Automation Articles
Browse 948 articles about Automation.
How to Build a Custom CLI for Any Website with Claude Code and Printing Press in 10 Minutes
Printing Press's factory skill lets Claude Code reverse-engineer any website and build a working CLI in about 10 minutes. Here's the exact process.
How to Build a Production Voice Agent with GPT Realtime 2 API: Step-by-Step Setup Guide
GPT Realtime 2 supports reasoning and parallel tool calls during voice. Here's how to set it up via API and avoid the silence problem with preambles.
How to Use Claude Code's Context Inheritance for Multi-Client Projects
Claude Code's parent folder context inheritance lets you share skills and methodology across clients while keeping brand context and memory separate per client.
Claude Outcomes Feature Improved PowerPoint Quality 10.1%: How Rubric-Grading Agents Work
Anthropic's Outcomes feature uses a separate grading agent to score and re-run tasks. It lifted PowerPoint generation quality 10.1% on internal benchmarks.
Contact Goat: How Printing Press Finds Verified Emails via LinkedIn Without a Public API
Contact Goat cross-checks LinkedIn with Happenstand and runs deep email verification — all without a public API. Here's how to use it inside Claude Code.
GPT Realtime 2's 'Stay Quiet' Command Is a New Voice AI Primitive — Here's What It Unlocks
You can now tell GPT Realtime 2 to listen silently while you have a side conversation. This single feature changes how voice agents handle real meetings.
How to Harden Your Agentic Pipeline Against AI-Powered Security Auditing: A Practical Checklist
At least 50% of your agentic evals should cover code hygiene, not just correctness. Here's a practical checklist to prepare before AI auditing becomes standard.
How to Use AI for Security Auditing Before Your Competitors Do: A Practical Starting Guide
Google, OpenAI, and DARPA are all building autonomous vulnerability research. Here's how to start using AI for security auditing in your own codebase today.
IBM Granite Speech 4.1 Transcribes an Hour of Audio in 2 Seconds: 5 Things That Make It Different
IBM's Granite Speech 4.1 hits 1820x real-time speed and leads the Hugging Face ASR leaderboard at 5.33% WER. Here's what makes the architecture different.
OpenClaw April 2026 Update: 5 New Features That Make It a Serious Agentic Runtime
TaskFlow, providence-rich memory, Codex OOTH route — OpenClaw's April 2026 releases turn it from a demo into a production-grade agentic runtime.
Printing Press: 6 Things the New CLI Factory Does That MCP Servers Can't
Printing Press gives Claude Code access to 50+ sites with no public API while using 35x fewer tokens than MCP. Here's what it does that MCP simply can't.
Proactive AI Agents: How Claude Dreaming Points to the Future of Automation
AI is shifting from reactive chatbots to proactive agents that notice patterns and suggest improvements. Here's what that means for how you build workflows.
How to Use Session Start Hooks to Force Context Into Every Claude Code Session
Session start hooks deterministically push context into your conversation window every time—unlike claude.md files, which Claude can choose to ignore.
One Markdown File Controls Your Entire AI Second Brain — Here's How agents.md Works
A single agents.md file governs every AI action in your Obsidian vault. Edit it like a note and your agent behavior changes instantly.
How to Build a Custom AI Video Training Dataset from Your Own Footage (Free Open-Source Tool)
This open-source tool points at any local video folder and auto-slices, crops, and tags clips for AI training data — English UI included.
Andrej Karpathy's LLM Wiki: Build a Personal Knowledge Base with Obsidian and Codeex in 5 Minutes
Karpathy's LLM Wiki architecture, extended with a CRM and journal layer. Here's how to build it with Obsidian and Codeex today.
How to Set Up Claude Dreaming for Persistent Agent Memory: Step-by-Step Guide
Claude's Dreaming feature auto-reviews sessions and pre-loads patterns for future runs. Here's how to configure it for your agent workflows.
Claude Outcomes Feature: How a Grading Agent Improved PowerPoint Quality by 10% Without Changing the Model
Anthropic's Outcomes adds a rubric-based grading agent that re-runs tasks if quality falls short — 10.1% better decks, no model swap.
Code with Claude 2026: 5 New Agent Features Anthropic Just Shipped
Dreaming, Outcomes, multi-agent orchestration, Claude Finance, and Add-ins — here's what each one does and who it's for.
How to Build a Durable AI Agent Workflow That Survives Model Changes
Build agent workflows that outlive any single model or provider. Learn the architecture principles that let you swap models without breaking your system.