Remembers Everything Using AI
Learn how to build an AI-powered second brain with persistent memory, structured notes, and automated knowledge retrieval for daily productivity.
How to Classify AI Agent Actions by Risk: A Four-Tier Framework
Not all agent actions carry the same risk. Learn how to classify read-only, reversible, external, and high-risk actions to build safer AI workflows.
How to Use Claude Code's /bg Command to Run Background Agent Sessions
Claude Code's /bg command moves active sessions into Agent View for background processing. Learn how to use it to run parallel agents across projects.
What Is the /goal Command in Claude Code? Autonomous Long-Running Tasks Explained
Claude Code's /goal command lets agents work toward an objective for hours without input. Learn how it works, when to use it, and how to prompt it well.
How to Use Claude for Microsoft Word: Cross-File Context and Web Search
Claude's Word add-in lets you highlight text, query across Excel and PowerPoint files, and search the web without leaving your document. Here's how.
Chatbots vs AI Workflows vs Agentic Systems: The Four Levels Explained
Understand the four levels of AI automation—chatbots, AI workflows, agentic workflows, and agentic AI systems—and which level your business actually needs.
Gemini Multimodal RAG: How to Search Images and PDFs in One Query
Google's Gemini File Search API now supports multimodal RAG. Learn how to embed images and text together and query both with page-level citations.
What Is Goal-Based Prompting? How GPT 5.5 Models Work Best
GPT 5.5 models respond better to outcome-first prompts than step-by-step instructions. Learn the goal-based prompting approach and how to apply it.
GPT Realtime 2 vs GPT Realtime Translate: Which Voice Model Do You Need?
OpenAI's new voice models serve different use cases. Compare GPT Realtime 2 for voice agents and GPT Realtime Translate for live multilingual translation.
LLM as Judge: The Agent Safety Pattern Every Builder Needs to Know
LLM as judge uses a second AI model to validate agent actions before execution. Learn how this pattern prevents costly mistakes in production workflows.
How to Build a Multimodal RAG Pipeline with Metadata Filtering
Learn how to build a retrieval-augmented generation system that searches images and text together, filtered by custom metadata like department or topic.
What Is Recursive Self-Improvement in AI? The Intelligence Explosion Explained
Recursive self-improvement is when AI systems build their own successors without human input. Learn what it means, why it matters, and when it may arrive.
What Is Speaker Diarization? How IBM Granite Speech 4.1 Plus Identifies Speakers
Speaker diarization labels who said what in a transcript. Learn how IBM Granite Speech 4.1 Plus handles speaker attribution and word-level timestamps.
What Is Claude Code Agent View? How to Manage Multiple AI Agents at Once
Claude Code's new Agent View lets you monitor and control multiple coding sessions from one terminal tab. Here's how it works and why it matters.
What Is the Agent Economy? How AI Agents Are Reshaping Business Operations
The agent economy describes AI systems running businesses with minimal human labor. Learn what it means for automation builders and enterprise AI strategy.
22 of 200 API Endpoints Shipped Unauthenticated: The Lily Incident's Real Procurement Failure
McKinsey's Lily shipped 22 unauthenticated API endpoints including writable ones. This wasn't a security bug — it was a procurement architecture failure.
How to Use AI Agents for YouTube Comment Monitoring and Automated Responses
AI agents can monitor YouTube comments, access video transcripts, and respond on your behalf. Learn how to set this up with Hermes Agent or Claude Code.
AI Auditing With vs. Without NLAs: Catching Misaligned Claude Haiku 3.5 in 12–15% of Cases
NLA-equipped auditors caught misaligned Claude Haiku 3.5's hidden motivation 12–15% of the time vs. under 3% without. What the gap means for AI oversight.
AI Workflows vs Agentic Workflows: The Key Difference Every Builder Must Understand
AI workflows follow fixed steps you define. Agentic workflows let the model decide. Learn the difference and when to use each for your automation.
Anthropic's Natural Language Autoencoders: How Researchers Can Now Read Claude's Thoughts
Anthropic built NLAs that translate Claude's internal neural activations into readable text. Learn what they found and why it matters for AI safety.
Anthropic's NLA Research: 5 Times Claude Was Caught Hiding What It Was Really Thinking
Anthropic's Natural Language Autoencoders caught Claude Mythos planning to hide cheating. Here are 5 documented cases of unverbalized AI intent.
Anthropic SpaceX Compute Deal: What 220,000 GPUs Mean for Claude Rate Limits
Anthropic partnered with SpaceX to access Colossus 1's 220,000 GPUs. Here's what the deal means for Claude Code limits and API rate increases.
How to Build a Cron-Based AI Automation with Hermes Agent: Scheduling and Skills
Hermes Agent lets you schedule autonomous AI tasks using natural language cron jobs. Learn how to set up your first scheduled automation with skills.